├── .github └── workflows │ ├── ci.yml │ ├── translate.yml │ └── update_medium.yml ├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── Events ├── Summer_2020_README_CN.md └── Summer_2020_README_EN.md ├── LICENSE ├── README.md ├── azure-pipelines.yml ├── blog ├── assets │ ├── 1011 │ │ ├── p1.png │ │ ├── p2.png │ │ ├── p3.png │ │ └── p4.png │ ├── 0902 │ │ ├── 1.png │ │ ├── 2.png │ │ ├── 3.png │ │ ├── 4.png │ │ ├── 5.png │ │ ├── 6.png │ │ ├── 7.png │ │ ├── 8.png │ │ └── 9.png │ ├── 0928 │ │ ├── cover.png │ │ ├── 压缩.png │ │ ├── 架构.png │ │ └── 系统效果.png │ ├── 2d.png │ ├── ED.png │ ├── accuracy.png │ ├── blogCover.png │ ├── blog_api_set_01.png │ ├── blog_api_set_02.png │ ├── data_insert.png │ ├── data_manage │ │ ├── Metadata.png │ │ ├── buildindex.png │ │ ├── forcebuild.png │ │ ├── indexcomplete.png │ │ ├── indexfile.png │ │ ├── indexfinal.png │ │ ├── insert.png │ │ ├── queryschedule.png │ │ ├── rawdata1.png │ │ ├── rawdata2.png │ │ ├── resultreduce.png │ │ ├── table.png │ │ └── topkresult.png │ ├── datafile_clean │ │ ├── 5min_result.png │ │ ├── 5mins.png │ │ └── new_strategy.png │ ├── docker_compile │ │ ├── connect_py.png │ │ ├── docker_exec.png │ │ ├── docker_image.png │ │ ├── docker_run_gpu.png │ │ └── server_start.png │ ├── formula.png │ ├── hacktoberfestCover.png │ ├── hnsw_nsg │ │ ├── pic1.png │ │ ├── pic2.png │ │ ├── pic3.png │ │ ├── pic4.png │ │ └── pic5.png │ ├── hybrid_search.png │ ├── image_search_demo │ │ ├── 1.png │ │ ├── 2.png │ │ ├── 3.png │ │ ├── 4.png │ │ └── 5.png │ ├── index_select │ │ ├── flat_query.PNG │ │ ├── ivfflat_query.PNG │ │ ├── ivfflat_recall.PNG │ │ ├── ivfsq8_query.PNG │ │ ├── ivfsq8_recall.PNG │ │ └── ivfsq8h_query.PNG │ ├── metadata │ │ ├── index_1.png │ │ ├── index_2.png │ │ ├── mysql.png │ │ ├── sqlite3.png │ │ ├── table_files.png │ │ ├── table_sqlite.png │ │ ├── tablefiles.png │ │ ├── tables.png │ │ ├── tables_new.png │ │ └── tmp_milvus.png │ ├── milvus1.0.png │ ├── milvus2.0.jpeg │ ├── milvus_in_mlops.png │ ├── milvus_manage │ │ ├── config_blog_pic1.png │ │ ├── config_blog_pic2.png │ │ └── config_blog_pic3.png │ ├── mishards │ │ ├── image_01.png │ │ ├── image_02.png │ │ ├── image_03.png │ │ ├── image_04.png │ │ ├── image_05.png │ │ ├── image_06.png │ │ ├── image_07.png │ │ ├── image_08.png │ │ ├── image_09.png │ │ ├── image_10.png │ │ ├── image_11.png │ │ └── image_12.png │ ├── partition │ │ ├── manual_partition.png │ │ ├── metadata.png │ │ ├── partition-hero.png │ │ ├── partition.png │ │ ├── table.png │ │ └── tag_partition.png │ ├── pc-blog-2.jpg │ ├── pc-blog.jpg │ ├── performance.png │ ├── persona.png │ ├── quantize1.png │ ├── quantize2.png │ ├── scheduler │ │ ├── scheduler_01.png │ │ ├── scheduler_02.png │ │ ├── scheduler_03.png │ │ ├── scheduler_04.png │ │ ├── scheduler_05.png │ │ ├── scheduler_06.png │ │ ├── scheduler_07.png │ │ ├── scheduler_08.png │ │ └── scheduler_09.png │ ├── swag.jpeg │ ├── test_report │ │ ├── ivfsq8_query_time_cpu.png │ │ ├── ivfsq8_query_time_gpu.png │ │ ├── ivfsq8_recall_cpu.png │ │ └── ivfsq8_recall_gpu.png │ ├── vector.png │ └── vector_index_cluster.png ├── en │ ├── 2019-11-08-data-management.md │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.md │ ├── 2019-12-18-datafile-cleanup.md │ ├── 2019-12-24-view-metadata.md │ ├── 2019-12-25-managing-metadata-in-milvus-1.md │ ├── 2019-12-27-meta-table.md │ ├── 2019-12-31-managing-metadata-in-milvus-2.md │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.md │ ├── 2020-02-26-select-index-parameters-ivf-index.md │ ├── 2020-03-03-scheduling-query-tasks-milvus.md │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.md │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.md │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.md │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.md │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.md │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.md │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.md │ ├── 2020-08-22-deleting-data-in-milvus.md │ ├── 2020-08-29-building-video-search-system-with-milvus.md │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.md │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.md │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.md │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.md │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.md │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.md │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.md │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.md │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.md │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.md │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.md │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.md │ ├── 2021-03-15-Milvus-Data-Migration-Tool.md │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.md │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.md │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.md │ ├── 2021-04-08-AI-applications-with-Milvus.md │ ├── 2021-04-15-Milvus-V1.0-is-coming.md │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.md │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.md │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.md │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.md │ ├── 2021-05-19-ai-in-finance.md │ ├── 2021-05-20-inside-milvus-1.1.0.md │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.md │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.md │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.md │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.md │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.md │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.md │ ├── 2021-07-27-audio-retrieval-based-on-milvus.md │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.md │ ├── 2021-08-01-milvus2.0-redefining-vector-database.md │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.md │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.md │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.md │ ├── 2021-09-24-diskann.md │ ├── 2021-09-26-onnx.md │ ├── 2021-09-28-hactoberfeat-warmup.md │ ├── 2021-10-10-milvus-helps-analyze-videos.md │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.md │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.md │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.md │ ├── 2021-11-10-milvus-hacktoberfest-2021.md │ ├── 2021-11-19-run-milvus-2.0-on-windows.md │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.md │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.md │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.md │ ├── 2021-12-21-milvus-2.0.md │ ├── 2021-12-31-get-started-with-milvus-cli.md │ ├── 2022-01-07-year-in-review.md │ ├── 2022-01-20-story-of-smartnews.md │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.md │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.md │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.md │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.md │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.md │ ├── 2022-08-05-whats-new-in-milvus-2-1.md │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.md │ ├── 2022-08-16-Benchmark-Quick-Setup.md │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.md │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.md │ ├── 2022-2-14-bitset.md │ ├── 2022-2-21-compact.md │ ├── 2022-4-12-milvus-10k-stars.md │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.md │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.md │ ├── a-day-in-the-life-of-milvus-datum.md │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.md │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.md │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.md │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.md │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.md │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.md │ ├── build-open-source-alternative-to-cursor-with-code-context.md │ ├── build-production-chatbot-with-kimi-k2-and-milvus.md │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.md │ ├── choosing-a-vector-database-for-ann-search-at-reddit.md │ ├── choosing-the-right-vector-database-for-your-ai-apps.md │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.md │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.md │ ├── conversational-memory-in-langchain.md │ ├── data-in-and-data-out-in-milvus-2-6.md │ ├── data-security.md │ ├── deep-dive-1-milvus-architecture-overview.md │ ├── deep-dive-2-milvus-sdk-and-api.md │ ├── deep-dive-3-data-processing.md │ ├── deep-dive-4-data-insertion-and-data-persistence.md │ ├── deep-dive-5-real-time-query.md │ ├── deep-dive-6-oss-qa.md │ ├── deep-dive-7-query-expression.md │ ├── deep-dive-8-knowhere.md │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.md │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.md │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.md │ ├── diskann-explained.md │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.md │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.md │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.md │ ├── elasticsearch-is-dead-long-live-lexical-search.md │ ├── embedded-milvus.md │ ├── full-text-search-in-milvus-what-is-under-the-hood.md │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.md │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.md │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.md │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.md │ ├── getting-started-with-hnswlib.md │ ├── getting-started-with-milvus-cluster-and-k8s.md │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.md │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.md │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.md │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.md │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.md │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.md │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.md │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.md │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.md │ ├── how-to-choose-the-right-embedding-model-for-rag.md │ ├── how-to-choose-the-right-embedding-model.md │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.md │ ├── how-to-debug-slow-requests-in-milvus.md │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.md │ ├── how-to-filter-efficiently-without-killing-recall.md │ ├── how-to-get-started-with-milvus.md │ ├── how-to-get-the-right-vector-embeddings.md │ ├── how-to-migrate-data-to-milvus-seamlessly.md │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.md │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.md │ ├── i-built-a-deep-research-with-open-source-so-can-you.md │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.md │ ├── in-memory-replicas.md │ ├── intelligent-wardrobe-customization-system.md │ ├── introduce-deepsearcher-a-local-open-source-deep-research.md │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.md │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.md │ ├── introducing-milvus-lite-lightweight-version-of-milvus.md │ ├── introducing-milvus-lite.md │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.md │ ├── introducing-pymilvus-integrations-with-embedding-models.md │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.md │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.md │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.md │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.md │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.md │ ├── langchain-vs-langgraph.md │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.md │ ├── matryoshka-embeddings-detail-at-multiple-scales.md │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.md │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.md │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.md │ ├── milvus-2025-roadmap-tell-us-what-you-think.md │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.md │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.md │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.md │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.md │ ├── milvus-embraces-nats-messaging.md │ ├── milvus-exceeds-40k-github-stars.md │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.md │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.md │ ├── milvus-supports-apache-parquet-file-supports.md │ ├── milvus-surpasses-20000-GitHub-stars.md │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.md │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.md │ ├── multimodal-semantic-search-with-images-and-text.md │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.md │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.md │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.md │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.md │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.md │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.md │ ├── raft-or-not.md │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.md │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.md │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.md │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.md │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.md │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.md │ ├── talk-to-vector-db-manage-milvus-via-natural-language.md │ ├── the-developers-guide-to-milvus-configuration.md │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.md │ ├── top-10-keywords-dominates-milvus-community-in-2023.md │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.md │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.md │ ├── understanding-consistency-levels-in-the-milvus-vector-database.md │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.md │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.md │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.md │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.md │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.md │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.md │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.md │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.md │ ├── what-is-a-vector-database.md │ ├── what-milvus-taught-us-in-2024.md │ ├── what-milvus-version-to-start-with.md │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.md │ ├── why-ai-databases-do-not-need-sql.md │ ├── why-and-when-you-need-a-purpose-built-vector-database.md │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.md │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.md │ └── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.md └── zh-CN │ ├── 2019-08-26-vector-search-million.md │ ├── 2019-08-29-vector-search-billion.md │ ├── 2019-10-26-hybrid-search.md │ ├── 2019-11-07-massive-vector-search.md │ ├── 2019-11-08-data-management.md │ ├── 2019-11-22-ivfsq8-test-report.md │ ├── 2019-11-25-docker-compilation.md │ ├── 2019-12-03-select-index.md │ ├── 2019-12-16-table-partition.md │ ├── 2019-12-18-datafile-cleanup.md │ ├── 2019-12-24-view-metadata.md │ ├── 2019-12-27-meta-table.md │ ├── 2020-01-07-search-by-image.md │ ├── 2020-01-09-milvus-meta.md │ ├── 2020-01-16-hnsw-nsg-comparison.md │ ├── 2020-2-16-api-setting.md │ ├── 2020-2-19-milvus-config.md │ ├── 2020-3-12-mishards.md │ ├── 2020-3-2-scheduler.md │ ├── 2021-09-02-milvus-2-0-RC-configuration-file.md │ └── 2021-09-28-milvus-feishushennuo.md ├── communication └── README.md ├── community-membership.md ├── community-mentorship.md ├── homepage ├── README.md └── index.json ├── localization ├── blog │ ├── ar │ │ ├── 2019-11-08-data-management.json │ │ ├── 2019-11-08-data-management.md │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.json │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.md │ │ ├── 2019-12-18-datafile-cleanup.json │ │ ├── 2019-12-18-datafile-cleanup.md │ │ ├── 2019-12-24-view-metadata.json │ │ ├── 2019-12-24-view-metadata.md │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.json │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.md │ │ ├── 2019-12-27-meta-table.json │ │ ├── 2019-12-27-meta-table.md │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.json │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.md │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.json │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.md │ │ ├── 2020-02-26-select-index-parameters-ivf-index.json │ │ ├── 2020-02-26-select-index-parameters-ivf-index.md │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.json │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.md │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.json │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.md │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.json │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.md │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.json │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.md │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.json │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.md │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.json │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.md │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.json │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.md │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.json │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.md │ │ ├── 2020-08-22-deleting-data-in-milvus.json │ │ ├── 2020-08-22-deleting-data-in-milvus.md │ │ ├── 2020-08-29-building-video-search-system-with-milvus.json │ │ ├── 2020-08-29-building-video-search-system-with-milvus.md │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.json │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.md │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.json │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.md │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.json │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.md │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.json │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.md │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.json │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.md │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.json │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.md │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.json │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.md │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.json │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.md │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.json │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.md │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.json │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.md │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.json │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.md │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.json │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.md │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.json │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.md │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.json │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.md │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.json │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.md │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.json │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.md │ │ ├── 2021-04-08-AI-applications-with-Milvus.json │ │ ├── 2021-04-08-AI-applications-with-Milvus.md │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.json │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.md │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.json │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.md │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.json │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.md │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.json │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.md │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.json │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.md │ │ ├── 2021-05-19-ai-in-finance.json │ │ ├── 2021-05-19-ai-in-finance.md │ │ ├── 2021-05-20-inside-milvus-1.1.0.json │ │ ├── 2021-05-20-inside-milvus-1.1.0.md │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.json │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.md │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.json │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.md │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.json │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.md │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.json │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.md │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.json │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.md │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.json │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.md │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.json │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.md │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.json │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.md │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.json │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.md │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.json │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.md │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.json │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.md │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.json │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.md │ │ ├── 2021-09-24-diskann.json │ │ ├── 2021-09-24-diskann.md │ │ ├── 2021-09-26-onnx.json │ │ ├── 2021-09-26-onnx.md │ │ ├── 2021-09-28-hactoberfeat-warmup.json │ │ ├── 2021-09-28-hactoberfeat-warmup.md │ │ ├── 2021-10-10-milvus-helps-analyze-videos.json │ │ ├── 2021-10-10-milvus-helps-analyze-videos.md │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.json │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.md │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.json │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.md │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.json │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.md │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.json │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.md │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.json │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.md │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.json │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.md │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.json │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.md │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.json │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.md │ │ ├── 2021-12-21-milvus-2.0.json │ │ ├── 2021-12-21-milvus-2.0.md │ │ ├── 2021-12-31-get-started-with-milvus-cli.json │ │ ├── 2021-12-31-get-started-with-milvus-cli.md │ │ ├── 2022-01-07-year-in-review.json │ │ ├── 2022-01-07-year-in-review.md │ │ ├── 2022-01-20-story-of-smartnews.json │ │ ├── 2022-01-20-story-of-smartnews.md │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.json │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.md │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.json │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.md │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.json │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.md │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.json │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.md │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.json │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.md │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.json │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.md │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.json │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.md │ │ ├── 2022-08-16-Benchmark-Quick-Setup.json │ │ ├── 2022-08-16-Benchmark-Quick-Setup.md │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.json │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.md │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.json │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.md │ │ ├── 2022-2-14-bitset.json │ │ ├── 2022-2-14-bitset.md │ │ ├── 2022-2-21-compact.json │ │ ├── 2022-2-21-compact.md │ │ ├── 2022-4-12-milvus-10k-stars.json │ │ ├── 2022-4-12-milvus-10k-stars.md │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.json │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.md │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.json │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.md │ │ ├── a-day-in-the-life-of-milvus-datum.json │ │ ├── a-day-in-the-life-of-milvus-datum.md │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.json │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.md │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.json │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.md │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.json │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.md │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.json │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.md │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.json │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.md │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.json │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.md │ │ ├── build-open-source-alternative-to-cursor-with-code-context.json │ │ ├── build-open-source-alternative-to-cursor-with-code-context.md │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.json │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.md │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.json │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.md │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.json │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.md │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.json │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.md │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.json │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.md │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.json │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.md │ │ ├── conversational-memory-in-langchain.json │ │ ├── conversational-memory-in-langchain.md │ │ ├── data-in-and-data-out-in-milvus-2-6.json │ │ ├── data-in-and-data-out-in-milvus-2-6.md │ │ ├── data-security.json │ │ ├── data-security.md │ │ ├── deep-dive-1-milvus-architecture-overview.json │ │ ├── deep-dive-1-milvus-architecture-overview.md │ │ ├── deep-dive-2-milvus-sdk-and-api.json │ │ ├── deep-dive-2-milvus-sdk-and-api.md │ │ ├── deep-dive-3-data-processing.json │ │ ├── deep-dive-3-data-processing.md │ │ ├── deep-dive-4-data-insertion-and-data-persistence.json │ │ ├── deep-dive-4-data-insertion-and-data-persistence.md │ │ ├── deep-dive-5-real-time-query.json │ │ ├── deep-dive-5-real-time-query.md │ │ ├── deep-dive-6-oss-qa.json │ │ ├── deep-dive-6-oss-qa.md │ │ ├── deep-dive-7-query-expression.json │ │ ├── deep-dive-7-query-expression.md │ │ ├── deep-dive-8-knowhere.json │ │ ├── deep-dive-8-knowhere.md │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.json │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.md │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.json │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.md │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.json │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.md │ │ ├── diskann-explained.json │ │ ├── diskann-explained.md │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.json │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.md │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.json │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.md │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.json │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.md │ │ ├── elasticsearch-is-dead-long-live-lexical-search.json │ │ ├── elasticsearch-is-dead-long-live-lexical-search.md │ │ ├── embedded-milvus.json │ │ ├── embedded-milvus.md │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.json │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.md │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.json │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.md │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.json │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.md │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.json │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.md │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.json │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.md │ │ ├── getting-started-with-hnswlib.json │ │ ├── getting-started-with-hnswlib.md │ │ ├── getting-started-with-milvus-cluster-and-k8s.json │ │ ├── getting-started-with-milvus-cluster-and-k8s.md │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.json │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.md │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.json │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.md │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.json │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.md │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.json │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.md │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.json │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.md │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.json │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.md │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.json │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.md │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.json │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.md │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.json │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.md │ │ ├── how-to-choose-the-right-embedding-model-for-rag.json │ │ ├── how-to-choose-the-right-embedding-model-for-rag.md │ │ ├── how-to-choose-the-right-embedding-model.json │ │ ├── how-to-choose-the-right-embedding-model.md │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.json │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.md │ │ ├── how-to-debug-slow-requests-in-milvus.json │ │ ├── how-to-debug-slow-requests-in-milvus.md │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.json │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.md │ │ ├── how-to-filter-efficiently-without-killing-recall.json │ │ ├── how-to-filter-efficiently-without-killing-recall.md │ │ ├── how-to-get-started-with-milvus.json │ │ ├── how-to-get-started-with-milvus.md │ │ ├── how-to-get-the-right-vector-embeddings.json │ │ ├── how-to-get-the-right-vector-embeddings.md │ │ ├── how-to-migrate-data-to-milvus-seamlessly.json │ │ ├── how-to-migrate-data-to-milvus-seamlessly.md │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.json │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.md │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.json │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.md │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.json │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.md │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.json │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.md │ │ ├── in-memory-replicas.json │ │ ├── in-memory-replicas.md │ │ ├── intelligent-wardrobe-customization-system.json │ │ ├── intelligent-wardrobe-customization-system.md │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.json │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.md │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.json │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.md │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.json │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.md │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.json │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.md │ │ ├── introducing-milvus-lite.json │ │ ├── introducing-milvus-lite.md │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.json │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.md │ │ ├── introducing-pymilvus-integrations-with-embedding-models.json │ │ ├── introducing-pymilvus-integrations-with-embedding-models.md │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.json │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.md │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.json │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.md │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.json │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.md │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.json │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.md │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.json │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.md │ │ ├── langchain-vs-langgraph.json │ │ ├── langchain-vs-langgraph.md │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.json │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.md │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.json │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.md │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.json │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.md │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.json │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.md │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.json │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.md │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.json │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.md │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.json │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.md │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.json │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.md │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.json │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.md │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.json │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.md │ │ ├── milvus-embraces-nats-messaging.json │ │ ├── milvus-embraces-nats-messaging.md │ │ ├── milvus-exceeds-40k-github-stars.json │ │ ├── milvus-exceeds-40k-github-stars.md │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.json │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.md │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.json │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.md │ │ ├── milvus-supports-apache-parquet-file-supports.json │ │ ├── milvus-supports-apache-parquet-file-supports.md │ │ ├── milvus-surpasses-20000-GitHub-stars.json │ │ ├── milvus-surpasses-20000-GitHub-stars.md │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.json │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.md │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.json │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.md │ │ ├── multimodal-semantic-search-with-images-and-text.json │ │ ├── multimodal-semantic-search-with-images-and-text.md │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.json │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.md │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.json │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.md │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.json │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.md │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.json │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.md │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.json │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.md │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.json │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.md │ │ ├── raft-or-not.json │ │ ├── raft-or-not.md │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.json │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.md │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.json │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.md │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.json │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.md │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.json │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.md │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.json │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.md │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.json │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.md │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.json │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.md │ │ ├── the-developers-guide-to-milvus-configuration.json │ │ ├── the-developers-guide-to-milvus-configuration.md │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.json │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.md │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.json │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.md │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.json │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.md │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.json │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.md │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.json │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.md │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.json │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.md │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.json │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.md │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.json │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.md │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.json │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.md │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.json │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.md │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.json │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.md │ │ ├── what-is-a-vector-database.json │ │ ├── what-is-a-vector-database.md │ │ ├── what-milvus-taught-us-in-2024.json │ │ ├── what-milvus-taught-us-in-2024.md │ │ ├── what-milvus-version-to-start-with.json │ │ ├── what-milvus-version-to-start-with.md │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.json │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.md │ │ ├── why-ai-databases-do-not-need-sql.json │ │ ├── why-ai-databases-do-not-need-sql.md │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.json │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.md │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.json │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.md │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.json │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.md │ │ ├── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.json │ │ └── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.md │ ├── de │ │ ├── 2019-11-08-data-management.json │ │ ├── 2019-11-08-data-management.md │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.json │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.md │ │ ├── 2019-12-18-datafile-cleanup.json │ │ ├── 2019-12-18-datafile-cleanup.md │ │ ├── 2019-12-24-view-metadata.json │ │ ├── 2019-12-24-view-metadata.md │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.json │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.md │ │ ├── 2019-12-27-meta-table.json │ │ ├── 2019-12-27-meta-table.md │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.json │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.md │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.json │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.md │ │ ├── 2020-02-26-select-index-parameters-ivf-index.json │ │ ├── 2020-02-26-select-index-parameters-ivf-index.md │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.json │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.md │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.json │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.md │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.json │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.md │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.json │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.md │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.json │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.md │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.json │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.md │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.json │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.md │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.json │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.md │ │ ├── 2020-08-22-deleting-data-in-milvus.json │ │ ├── 2020-08-22-deleting-data-in-milvus.md │ │ ├── 2020-08-29-building-video-search-system-with-milvus.json │ │ ├── 2020-08-29-building-video-search-system-with-milvus.md │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.json │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.md │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.json │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.md │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.json │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.md │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.json │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.md │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.json │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.md │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.json │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.md │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.json │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.md │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.json │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.md │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.json │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.md │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.json │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.md │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.json │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.md │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.json │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.md │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.json │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.md │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.json │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.md │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.json │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.md │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.json │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.md │ │ ├── 2021-04-08-AI-applications-with-Milvus.json │ │ ├── 2021-04-08-AI-applications-with-Milvus.md │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.json │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.md │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.json │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.md │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.json │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.md │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.json │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.md │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.json │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.md │ │ ├── 2021-05-19-ai-in-finance.json │ │ ├── 2021-05-19-ai-in-finance.md │ │ ├── 2021-05-20-inside-milvus-1.1.0.json │ │ ├── 2021-05-20-inside-milvus-1.1.0.md │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.json │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.md │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.json │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.md │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.json │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.md │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.json │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.md │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.json │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.md │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.json │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.md │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.json │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.md │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.json │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.md │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.json │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.md │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.json │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.md │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.json │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.md │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.json │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.md │ │ ├── 2021-09-24-diskann.json │ │ ├── 2021-09-24-diskann.md │ │ ├── 2021-09-26-onnx.json │ │ ├── 2021-09-26-onnx.md │ │ ├── 2021-09-28-hactoberfeat-warmup.json │ │ ├── 2021-09-28-hactoberfeat-warmup.md │ │ ├── 2021-10-10-milvus-helps-analyze-videos.json │ │ ├── 2021-10-10-milvus-helps-analyze-videos.md │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.json │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.md │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.json │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.md │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.json │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.md │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.json │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.md │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.json │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.md │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.json │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.md │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.json │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.md │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.json │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.md │ │ ├── 2021-12-21-milvus-2.0.json │ │ ├── 2021-12-21-milvus-2.0.md │ │ ├── 2021-12-31-get-started-with-milvus-cli.json │ │ ├── 2021-12-31-get-started-with-milvus-cli.md │ │ ├── 2022-01-07-year-in-review.json │ │ ├── 2022-01-07-year-in-review.md │ │ ├── 2022-01-20-story-of-smartnews.json │ │ ├── 2022-01-20-story-of-smartnews.md │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.json │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.md │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.json │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.md │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.json │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.md │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.json │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.md │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.json │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.md │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.json │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.md │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.json │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.md │ │ ├── 2022-08-16-Benchmark-Quick-Setup.json │ │ ├── 2022-08-16-Benchmark-Quick-Setup.md │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.json │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.md │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.json │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.md │ │ ├── 2022-2-14-bitset.json │ │ ├── 2022-2-14-bitset.md │ │ ├── 2022-2-21-compact.json │ │ ├── 2022-2-21-compact.md │ │ ├── 2022-4-12-milvus-10k-stars.json │ │ ├── 2022-4-12-milvus-10k-stars.md │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.json │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.md │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.json │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.md │ │ ├── a-day-in-the-life-of-milvus-datum.json │ │ ├── a-day-in-the-life-of-milvus-datum.md │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.json │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.md │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.json │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.md │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.json │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.md │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.json │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.md │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.json │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.md │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.json │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.md │ │ ├── build-open-source-alternative-to-cursor-with-code-context.json │ │ ├── build-open-source-alternative-to-cursor-with-code-context.md │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.json │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.md │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.json │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.md │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.json │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.md │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.json │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.md │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.json │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.md │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.json │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.md │ │ ├── conversational-memory-in-langchain.json │ │ ├── conversational-memory-in-langchain.md │ │ ├── data-in-and-data-out-in-milvus-2-6.json │ │ ├── data-in-and-data-out-in-milvus-2-6.md │ │ ├── data-security.json │ │ ├── data-security.md │ │ ├── deep-dive-1-milvus-architecture-overview.json │ │ ├── deep-dive-1-milvus-architecture-overview.md │ │ ├── deep-dive-2-milvus-sdk-and-api.json │ │ ├── deep-dive-2-milvus-sdk-and-api.md │ │ ├── deep-dive-3-data-processing.json │ │ ├── deep-dive-3-data-processing.md │ │ ├── deep-dive-4-data-insertion-and-data-persistence.json │ │ ├── deep-dive-4-data-insertion-and-data-persistence.md │ │ ├── deep-dive-5-real-time-query.json │ │ ├── deep-dive-5-real-time-query.md │ │ ├── deep-dive-6-oss-qa.json │ │ ├── deep-dive-6-oss-qa.md │ │ ├── deep-dive-7-query-expression.json │ │ ├── deep-dive-7-query-expression.md │ │ ├── deep-dive-8-knowhere.json │ │ ├── deep-dive-8-knowhere.md │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.json │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.md │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.json │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.md │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.json │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.md │ │ ├── diskann-explained.json │ │ ├── diskann-explained.md │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.json │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.md │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.json │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.md │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.json │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.md │ │ ├── elasticsearch-is-dead-long-live-lexical-search.json │ │ ├── elasticsearch-is-dead-long-live-lexical-search.md │ │ ├── embedded-milvus.json │ │ ├── embedded-milvus.md │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.json │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.md │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.json │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.md │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.json │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.md │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.json │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.md │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.json │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.md │ │ ├── getting-started-with-hnswlib.json │ │ ├── getting-started-with-hnswlib.md │ │ ├── getting-started-with-milvus-cluster-and-k8s.json │ │ ├── getting-started-with-milvus-cluster-and-k8s.md │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.json │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.md │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.json │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.md │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.json │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.md │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.json │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.md │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.json │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.md │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.json │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.md │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.json │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.md │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.json │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.md │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.json │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.md │ │ ├── how-to-choose-the-right-embedding-model-for-rag.json │ │ ├── how-to-choose-the-right-embedding-model-for-rag.md │ │ ├── how-to-choose-the-right-embedding-model.json │ │ ├── how-to-choose-the-right-embedding-model.md │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.json │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.md │ │ ├── how-to-debug-slow-requests-in-milvus.json │ │ ├── how-to-debug-slow-requests-in-milvus.md │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.json │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.md │ │ ├── how-to-filter-efficiently-without-killing-recall.json │ │ ├── how-to-filter-efficiently-without-killing-recall.md │ │ ├── how-to-get-started-with-milvus.json │ │ ├── how-to-get-started-with-milvus.md │ │ ├── how-to-get-the-right-vector-embeddings.json │ │ ├── how-to-get-the-right-vector-embeddings.md │ │ ├── how-to-migrate-data-to-milvus-seamlessly.json │ │ ├── how-to-migrate-data-to-milvus-seamlessly.md │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.json │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.md │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.json │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.md │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.json │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.md │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.json │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.md │ │ ├── in-memory-replicas.json │ │ ├── in-memory-replicas.md │ │ ├── intelligent-wardrobe-customization-system.json │ │ ├── intelligent-wardrobe-customization-system.md │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.json │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.md │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.json │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.md │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.json │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.md │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.json │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.md │ │ ├── introducing-milvus-lite.json │ │ ├── introducing-milvus-lite.md │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.json │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.md │ │ ├── introducing-pymilvus-integrations-with-embedding-models.json │ │ ├── introducing-pymilvus-integrations-with-embedding-models.md │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.json │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.md │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.json │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.md │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.json │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.md │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.json │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.md │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.json │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.md │ │ ├── langchain-vs-langgraph.json │ │ ├── langchain-vs-langgraph.md │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.json │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.md │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.json │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.md │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.json │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.md │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.json │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.md │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.json │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.md │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.json │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.md │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.json │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.md │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.json │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.md │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.json │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.md │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.json │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.md │ │ ├── milvus-embraces-nats-messaging.json │ │ ├── milvus-embraces-nats-messaging.md │ │ ├── milvus-exceeds-40k-github-stars.json │ │ ├── milvus-exceeds-40k-github-stars.md │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.json │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.md │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.json │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.md │ │ ├── milvus-supports-apache-parquet-file-supports.json │ │ ├── milvus-supports-apache-parquet-file-supports.md │ │ ├── milvus-surpasses-20000-GitHub-stars.json │ │ ├── milvus-surpasses-20000-GitHub-stars.md │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.json │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.md │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.json │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.md │ │ ├── multimodal-semantic-search-with-images-and-text.json │ │ ├── multimodal-semantic-search-with-images-and-text.md │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.json │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.md │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.json │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.md │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.json │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.md │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.json │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.md │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.json │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.md │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.json │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.md │ │ ├── raft-or-not.json │ │ ├── raft-or-not.md │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.json │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.md │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.json │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.md │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.json │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.md │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.json │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.md │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.json │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.md │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.json │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.md │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.json │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.md │ │ ├── the-developers-guide-to-milvus-configuration.json │ │ ├── the-developers-guide-to-milvus-configuration.md │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.json │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.md │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.json │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.md │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.json │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.md │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.json │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.md │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.json │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.md │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.json │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.md │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.json │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.md │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.json │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.md │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.json │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.md │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.json │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.md │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.json │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.md │ │ ├── what-is-a-vector-database.json │ │ ├── what-is-a-vector-database.md │ │ ├── what-milvus-taught-us-in-2024.json │ │ ├── what-milvus-taught-us-in-2024.md │ │ ├── what-milvus-version-to-start-with.json │ │ ├── what-milvus-version-to-start-with.md │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.json │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.md │ │ ├── why-ai-databases-do-not-need-sql.json │ │ ├── why-ai-databases-do-not-need-sql.md │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.json │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.md │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.json │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.md │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.json │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.md │ │ ├── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.json │ │ └── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.md │ ├── es │ │ ├── 2019-11-08-data-management.json │ │ ├── 2019-11-08-data-management.md │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.json │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.md │ │ ├── 2019-12-18-datafile-cleanup.json │ │ ├── 2019-12-18-datafile-cleanup.md │ │ ├── 2019-12-24-view-metadata.json │ │ ├── 2019-12-24-view-metadata.md │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.json │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.md │ │ ├── 2019-12-27-meta-table.json │ │ ├── 2019-12-27-meta-table.md │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.json │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.md │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.json │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.md │ │ ├── 2020-02-26-select-index-parameters-ivf-index.json │ │ ├── 2020-02-26-select-index-parameters-ivf-index.md │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.json │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.md │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.json │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.md │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.json │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.md │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.json │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.md │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.json │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.md │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.json │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.md │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.json │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.md │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.json │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.md │ │ ├── 2020-08-22-deleting-data-in-milvus.json │ │ ├── 2020-08-22-deleting-data-in-milvus.md │ │ ├── 2020-08-29-building-video-search-system-with-milvus.json │ │ ├── 2020-08-29-building-video-search-system-with-milvus.md │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.json │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.md │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.json │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.md │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.json │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.md │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.json │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.md │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.json │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.md │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.json │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.md │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.json │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.md │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.json │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.md │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.json │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.md │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.json │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.md │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.json │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.md │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.json │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.md │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.json │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.md │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.json │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.md │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.json │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.md │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.json │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.md │ │ ├── 2021-04-08-AI-applications-with-Milvus.json │ │ ├── 2021-04-08-AI-applications-with-Milvus.md │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.json │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.md │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.json │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.md │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.json │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.md │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.json │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.md │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.json │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.md │ │ ├── 2021-05-19-ai-in-finance.json │ │ ├── 2021-05-19-ai-in-finance.md │ │ ├── 2021-05-20-inside-milvus-1.1.0.json │ │ ├── 2021-05-20-inside-milvus-1.1.0.md │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.json │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.md │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.json │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.md │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.json │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.md │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.json │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.md │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.json │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.md │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.json │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.md │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.json │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.md │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.json │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.md │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.json │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.md │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.json │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.md │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.json │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.md │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.json │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.md │ │ ├── 2021-09-24-diskann.json │ │ ├── 2021-09-24-diskann.md │ │ ├── 2021-09-26-onnx.json │ │ ├── 2021-09-26-onnx.md │ │ ├── 2021-09-28-hactoberfeat-warmup.json │ │ ├── 2021-09-28-hactoberfeat-warmup.md │ │ ├── 2021-10-10-milvus-helps-analyze-videos.json │ │ ├── 2021-10-10-milvus-helps-analyze-videos.md │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.json │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.md │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.json │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.md │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.json │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.md │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.json │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.md │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.json │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.md │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.json │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.md │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.json │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.md │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.json │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.md │ │ ├── 2021-12-21-milvus-2.0.json │ │ ├── 2021-12-21-milvus-2.0.md │ │ ├── 2021-12-31-get-started-with-milvus-cli.json │ │ ├── 2021-12-31-get-started-with-milvus-cli.md │ │ ├── 2022-01-07-year-in-review.json │ │ ├── 2022-01-07-year-in-review.md │ │ ├── 2022-01-20-story-of-smartnews.json │ │ ├── 2022-01-20-story-of-smartnews.md │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.json │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.md │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.json │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.md │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.json │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.md │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.json │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.md │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.json │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.md │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.json │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.md │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.json │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.md │ │ ├── 2022-08-16-Benchmark-Quick-Setup.json │ │ ├── 2022-08-16-Benchmark-Quick-Setup.md │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.json │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.md │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.json │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.md │ │ ├── 2022-2-14-bitset.json │ │ ├── 2022-2-14-bitset.md │ │ ├── 2022-2-21-compact.json │ │ ├── 2022-2-21-compact.md │ │ ├── 2022-4-12-milvus-10k-stars.json │ │ ├── 2022-4-12-milvus-10k-stars.md │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.json │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.md │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.json │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.md │ │ ├── a-day-in-the-life-of-milvus-datum.json │ │ ├── a-day-in-the-life-of-milvus-datum.md │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.json │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.md │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.json │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.md │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.json │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.md │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.json │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.md │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.json │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.md │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.json │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.md │ │ ├── build-open-source-alternative-to-cursor-with-code-context.json │ │ ├── build-open-source-alternative-to-cursor-with-code-context.md │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.json │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.md │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.json │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.md │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.json │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.md │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.json │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.md │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.json │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.md │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.json │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.md │ │ ├── conversational-memory-in-langchain.json │ │ ├── conversational-memory-in-langchain.md │ │ ├── data-in-and-data-out-in-milvus-2-6.json │ │ ├── data-in-and-data-out-in-milvus-2-6.md │ │ ├── data-security.json │ │ ├── data-security.md │ │ ├── deep-dive-1-milvus-architecture-overview.json │ │ ├── deep-dive-1-milvus-architecture-overview.md │ │ ├── deep-dive-2-milvus-sdk-and-api.json │ │ ├── deep-dive-2-milvus-sdk-and-api.md │ │ ├── deep-dive-3-data-processing.json │ │ ├── deep-dive-3-data-processing.md │ │ ├── deep-dive-4-data-insertion-and-data-persistence.json │ │ ├── deep-dive-4-data-insertion-and-data-persistence.md │ │ ├── deep-dive-5-real-time-query.json │ │ ├── deep-dive-5-real-time-query.md │ │ ├── deep-dive-6-oss-qa.json │ │ ├── deep-dive-6-oss-qa.md │ │ ├── deep-dive-7-query-expression.json │ │ ├── deep-dive-7-query-expression.md │ │ ├── deep-dive-8-knowhere.json │ │ ├── deep-dive-8-knowhere.md │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.json │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.md │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.json │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.md │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.json │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.md │ │ ├── diskann-explained.json │ │ ├── diskann-explained.md │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.json │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.md │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.json │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.md │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.json │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.md │ │ ├── elasticsearch-is-dead-long-live-lexical-search.json │ │ ├── elasticsearch-is-dead-long-live-lexical-search.md │ │ ├── embedded-milvus.json │ │ ├── embedded-milvus.md │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.json │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.md │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.json │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.md │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.json │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.md │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.json │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.md │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.json │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.md │ │ ├── getting-started-with-hnswlib.json │ │ ├── getting-started-with-hnswlib.md │ │ ├── getting-started-with-milvus-cluster-and-k8s.json │ │ ├── getting-started-with-milvus-cluster-and-k8s.md │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.json │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.md │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.json │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.md │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.json │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.md │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.json │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.md │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.json │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.md │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.json │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.md │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.json │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.md │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.json │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.md │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.json │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.md │ │ ├── how-to-choose-the-right-embedding-model-for-rag.json │ │ ├── how-to-choose-the-right-embedding-model-for-rag.md │ │ ├── how-to-choose-the-right-embedding-model.json │ │ ├── how-to-choose-the-right-embedding-model.md │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.json │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.md │ │ ├── how-to-debug-slow-requests-in-milvus.json │ │ ├── how-to-debug-slow-requests-in-milvus.md │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.json │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.md │ │ ├── how-to-filter-efficiently-without-killing-recall.json │ │ ├── how-to-filter-efficiently-without-killing-recall.md │ │ ├── how-to-get-started-with-milvus.json │ │ ├── how-to-get-started-with-milvus.md │ │ ├── how-to-get-the-right-vector-embeddings.json │ │ ├── how-to-get-the-right-vector-embeddings.md │ │ ├── how-to-migrate-data-to-milvus-seamlessly.json │ │ ├── how-to-migrate-data-to-milvus-seamlessly.md │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.json │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.md │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.json │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.md │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.json │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.md │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.json │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.md │ │ ├── in-memory-replicas.json │ │ ├── in-memory-replicas.md │ │ ├── intelligent-wardrobe-customization-system.json │ │ ├── intelligent-wardrobe-customization-system.md │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.json │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.md │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.json │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.md │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.json │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.md │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.json │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.md │ │ ├── introducing-milvus-lite.json │ │ ├── introducing-milvus-lite.md │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.json │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.md │ │ ├── introducing-pymilvus-integrations-with-embedding-models.json │ │ ├── introducing-pymilvus-integrations-with-embedding-models.md │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.json │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.md │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.json │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.md │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.json │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.md │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.json │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.md │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.json │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.md │ │ ├── langchain-vs-langgraph.json │ │ ├── langchain-vs-langgraph.md │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.json │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.md │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.json │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.md │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.json │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.md │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.json │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.md │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.json │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.md │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.json │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.md │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.json │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.md │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.json │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.md │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.json │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.md │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.json │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.md │ │ ├── milvus-embraces-nats-messaging.json │ │ ├── milvus-embraces-nats-messaging.md │ │ ├── milvus-exceeds-40k-github-stars.json │ │ ├── milvus-exceeds-40k-github-stars.md │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.json │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.md │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.json │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.md │ │ ├── milvus-supports-apache-parquet-file-supports.json │ │ ├── milvus-supports-apache-parquet-file-supports.md │ │ ├── milvus-surpasses-20000-GitHub-stars.json │ │ ├── milvus-surpasses-20000-GitHub-stars.md │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.json │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.md │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.json │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.md │ │ ├── multimodal-semantic-search-with-images-and-text.json │ │ ├── multimodal-semantic-search-with-images-and-text.md │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.json │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.md │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.json │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.md │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.json │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.md │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.json │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.md │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.json │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.md │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.json │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.md │ │ ├── raft-or-not.json │ │ ├── raft-or-not.md │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.json │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.md │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.json │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.md │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.json │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.md │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.json │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.md │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.json │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.md │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.json │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.md │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.json │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.md │ │ ├── the-developers-guide-to-milvus-configuration.json │ │ ├── the-developers-guide-to-milvus-configuration.md │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.json │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.md │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.json │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.md │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.json │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.md │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.json │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.md │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.json │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.md │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.json │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.md │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.json │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.md │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.json │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.md │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.json │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.md │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.json │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.md │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.json │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.md │ │ ├── what-is-a-vector-database.json │ │ ├── what-is-a-vector-database.md │ │ ├── what-milvus-taught-us-in-2024.json │ │ ├── what-milvus-taught-us-in-2024.md │ │ ├── what-milvus-version-to-start-with.json │ │ ├── what-milvus-version-to-start-with.md │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.json │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.md │ │ ├── why-ai-databases-do-not-need-sql.json │ │ ├── why-ai-databases-do-not-need-sql.md │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.json │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.md │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.json │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.md │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.json │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.md │ │ ├── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.json │ │ └── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.md │ ├── fr │ │ ├── 2019-11-08-data-management.json │ │ ├── 2019-11-08-data-management.md │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.json │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.md │ │ ├── 2019-12-18-datafile-cleanup.json │ │ ├── 2019-12-18-datafile-cleanup.md │ │ ├── 2019-12-24-view-metadata.json │ │ ├── 2019-12-24-view-metadata.md │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.json │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.md │ │ ├── 2019-12-27-meta-table.json │ │ ├── 2019-12-27-meta-table.md │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.json │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.md │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.json │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.md │ │ ├── 2020-02-26-select-index-parameters-ivf-index.json │ │ ├── 2020-02-26-select-index-parameters-ivf-index.md │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.json │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.md │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.json │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.md │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.json │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.md │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.json │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.md │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.json │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.md │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.json │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.md │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.json │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.md │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.json │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.md │ │ ├── 2020-08-22-deleting-data-in-milvus.json │ │ ├── 2020-08-22-deleting-data-in-milvus.md │ │ ├── 2020-08-29-building-video-search-system-with-milvus.json │ │ ├── 2020-08-29-building-video-search-system-with-milvus.md │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.json │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.md │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.json │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.md │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.json │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.md │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.json │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.md │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.json │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.md │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.json │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.md │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.json │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.md │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.json │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.md │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.json │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.md │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.json │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.md │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.json │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.md │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.json │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.md │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.json │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.md │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.json │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.md │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.json │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.md │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.json │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.md │ │ ├── 2021-04-08-AI-applications-with-Milvus.json │ │ ├── 2021-04-08-AI-applications-with-Milvus.md │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.json │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.md │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.json │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.md │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.json │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.md │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.json │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.md │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.json │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.md │ │ ├── 2021-05-19-ai-in-finance.json │ │ ├── 2021-05-19-ai-in-finance.md │ │ ├── 2021-05-20-inside-milvus-1.1.0.json │ │ ├── 2021-05-20-inside-milvus-1.1.0.md │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.json │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.md │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.json │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.md │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.json │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.md │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.json │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.md │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.json │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.md │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.json │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.md │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.json │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.md │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.json │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.md │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.json │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.md │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.json │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.md │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.json │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.md │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.json │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.md │ │ ├── 2021-09-24-diskann.json │ │ ├── 2021-09-24-diskann.md │ │ ├── 2021-09-26-onnx.json │ │ ├── 2021-09-26-onnx.md │ │ ├── 2021-09-28-hactoberfeat-warmup.json │ │ ├── 2021-09-28-hactoberfeat-warmup.md │ │ ├── 2021-10-10-milvus-helps-analyze-videos.json │ │ ├── 2021-10-10-milvus-helps-analyze-videos.md │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.json │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.md │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.json │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.md │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.json │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.md │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.json │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.md │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.json │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.md │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.json │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.md │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.json │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.md │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.json │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.md │ │ ├── 2021-12-21-milvus-2.0.json │ │ ├── 2021-12-21-milvus-2.0.md │ │ ├── 2021-12-31-get-started-with-milvus-cli.json │ │ ├── 2021-12-31-get-started-with-milvus-cli.md │ │ ├── 2022-01-07-year-in-review.json │ │ ├── 2022-01-07-year-in-review.md │ │ ├── 2022-01-20-story-of-smartnews.json │ │ ├── 2022-01-20-story-of-smartnews.md │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.json │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.md │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.json │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.md │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.json │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.md │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.json │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.md │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.json │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.md │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.json │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.md │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.json │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.md │ │ ├── 2022-08-16-Benchmark-Quick-Setup.json │ │ ├── 2022-08-16-Benchmark-Quick-Setup.md │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.json │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.md │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.json │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.md │ │ ├── 2022-2-14-bitset.json │ │ ├── 2022-2-14-bitset.md │ │ ├── 2022-2-21-compact.json │ │ ├── 2022-2-21-compact.md │ │ ├── 2022-4-12-milvus-10k-stars.json │ │ ├── 2022-4-12-milvus-10k-stars.md │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.json │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.md │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.json │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.md │ │ ├── a-day-in-the-life-of-milvus-datum.json │ │ ├── a-day-in-the-life-of-milvus-datum.md │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.json │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.md │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.json │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.md │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.json │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.md │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.json │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.md │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.json │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.md │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.json │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.md │ │ ├── build-open-source-alternative-to-cursor-with-code-context.json │ │ ├── build-open-source-alternative-to-cursor-with-code-context.md │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.json │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.md │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.json │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.md │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.json │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.md │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.json │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.md │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.json │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.md │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.json │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.md │ │ ├── conversational-memory-in-langchain.json │ │ ├── conversational-memory-in-langchain.md │ │ ├── data-in-and-data-out-in-milvus-2-6.json │ │ ├── data-in-and-data-out-in-milvus-2-6.md │ │ ├── data-security.json │ │ ├── data-security.md │ │ ├── deep-dive-1-milvus-architecture-overview.json │ │ ├── deep-dive-1-milvus-architecture-overview.md │ │ ├── deep-dive-2-milvus-sdk-and-api.json │ │ ├── deep-dive-2-milvus-sdk-and-api.md │ │ ├── deep-dive-3-data-processing.json │ │ ├── deep-dive-3-data-processing.md │ │ ├── deep-dive-4-data-insertion-and-data-persistence.json │ │ ├── deep-dive-4-data-insertion-and-data-persistence.md │ │ ├── deep-dive-5-real-time-query.json │ │ ├── deep-dive-5-real-time-query.md │ │ ├── deep-dive-6-oss-qa.json │ │ ├── deep-dive-6-oss-qa.md │ │ ├── deep-dive-7-query-expression.json │ │ ├── deep-dive-7-query-expression.md │ │ ├── deep-dive-8-knowhere.json │ │ ├── deep-dive-8-knowhere.md │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.json │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.md │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.json │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.md │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.json │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.md │ │ ├── diskann-explained.json │ │ ├── diskann-explained.md │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.json │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.md │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.json │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.md │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.json │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.md │ │ ├── elasticsearch-is-dead-long-live-lexical-search.json │ │ ├── elasticsearch-is-dead-long-live-lexical-search.md │ │ ├── embedded-milvus.json │ │ ├── embedded-milvus.md │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.json │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.md │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.json │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.md │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.json │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.md │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.json │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.md │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.json │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.md │ │ ├── getting-started-with-hnswlib.json │ │ ├── getting-started-with-hnswlib.md │ │ ├── getting-started-with-milvus-cluster-and-k8s.json │ │ ├── getting-started-with-milvus-cluster-and-k8s.md │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.json │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.md │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.json │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.md │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.json │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.md │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.json │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.md │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.json │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.md │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.json │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.md │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.json │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.md │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.json │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.md │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.json │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.md │ │ ├── how-to-choose-the-right-embedding-model-for-rag.json │ │ ├── how-to-choose-the-right-embedding-model-for-rag.md │ │ ├── how-to-choose-the-right-embedding-model.json │ │ ├── how-to-choose-the-right-embedding-model.md │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.json │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.md │ │ ├── how-to-debug-slow-requests-in-milvus.json │ │ ├── how-to-debug-slow-requests-in-milvus.md │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.json │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.md │ │ ├── how-to-filter-efficiently-without-killing-recall.json │ │ ├── how-to-filter-efficiently-without-killing-recall.md │ │ ├── how-to-get-started-with-milvus.json │ │ ├── how-to-get-started-with-milvus.md │ │ ├── how-to-get-the-right-vector-embeddings.json │ │ ├── how-to-get-the-right-vector-embeddings.md │ │ ├── how-to-migrate-data-to-milvus-seamlessly.json │ │ ├── how-to-migrate-data-to-milvus-seamlessly.md │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.json │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.md │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.json │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.md │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.json │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.md │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.json │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.md │ │ ├── in-memory-replicas.json │ │ ├── in-memory-replicas.md │ │ ├── intelligent-wardrobe-customization-system.json │ │ ├── intelligent-wardrobe-customization-system.md │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.json │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.md │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.json │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.md │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.json │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.md │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.json │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.md │ │ ├── introducing-milvus-lite.json │ │ ├── introducing-milvus-lite.md │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.json │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.md │ │ ├── introducing-pymilvus-integrations-with-embedding-models.json │ │ ├── introducing-pymilvus-integrations-with-embedding-models.md │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.json │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.md │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.json │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.md │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.json │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.md │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.json │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.md │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.json │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.md │ │ ├── langchain-vs-langgraph.json │ │ ├── langchain-vs-langgraph.md │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.json │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.md │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.json │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.md │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.json │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.md │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.json │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.md │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.json │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.md │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.json │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.md │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.json │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.md │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.json │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.md │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.json │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.md │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.json │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.md │ │ ├── milvus-embraces-nats-messaging.json │ │ ├── milvus-embraces-nats-messaging.md │ │ ├── milvus-exceeds-40k-github-stars.json │ │ ├── milvus-exceeds-40k-github-stars.md │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.json │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.md │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.json │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.md │ │ ├── milvus-supports-apache-parquet-file-supports.json │ │ ├── milvus-supports-apache-parquet-file-supports.md │ │ ├── milvus-surpasses-20000-GitHub-stars.json │ │ ├── milvus-surpasses-20000-GitHub-stars.md │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.json │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.md │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.json │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.md │ │ ├── multimodal-semantic-search-with-images-and-text.json │ │ ├── multimodal-semantic-search-with-images-and-text.md │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.json │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.md │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.json │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.md │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.json │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.md │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.json │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.md │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.json │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.md │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.json │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.md │ │ ├── raft-or-not.json │ │ ├── raft-or-not.md │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.json │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.md │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.json │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.md │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.json │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.md │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.json │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.md │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.json │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.md │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.json │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.md │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.json │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.md │ │ ├── the-developers-guide-to-milvus-configuration.json │ │ ├── the-developers-guide-to-milvus-configuration.md │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.json │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.md │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.json │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.md │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.json │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.md │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.json │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.md │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.json │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.md │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.json │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.md │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.json │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.md │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.json │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.md │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.json │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.md │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.json │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.md │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.json │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.md │ │ ├── what-is-a-vector-database.json │ │ ├── what-is-a-vector-database.md │ │ ├── what-milvus-taught-us-in-2024.json │ │ ├── what-milvus-taught-us-in-2024.md │ │ ├── what-milvus-version-to-start-with.json │ │ ├── what-milvus-version-to-start-with.md │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.json │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.md │ │ ├── why-ai-databases-do-not-need-sql.json │ │ ├── why-ai-databases-do-not-need-sql.md │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.json │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.md │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.json │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.md │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.json │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.md │ │ ├── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.json │ │ └── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.md │ ├── id │ │ ├── 2019-11-08-data-management.json │ │ ├── 2019-11-08-data-management.md │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.json │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.md │ │ ├── 2019-12-18-datafile-cleanup.json │ │ ├── 2019-12-18-datafile-cleanup.md │ │ ├── 2019-12-24-view-metadata.json │ │ ├── 2019-12-24-view-metadata.md │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.json │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.md │ │ ├── 2019-12-27-meta-table.json │ │ ├── 2019-12-27-meta-table.md │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.json │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.md │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.json │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.md │ │ ├── 2020-02-26-select-index-parameters-ivf-index.json │ │ ├── 2020-02-26-select-index-parameters-ivf-index.md │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.json │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.md │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.json │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.md │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.json │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.md │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.json │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.md │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.json │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.md │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.json │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.md │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.json │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.md │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.json │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.md │ │ ├── 2020-08-22-deleting-data-in-milvus.json │ │ ├── 2020-08-22-deleting-data-in-milvus.md │ │ ├── 2020-08-29-building-video-search-system-with-milvus.json │ │ ├── 2020-08-29-building-video-search-system-with-milvus.md │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.json │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.md │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.json │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.md │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.json │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.md │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.json │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.md │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.json │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.md │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.json │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.md │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.json │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.md │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.json │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.md │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.json │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.md │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.json │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.md │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.json │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.md │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.json │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.md │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.json │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.md │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.json │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.md │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.json │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.md │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.json │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.md │ │ ├── 2021-04-08-AI-applications-with-Milvus.json │ │ ├── 2021-04-08-AI-applications-with-Milvus.md │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.json │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.md │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.json │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.md │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.json │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.md │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.json │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.md │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.json │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.md │ │ ├── 2021-05-19-ai-in-finance.json │ │ ├── 2021-05-19-ai-in-finance.md │ │ ├── 2021-05-20-inside-milvus-1.1.0.json │ │ ├── 2021-05-20-inside-milvus-1.1.0.md │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.json │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.md │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.json │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.md │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.json │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.md │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.json │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.md │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.json │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.md │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.json │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.md │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.json │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.md │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.json │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.md │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.json │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.md │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.json │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.md │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.json │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.md │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.json │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.md │ │ ├── 2021-09-24-diskann.json │ │ ├── 2021-09-24-diskann.md │ │ ├── 2021-09-26-onnx.json │ │ ├── 2021-09-26-onnx.md │ │ ├── 2021-09-28-hactoberfeat-warmup.json │ │ ├── 2021-09-28-hactoberfeat-warmup.md │ │ ├── 2021-10-10-milvus-helps-analyze-videos.json │ │ ├── 2021-10-10-milvus-helps-analyze-videos.md │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.json │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.md │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.json │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.md │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.json │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.md │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.json │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.md │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.json │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.md │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.json │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.md │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.json │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.md │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.json │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.md │ │ ├── 2021-12-21-milvus-2.0.json │ │ ├── 2021-12-21-milvus-2.0.md │ │ ├── 2021-12-31-get-started-with-milvus-cli.json │ │ ├── 2021-12-31-get-started-with-milvus-cli.md │ │ ├── 2022-01-07-year-in-review.json │ │ ├── 2022-01-07-year-in-review.md │ │ ├── 2022-01-20-story-of-smartnews.json │ │ ├── 2022-01-20-story-of-smartnews.md │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.json │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.md │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.json │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.md │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.json │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.md │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.json │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.md │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.json │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.md │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.json │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.md │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.json │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.md │ │ ├── 2022-08-16-Benchmark-Quick-Setup.json │ │ ├── 2022-08-16-Benchmark-Quick-Setup.md │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.json │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.md │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.json │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.md │ │ ├── 2022-2-14-bitset.json │ │ ├── 2022-2-14-bitset.md │ │ ├── 2022-2-21-compact.json │ │ ├── 2022-2-21-compact.md │ │ ├── 2022-4-12-milvus-10k-stars.json │ │ ├── 2022-4-12-milvus-10k-stars.md │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.json │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.md │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.json │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.md │ │ ├── a-day-in-the-life-of-milvus-datum.json │ │ ├── a-day-in-the-life-of-milvus-datum.md │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.json │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.md │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.json │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.md │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.json │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.md │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.json │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.md │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.json │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.md │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.json │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.md │ │ ├── build-open-source-alternative-to-cursor-with-code-context.json │ │ ├── build-open-source-alternative-to-cursor-with-code-context.md │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.json │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.md │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.json │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.md │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.json │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.md │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.json │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.md │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.json │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.md │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.json │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.md │ │ ├── conversational-memory-in-langchain.json │ │ ├── conversational-memory-in-langchain.md │ │ ├── data-in-and-data-out-in-milvus-2-6.json │ │ ├── data-in-and-data-out-in-milvus-2-6.md │ │ ├── data-security.json │ │ ├── data-security.md │ │ ├── deep-dive-1-milvus-architecture-overview.json │ │ ├── deep-dive-1-milvus-architecture-overview.md │ │ ├── deep-dive-2-milvus-sdk-and-api.json │ │ ├── deep-dive-2-milvus-sdk-and-api.md │ │ ├── deep-dive-3-data-processing.json │ │ ├── deep-dive-3-data-processing.md │ │ ├── deep-dive-4-data-insertion-and-data-persistence.json │ │ ├── deep-dive-4-data-insertion-and-data-persistence.md │ │ ├── deep-dive-5-real-time-query.json │ │ ├── deep-dive-5-real-time-query.md │ │ ├── deep-dive-6-oss-qa.json │ │ ├── deep-dive-6-oss-qa.md │ │ ├── deep-dive-7-query-expression.json │ │ ├── deep-dive-7-query-expression.md │ │ ├── deep-dive-8-knowhere.json │ │ ├── deep-dive-8-knowhere.md │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.json │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.md │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.json │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.md │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.json │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.md │ │ ├── diskann-explained.json │ │ ├── diskann-explained.md │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.json │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.md │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.json │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.md │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.json │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.md │ │ ├── elasticsearch-is-dead-long-live-lexical-search.json │ │ ├── elasticsearch-is-dead-long-live-lexical-search.md │ │ ├── embedded-milvus.json │ │ ├── embedded-milvus.md │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.json │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.md │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.json │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.md │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.json │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.md │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.json │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.md │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.json │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.md │ │ ├── getting-started-with-hnswlib.json │ │ ├── getting-started-with-hnswlib.md │ │ ├── getting-started-with-milvus-cluster-and-k8s.json │ │ ├── getting-started-with-milvus-cluster-and-k8s.md │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.json │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.md │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.json │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.md │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.json │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.md │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.json │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.md │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.json │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.md │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.json │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.md │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.json │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.md │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.json │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.md │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.json │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.md │ │ ├── how-to-choose-the-right-embedding-model-for-rag.json │ │ ├── how-to-choose-the-right-embedding-model-for-rag.md │ │ ├── how-to-choose-the-right-embedding-model.json │ │ ├── how-to-choose-the-right-embedding-model.md │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.json │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.md │ │ ├── how-to-debug-slow-requests-in-milvus.json │ │ ├── how-to-debug-slow-requests-in-milvus.md │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.json │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.md │ │ ├── how-to-filter-efficiently-without-killing-recall.json │ │ ├── how-to-filter-efficiently-without-killing-recall.md │ │ ├── how-to-get-started-with-milvus.json │ │ ├── how-to-get-started-with-milvus.md │ │ ├── how-to-get-the-right-vector-embeddings.json │ │ ├── how-to-get-the-right-vector-embeddings.md │ │ ├── how-to-migrate-data-to-milvus-seamlessly.json │ │ ├── how-to-migrate-data-to-milvus-seamlessly.md │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.json │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.md │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.json │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.md │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.json │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.md │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.json │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.md │ │ ├── in-memory-replicas.json │ │ ├── in-memory-replicas.md │ │ ├── intelligent-wardrobe-customization-system.json │ │ ├── intelligent-wardrobe-customization-system.md │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.json │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.md │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.json │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.md │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.json │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.md │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.json │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.md │ │ ├── introducing-milvus-lite.json │ │ ├── introducing-milvus-lite.md │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.json │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.md │ │ ├── introducing-pymilvus-integrations-with-embedding-models.json │ │ ├── introducing-pymilvus-integrations-with-embedding-models.md │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.json │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.md │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.json │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.md │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.json │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.md │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.json │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.md │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.json │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.md │ │ ├── langchain-vs-langgraph.json │ │ ├── langchain-vs-langgraph.md │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.json │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.md │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.json │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.md │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.json │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.md │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.json │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.md │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.json │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.md │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.json │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.md │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.json │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.md │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.json │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.md │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.json │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.md │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.json │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.md │ │ ├── milvus-embraces-nats-messaging.json │ │ ├── milvus-embraces-nats-messaging.md │ │ ├── milvus-exceeds-40k-github-stars.json │ │ ├── milvus-exceeds-40k-github-stars.md │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.json │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.md │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.json │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.md │ │ ├── milvus-supports-apache-parquet-file-supports.json │ │ ├── milvus-supports-apache-parquet-file-supports.md │ │ ├── milvus-surpasses-20000-GitHub-stars.json │ │ ├── milvus-surpasses-20000-GitHub-stars.md │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.json │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.md │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.json │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.md │ │ ├── multimodal-semantic-search-with-images-and-text.json │ │ ├── multimodal-semantic-search-with-images-and-text.md │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.json │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.md │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.json │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.md │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.json │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.md │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.json │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.md │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.json │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.md │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.json │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.md │ │ ├── raft-or-not.json │ │ ├── raft-or-not.md │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.json │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.md │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.json │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.md │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.json │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.md │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.json │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.md │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.json │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.md │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.json │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.md │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.json │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.md │ │ ├── the-developers-guide-to-milvus-configuration.json │ │ ├── the-developers-guide-to-milvus-configuration.md │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.json │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.md │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.json │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.md │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.json │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.md │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.json │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.md │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.json │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.md │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.json │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.md │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.json │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.md │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.json │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.md │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.json │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.md │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.json │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.md │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.json │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.md │ │ ├── what-is-a-vector-database.json │ │ ├── what-is-a-vector-database.md │ │ ├── what-milvus-taught-us-in-2024.json │ │ ├── what-milvus-taught-us-in-2024.md │ │ ├── what-milvus-version-to-start-with.json │ │ ├── what-milvus-version-to-start-with.md │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.json │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.md │ │ ├── why-ai-databases-do-not-need-sql.json │ │ ├── why-ai-databases-do-not-need-sql.md │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.json │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.md │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.json │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.md │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.json │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.md │ │ ├── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.json │ │ └── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.md │ ├── it │ │ ├── 2019-11-08-data-management.json │ │ ├── 2019-11-08-data-management.md │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.json │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.md │ │ ├── 2019-12-18-datafile-cleanup.json │ │ ├── 2019-12-18-datafile-cleanup.md │ │ ├── 2019-12-24-view-metadata.json │ │ ├── 2019-12-24-view-metadata.md │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.json │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.md │ │ ├── 2019-12-27-meta-table.json │ │ ├── 2019-12-27-meta-table.md │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.json │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.md │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.json │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.md │ │ ├── 2020-02-26-select-index-parameters-ivf-index.json │ │ ├── 2020-02-26-select-index-parameters-ivf-index.md │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.json │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.md │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.json │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.md │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.json │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.md │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.json │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.md │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.json │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.md │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.json │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.md │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.json │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.md │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.json │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.md │ │ ├── 2020-08-22-deleting-data-in-milvus.json │ │ ├── 2020-08-22-deleting-data-in-milvus.md │ │ ├── 2020-08-29-building-video-search-system-with-milvus.json │ │ ├── 2020-08-29-building-video-search-system-with-milvus.md │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.json │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.md │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.json │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.md │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.json │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.md │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.json │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.md │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.json │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.md │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.json │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.md │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.json │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.md │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.json │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.md │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.json │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.md │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.json │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.md │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.json │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.md │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.json │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.md │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.json │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.md │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.json │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.md │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.json │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.md │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.json │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.md │ │ ├── 2021-04-08-AI-applications-with-Milvus.json │ │ ├── 2021-04-08-AI-applications-with-Milvus.md │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.json │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.md │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.json │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.md │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.json │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.md │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.json │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.md │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.json │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.md │ │ ├── 2021-05-19-ai-in-finance.json │ │ ├── 2021-05-19-ai-in-finance.md │ │ ├── 2021-05-20-inside-milvus-1.1.0.json │ │ ├── 2021-05-20-inside-milvus-1.1.0.md │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.json │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.md │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.json │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.md │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.json │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.md │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.json │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.md │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.json │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.md │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.json │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.md │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.json │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.md │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.json │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.md │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.json │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.md │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.json │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.md │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.json │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.md │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.json │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.md │ │ ├── 2021-09-24-diskann.json │ │ ├── 2021-09-24-diskann.md │ │ ├── 2021-09-26-onnx.json │ │ ├── 2021-09-26-onnx.md │ │ ├── 2021-09-28-hactoberfeat-warmup.json │ │ ├── 2021-09-28-hactoberfeat-warmup.md │ │ ├── 2021-10-10-milvus-helps-analyze-videos.json │ │ ├── 2021-10-10-milvus-helps-analyze-videos.md │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.json │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.md │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.json │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.md │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.json │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.md │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.json │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.md │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.json │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.md │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.json │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.md │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.json │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.md │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.json │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.md │ │ ├── 2021-12-21-milvus-2.0.json │ │ ├── 2021-12-21-milvus-2.0.md │ │ ├── 2021-12-31-get-started-with-milvus-cli.json │ │ ├── 2021-12-31-get-started-with-milvus-cli.md │ │ ├── 2022-01-07-year-in-review.json │ │ ├── 2022-01-07-year-in-review.md │ │ ├── 2022-01-20-story-of-smartnews.json │ │ ├── 2022-01-20-story-of-smartnews.md │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.json │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.md │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.json │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.md │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.json │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.md │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.json │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.md │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.json │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.md │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.json │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.md │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.json │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.md │ │ ├── 2022-08-16-Benchmark-Quick-Setup.json │ │ ├── 2022-08-16-Benchmark-Quick-Setup.md │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.json │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.md │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.json │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.md │ │ ├── 2022-2-14-bitset.json │ │ ├── 2022-2-14-bitset.md │ │ ├── 2022-2-21-compact.json │ │ ├── 2022-2-21-compact.md │ │ ├── 2022-4-12-milvus-10k-stars.json │ │ ├── 2022-4-12-milvus-10k-stars.md │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.json │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.md │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.json │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.md │ │ ├── a-day-in-the-life-of-milvus-datum.json │ │ ├── a-day-in-the-life-of-milvus-datum.md │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.json │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.md │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.json │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.md │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.json │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.md │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.json │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.md │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.json │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.md │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.json │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.md │ │ ├── build-open-source-alternative-to-cursor-with-code-context.json │ │ ├── build-open-source-alternative-to-cursor-with-code-context.md │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.json │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.md │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.json │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.md │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.json │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.md │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.json │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.md │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.json │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.md │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.json │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.md │ │ ├── conversational-memory-in-langchain.json │ │ ├── conversational-memory-in-langchain.md │ │ ├── data-in-and-data-out-in-milvus-2-6.json │ │ ├── data-in-and-data-out-in-milvus-2-6.md │ │ ├── data-security.json │ │ ├── data-security.md │ │ ├── deep-dive-1-milvus-architecture-overview.json │ │ ├── deep-dive-1-milvus-architecture-overview.md │ │ ├── deep-dive-2-milvus-sdk-and-api.json │ │ ├── deep-dive-2-milvus-sdk-and-api.md │ │ ├── deep-dive-3-data-processing.json │ │ ├── deep-dive-3-data-processing.md │ │ ├── deep-dive-4-data-insertion-and-data-persistence.json │ │ ├── deep-dive-4-data-insertion-and-data-persistence.md │ │ ├── deep-dive-5-real-time-query.json │ │ ├── deep-dive-5-real-time-query.md │ │ ├── deep-dive-6-oss-qa.json │ │ ├── deep-dive-6-oss-qa.md │ │ ├── deep-dive-7-query-expression.json │ │ ├── deep-dive-7-query-expression.md │ │ ├── deep-dive-8-knowhere.json │ │ ├── deep-dive-8-knowhere.md │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.json │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.md │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.json │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.md │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.json │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.md │ │ ├── diskann-explained.json │ │ ├── diskann-explained.md │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.json │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.md │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.json │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.md │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.json │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.md │ │ ├── elasticsearch-is-dead-long-live-lexical-search.json │ │ ├── elasticsearch-is-dead-long-live-lexical-search.md │ │ ├── embedded-milvus.json │ │ ├── embedded-milvus.md │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.json │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.md │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.json │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.md │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.json │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.md │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.json │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.md │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.json │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.md │ │ ├── getting-started-with-hnswlib.json │ │ ├── getting-started-with-hnswlib.md │ │ ├── getting-started-with-milvus-cluster-and-k8s.json │ │ ├── getting-started-with-milvus-cluster-and-k8s.md │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.json │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.md │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.json │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.md │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.json │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.md │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.json │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.md │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.json │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.md │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.json │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.md │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.json │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.md │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.json │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.md │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.json │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.md │ │ ├── how-to-choose-the-right-embedding-model-for-rag.json │ │ ├── how-to-choose-the-right-embedding-model-for-rag.md │ │ ├── how-to-choose-the-right-embedding-model.json │ │ ├── how-to-choose-the-right-embedding-model.md │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.json │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.md │ │ ├── how-to-debug-slow-requests-in-milvus.json │ │ ├── how-to-debug-slow-requests-in-milvus.md │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.json │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.md │ │ ├── how-to-filter-efficiently-without-killing-recall.json │ │ ├── how-to-filter-efficiently-without-killing-recall.md │ │ ├── how-to-get-started-with-milvus.json │ │ ├── how-to-get-started-with-milvus.md │ │ ├── how-to-get-the-right-vector-embeddings.json │ │ ├── how-to-get-the-right-vector-embeddings.md │ │ ├── how-to-migrate-data-to-milvus-seamlessly.json │ │ ├── how-to-migrate-data-to-milvus-seamlessly.md │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.json │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.md │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.json │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.md │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.json │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.md │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.json │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.md │ │ ├── in-memory-replicas.json │ │ ├── in-memory-replicas.md │ │ ├── intelligent-wardrobe-customization-system.json │ │ ├── intelligent-wardrobe-customization-system.md │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.json │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.md │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.json │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.md │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.json │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.md │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.json │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.md │ │ ├── introducing-milvus-lite.json │ │ ├── introducing-milvus-lite.md │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.json │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.md │ │ ├── introducing-pymilvus-integrations-with-embedding-models.json │ │ ├── introducing-pymilvus-integrations-with-embedding-models.md │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.json │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.md │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.json │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.md │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.json │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.md │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.json │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.md │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.json │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.md │ │ ├── langchain-vs-langgraph.json │ │ ├── langchain-vs-langgraph.md │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.json │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.md │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.json │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.md │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.json │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.md │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.json │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.md │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.json │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.md │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.json │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.md │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.json │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.md │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.json │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.md │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.json │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.md │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.json │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.md │ │ ├── milvus-embraces-nats-messaging.json │ │ ├── milvus-embraces-nats-messaging.md │ │ ├── milvus-exceeds-40k-github-stars.json │ │ ├── milvus-exceeds-40k-github-stars.md │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.json │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.md │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.json │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.md │ │ ├── milvus-supports-apache-parquet-file-supports.json │ │ ├── milvus-supports-apache-parquet-file-supports.md │ │ ├── milvus-surpasses-20000-GitHub-stars.json │ │ ├── milvus-surpasses-20000-GitHub-stars.md │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.json │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.md │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.json │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.md │ │ ├── multimodal-semantic-search-with-images-and-text.json │ │ ├── multimodal-semantic-search-with-images-and-text.md │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.json │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.md │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.json │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.md │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.json │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.md │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.json │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.md │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.json │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.md │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.json │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.md │ │ ├── raft-or-not.json │ │ ├── raft-or-not.md │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.json │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.md │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.json │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.md │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.json │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.md │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.json │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.md │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.json │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.md │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.json │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.md │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.json │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.md │ │ ├── the-developers-guide-to-milvus-configuration.json │ │ ├── the-developers-guide-to-milvus-configuration.md │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.json │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.md │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.json │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.md │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.json │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.md │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.json │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.md │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.json │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.md │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.json │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.md │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.json │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.md │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.json │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.md │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.json │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.md │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.json │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.md │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.json │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.md │ │ ├── what-is-a-vector-database.json │ │ ├── what-is-a-vector-database.md │ │ ├── what-milvus-taught-us-in-2024.json │ │ ├── what-milvus-taught-us-in-2024.md │ │ ├── what-milvus-version-to-start-with.json │ │ ├── what-milvus-version-to-start-with.md │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.json │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.md │ │ ├── why-ai-databases-do-not-need-sql.json │ │ ├── why-ai-databases-do-not-need-sql.md │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.json │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.md │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.json │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.md │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.json │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.md │ │ ├── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.json │ │ └── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.md │ ├── ja │ │ ├── 2019-11-08-data-management.json │ │ ├── 2019-11-08-data-management.md │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.json │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.md │ │ ├── 2019-12-18-datafile-cleanup.json │ │ ├── 2019-12-18-datafile-cleanup.md │ │ ├── 2019-12-24-view-metadata.json │ │ ├── 2019-12-24-view-metadata.md │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.json │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.md │ │ ├── 2019-12-27-meta-table.json │ │ ├── 2019-12-27-meta-table.md │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.json │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.md │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.json │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.md │ │ ├── 2020-02-26-select-index-parameters-ivf-index.json │ │ ├── 2020-02-26-select-index-parameters-ivf-index.md │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.json │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.md │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.json │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.md │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.json │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.md │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.json │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.md │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.json │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.md │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.json │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.md │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.json │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.md │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.json │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.md │ │ ├── 2020-08-22-deleting-data-in-milvus.json │ │ ├── 2020-08-22-deleting-data-in-milvus.md │ │ ├── 2020-08-29-building-video-search-system-with-milvus.json │ │ ├── 2020-08-29-building-video-search-system-with-milvus.md │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.json │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.md │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.json │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.md │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.json │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.md │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.json │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.md │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.json │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.md │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.json │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.md │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.json │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.md │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.json │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.md │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.json │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.md │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.json │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.md │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.json │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.md │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.json │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.md │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.json │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.md │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.json │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.md │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.json │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.md │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.json │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.md │ │ ├── 2021-04-08-AI-applications-with-Milvus.json │ │ ├── 2021-04-08-AI-applications-with-Milvus.md │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.json │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.md │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.json │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.md │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.json │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.md │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.json │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.md │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.json │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.md │ │ ├── 2021-05-19-ai-in-finance.json │ │ ├── 2021-05-19-ai-in-finance.md │ │ ├── 2021-05-20-inside-milvus-1.1.0.json │ │ ├── 2021-05-20-inside-milvus-1.1.0.md │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.json │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.md │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.json │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.md │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.json │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.md │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.json │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.md │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.json │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.md │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.json │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.md │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.json │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.md │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.json │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.md │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.json │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.md │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.json │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.md │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.json │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.md │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.json │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.md │ │ ├── 2021-09-24-diskann.json │ │ ├── 2021-09-24-diskann.md │ │ ├── 2021-09-26-onnx.json │ │ ├── 2021-09-26-onnx.md │ │ ├── 2021-09-28-hactoberfeat-warmup.json │ │ ├── 2021-09-28-hactoberfeat-warmup.md │ │ ├── 2021-10-10-milvus-helps-analyze-videos.json │ │ ├── 2021-10-10-milvus-helps-analyze-videos.md │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.json │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.md │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.json │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.md │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.json │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.md │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.json │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.md │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.json │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.md │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.json │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.md │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.json │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.md │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.json │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.md │ │ ├── 2021-12-21-milvus-2.0.json │ │ ├── 2021-12-21-milvus-2.0.md │ │ ├── 2021-12-31-get-started-with-milvus-cli.json │ │ ├── 2021-12-31-get-started-with-milvus-cli.md │ │ ├── 2022-01-07-year-in-review.json │ │ ├── 2022-01-07-year-in-review.md │ │ ├── 2022-01-20-story-of-smartnews.json │ │ ├── 2022-01-20-story-of-smartnews.md │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.json │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.md │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.json │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.md │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.json │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.md │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.json │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.md │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.json │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.md │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.json │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.md │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.json │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.md │ │ ├── 2022-08-16-Benchmark-Quick-Setup.json │ │ ├── 2022-08-16-Benchmark-Quick-Setup.md │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.json │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.md │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.json │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.md │ │ ├── 2022-2-14-bitset.json │ │ ├── 2022-2-14-bitset.md │ │ ├── 2022-2-21-compact.json │ │ ├── 2022-2-21-compact.md │ │ ├── 2022-4-12-milvus-10k-stars.json │ │ ├── 2022-4-12-milvus-10k-stars.md │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.json │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.md │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.json │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.md │ │ ├── a-day-in-the-life-of-milvus-datum.json │ │ ├── a-day-in-the-life-of-milvus-datum.md │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.json │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.md │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.json │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.md │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.json │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.md │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.json │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.md │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.json │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.md │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.json │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.md │ │ ├── build-open-source-alternative-to-cursor-with-code-context.json │ │ ├── build-open-source-alternative-to-cursor-with-code-context.md │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.json │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.md │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.json │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.md │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.json │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.md │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.json │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.md │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.json │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.md │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.json │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.md │ │ ├── conversational-memory-in-langchain.json │ │ ├── conversational-memory-in-langchain.md │ │ ├── data-in-and-data-out-in-milvus-2-6.json │ │ ├── data-in-and-data-out-in-milvus-2-6.md │ │ ├── data-security.json │ │ ├── data-security.md │ │ ├── deep-dive-1-milvus-architecture-overview.json │ │ ├── deep-dive-1-milvus-architecture-overview.md │ │ ├── deep-dive-2-milvus-sdk-and-api.json │ │ ├── deep-dive-2-milvus-sdk-and-api.md │ │ ├── deep-dive-3-data-processing.json │ │ ├── deep-dive-3-data-processing.md │ │ ├── deep-dive-4-data-insertion-and-data-persistence.json │ │ ├── deep-dive-4-data-insertion-and-data-persistence.md │ │ ├── deep-dive-5-real-time-query.json │ │ ├── deep-dive-5-real-time-query.md │ │ ├── deep-dive-6-oss-qa.json │ │ ├── deep-dive-6-oss-qa.md │ │ ├── deep-dive-7-query-expression.json │ │ ├── deep-dive-7-query-expression.md │ │ ├── deep-dive-8-knowhere.json │ │ ├── deep-dive-8-knowhere.md │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.json │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.md │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.json │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.md │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.json │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.md │ │ ├── diskann-explained.json │ │ ├── diskann-explained.md │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.json │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.md │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.json │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.md │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.json │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.md │ │ ├── elasticsearch-is-dead-long-live-lexical-search.json │ │ ├── elasticsearch-is-dead-long-live-lexical-search.md │ │ ├── embedded-milvus.json │ │ ├── embedded-milvus.md │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.json │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.md │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.json │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.md │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.json │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.md │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.json │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.md │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.json │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.md │ │ ├── getting-started-with-hnswlib.json │ │ ├── getting-started-with-hnswlib.md │ │ ├── getting-started-with-milvus-cluster-and-k8s.json │ │ ├── getting-started-with-milvus-cluster-and-k8s.md │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.json │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.md │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.json │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.md │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.json │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.md │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.json │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.md │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.json │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.md │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.json │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.md │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.json │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.md │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.json │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.md │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.json │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.md │ │ ├── how-to-choose-the-right-embedding-model-for-rag.json │ │ ├── how-to-choose-the-right-embedding-model-for-rag.md │ │ ├── how-to-choose-the-right-embedding-model.json │ │ ├── how-to-choose-the-right-embedding-model.md │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.json │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.md │ │ ├── how-to-debug-slow-requests-in-milvus.json │ │ ├── how-to-debug-slow-requests-in-milvus.md │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.json │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.md │ │ ├── how-to-filter-efficiently-without-killing-recall.json │ │ ├── how-to-filter-efficiently-without-killing-recall.md │ │ ├── how-to-get-started-with-milvus.json │ │ ├── how-to-get-started-with-milvus.md │ │ ├── how-to-get-the-right-vector-embeddings.json │ │ ├── how-to-get-the-right-vector-embeddings.md │ │ ├── how-to-migrate-data-to-milvus-seamlessly.json │ │ ├── how-to-migrate-data-to-milvus-seamlessly.md │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.json │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.md │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.json │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.md │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.json │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.md │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.json │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.md │ │ ├── in-memory-replicas.json │ │ ├── in-memory-replicas.md │ │ ├── intelligent-wardrobe-customization-system.json │ │ ├── intelligent-wardrobe-customization-system.md │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.json │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.md │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.json │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.md │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.json │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.md │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.json │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.md │ │ ├── introducing-milvus-lite.json │ │ ├── introducing-milvus-lite.md │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.json │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.md │ │ ├── introducing-pymilvus-integrations-with-embedding-models.json │ │ ├── introducing-pymilvus-integrations-with-embedding-models.md │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.json │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.md │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.json │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.md │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.json │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.md │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.json │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.md │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.json │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.md │ │ ├── langchain-vs-langgraph.json │ │ ├── langchain-vs-langgraph.md │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.json │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.md │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.json │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.md │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.json │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.md │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.json │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.md │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.json │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.md │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.json │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.md │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.json │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.md │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.json │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.md │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.json │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.md │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.json │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.md │ │ ├── milvus-embraces-nats-messaging.json │ │ ├── milvus-embraces-nats-messaging.md │ │ ├── milvus-exceeds-40k-github-stars.json │ │ ├── milvus-exceeds-40k-github-stars.md │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.json │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.md │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.json │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.md │ │ ├── milvus-supports-apache-parquet-file-supports.json │ │ ├── milvus-supports-apache-parquet-file-supports.md │ │ ├── milvus-surpasses-20000-GitHub-stars.json │ │ ├── milvus-surpasses-20000-GitHub-stars.md │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.json │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.md │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.json │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.md │ │ ├── multimodal-semantic-search-with-images-and-text.json │ │ ├── multimodal-semantic-search-with-images-and-text.md │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.json │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.md │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.json │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.md │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.json │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.md │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.json │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.md │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.json │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.md │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.json │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.md │ │ ├── raft-or-not.json │ │ ├── raft-or-not.md │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.json │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.md │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.json │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.md │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.json │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.md │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.json │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.md │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.json │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.md │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.json │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.md │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.json │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.md │ │ ├── the-developers-guide-to-milvus-configuration.json │ │ ├── the-developers-guide-to-milvus-configuration.md │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.json │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.md │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.json │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.md │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.json │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.md │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.json │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.md │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.json │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.md │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.json │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.md │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.json │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.md │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.json │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.md │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.json │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.md │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.json │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.md │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.json │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.md │ │ ├── what-is-a-vector-database.json │ │ ├── what-is-a-vector-database.md │ │ ├── what-milvus-taught-us-in-2024.json │ │ ├── what-milvus-taught-us-in-2024.md │ │ ├── what-milvus-version-to-start-with.json │ │ ├── what-milvus-version-to-start-with.md │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.json │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.md │ │ ├── why-ai-databases-do-not-need-sql.json │ │ ├── why-ai-databases-do-not-need-sql.md │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.json │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.md │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.json │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.md │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.json │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.md │ │ ├── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.json │ │ └── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.md │ ├── ko │ │ ├── 2019-11-08-data-management.json │ │ ├── 2019-11-08-data-management.md │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.json │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.md │ │ ├── 2019-12-18-datafile-cleanup.json │ │ ├── 2019-12-18-datafile-cleanup.md │ │ ├── 2019-12-24-view-metadata.json │ │ ├── 2019-12-24-view-metadata.md │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.json │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.md │ │ ├── 2019-12-27-meta-table.json │ │ ├── 2019-12-27-meta-table.md │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.json │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.md │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.json │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.md │ │ ├── 2020-02-26-select-index-parameters-ivf-index.json │ │ ├── 2020-02-26-select-index-parameters-ivf-index.md │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.json │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.md │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.json │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.md │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.json │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.md │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.json │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.md │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.json │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.md │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.json │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.md │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.json │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.md │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.json │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.md │ │ ├── 2020-08-22-deleting-data-in-milvus.json │ │ ├── 2020-08-22-deleting-data-in-milvus.md │ │ ├── 2020-08-29-building-video-search-system-with-milvus.json │ │ ├── 2020-08-29-building-video-search-system-with-milvus.md │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.json │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.md │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.json │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.md │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.json │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.md │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.json │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.md │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.json │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.md │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.json │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.md │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.json │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.md │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.json │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.md │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.json │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.md │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.json │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.md │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.json │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.md │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.json │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.md │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.json │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.md │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.json │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.md │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.json │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.md │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.json │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.md │ │ ├── 2021-04-08-AI-applications-with-Milvus.json │ │ ├── 2021-04-08-AI-applications-with-Milvus.md │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.json │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.md │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.json │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.md │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.json │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.md │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.json │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.md │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.json │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.md │ │ ├── 2021-05-19-ai-in-finance.json │ │ ├── 2021-05-19-ai-in-finance.md │ │ ├── 2021-05-20-inside-milvus-1.1.0.json │ │ ├── 2021-05-20-inside-milvus-1.1.0.md │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.json │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.md │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.json │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.md │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.json │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.md │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.json │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.md │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.json │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.md │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.json │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.md │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.json │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.md │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.json │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.md │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.json │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.md │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.json │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.md │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.json │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.md │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.json │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.md │ │ ├── 2021-09-24-diskann.json │ │ ├── 2021-09-24-diskann.md │ │ ├── 2021-09-26-onnx.json │ │ ├── 2021-09-26-onnx.md │ │ ├── 2021-09-28-hactoberfeat-warmup.json │ │ ├── 2021-09-28-hactoberfeat-warmup.md │ │ ├── 2021-10-10-milvus-helps-analyze-videos.json │ │ ├── 2021-10-10-milvus-helps-analyze-videos.md │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.json │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.md │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.json │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.md │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.json │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.md │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.json │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.md │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.json │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.md │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.json │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.md │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.json │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.md │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.json │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.md │ │ ├── 2021-12-21-milvus-2.0.json │ │ ├── 2021-12-21-milvus-2.0.md │ │ ├── 2021-12-31-get-started-with-milvus-cli.json │ │ ├── 2021-12-31-get-started-with-milvus-cli.md │ │ ├── 2022-01-07-year-in-review.json │ │ ├── 2022-01-07-year-in-review.md │ │ ├── 2022-01-20-story-of-smartnews.json │ │ ├── 2022-01-20-story-of-smartnews.md │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.json │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.md │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.json │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.md │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.json │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.md │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.json │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.md │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.json │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.md │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.json │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.md │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.json │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.md │ │ ├── 2022-08-16-Benchmark-Quick-Setup.json │ │ ├── 2022-08-16-Benchmark-Quick-Setup.md │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.json │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.md │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.json │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.md │ │ ├── 2022-2-14-bitset.json │ │ ├── 2022-2-14-bitset.md │ │ ├── 2022-2-21-compact.json │ │ ├── 2022-2-21-compact.md │ │ ├── 2022-4-12-milvus-10k-stars.json │ │ ├── 2022-4-12-milvus-10k-stars.md │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.json │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.md │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.json │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.md │ │ ├── a-day-in-the-life-of-milvus-datum.json │ │ ├── a-day-in-the-life-of-milvus-datum.md │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.json │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.md │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.json │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.md │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.json │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.md │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.json │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.md │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.json │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.md │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.json │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.md │ │ ├── build-open-source-alternative-to-cursor-with-code-context.json │ │ ├── build-open-source-alternative-to-cursor-with-code-context.md │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.json │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.md │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.json │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.md │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.json │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.md │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.json │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.md │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.json │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.md │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.json │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.md │ │ ├── conversational-memory-in-langchain.json │ │ ├── conversational-memory-in-langchain.md │ │ ├── data-in-and-data-out-in-milvus-2-6.json │ │ ├── data-in-and-data-out-in-milvus-2-6.md │ │ ├── data-security.json │ │ ├── data-security.md │ │ ├── deep-dive-1-milvus-architecture-overview.json │ │ ├── deep-dive-1-milvus-architecture-overview.md │ │ ├── deep-dive-2-milvus-sdk-and-api.json │ │ ├── deep-dive-2-milvus-sdk-and-api.md │ │ ├── deep-dive-3-data-processing.json │ │ ├── deep-dive-3-data-processing.md │ │ ├── deep-dive-4-data-insertion-and-data-persistence.json │ │ ├── deep-dive-4-data-insertion-and-data-persistence.md │ │ ├── deep-dive-5-real-time-query.json │ │ ├── deep-dive-5-real-time-query.md │ │ ├── deep-dive-6-oss-qa.json │ │ ├── deep-dive-6-oss-qa.md │ │ ├── deep-dive-7-query-expression.json │ │ ├── deep-dive-7-query-expression.md │ │ ├── deep-dive-8-knowhere.json │ │ ├── deep-dive-8-knowhere.md │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.json │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.md │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.json │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.md │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.json │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.md │ │ ├── diskann-explained.json │ │ ├── diskann-explained.md │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.json │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.md │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.json │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.md │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.json │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.md │ │ ├── elasticsearch-is-dead-long-live-lexical-search.json │ │ ├── elasticsearch-is-dead-long-live-lexical-search.md │ │ ├── embedded-milvus.json │ │ ├── embedded-milvus.md │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.json │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.md │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.json │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.md │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.json │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.md │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.json │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.md │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.json │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.md │ │ ├── getting-started-with-hnswlib.json │ │ ├── getting-started-with-hnswlib.md │ │ ├── getting-started-with-milvus-cluster-and-k8s.json │ │ ├── getting-started-with-milvus-cluster-and-k8s.md │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.json │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.md │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.json │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.md │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.json │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.md │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.json │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.md │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.json │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.md │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.json │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.md │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.json │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.md │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.json │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.md │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.json │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.md │ │ ├── how-to-choose-the-right-embedding-model-for-rag.json │ │ ├── how-to-choose-the-right-embedding-model-for-rag.md │ │ ├── how-to-choose-the-right-embedding-model.json │ │ ├── how-to-choose-the-right-embedding-model.md │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.json │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.md │ │ ├── how-to-debug-slow-requests-in-milvus.json │ │ ├── how-to-debug-slow-requests-in-milvus.md │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.json │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.md │ │ ├── how-to-filter-efficiently-without-killing-recall.json │ │ ├── how-to-filter-efficiently-without-killing-recall.md │ │ ├── how-to-get-started-with-milvus.json │ │ ├── how-to-get-started-with-milvus.md │ │ ├── how-to-get-the-right-vector-embeddings.json │ │ ├── how-to-get-the-right-vector-embeddings.md │ │ ├── how-to-migrate-data-to-milvus-seamlessly.json │ │ ├── how-to-migrate-data-to-milvus-seamlessly.md │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.json │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.md │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.json │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.md │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.json │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.md │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.json │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.md │ │ ├── in-memory-replicas.json │ │ ├── in-memory-replicas.md │ │ ├── intelligent-wardrobe-customization-system.json │ │ ├── intelligent-wardrobe-customization-system.md │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.json │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.md │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.json │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.md │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.json │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.md │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.json │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.md │ │ ├── introducing-milvus-lite.json │ │ ├── introducing-milvus-lite.md │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.json │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.md │ │ ├── introducing-pymilvus-integrations-with-embedding-models.json │ │ ├── introducing-pymilvus-integrations-with-embedding-models.md │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.json │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.md │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.json │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.md │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.json │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.md │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.json │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.md │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.json │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.md │ │ ├── langchain-vs-langgraph.json │ │ ├── langchain-vs-langgraph.md │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.json │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.md │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.json │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.md │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.json │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.md │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.json │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.md │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.json │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.md │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.json │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.md │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.json │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.md │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.json │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.md │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.json │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.md │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.json │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.md │ │ ├── milvus-embraces-nats-messaging.json │ │ ├── milvus-embraces-nats-messaging.md │ │ ├── milvus-exceeds-40k-github-stars.json │ │ ├── milvus-exceeds-40k-github-stars.md │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.json │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.md │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.json │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.md │ │ ├── milvus-supports-apache-parquet-file-supports.json │ │ ├── milvus-supports-apache-parquet-file-supports.md │ │ ├── milvus-surpasses-20000-GitHub-stars.json │ │ ├── milvus-surpasses-20000-GitHub-stars.md │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.json │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.md │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.json │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.md │ │ ├── multimodal-semantic-search-with-images-and-text.json │ │ ├── multimodal-semantic-search-with-images-and-text.md │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.json │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.md │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.json │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.md │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.json │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.md │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.json │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.md │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.json │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.md │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.json │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.md │ │ ├── raft-or-not.json │ │ ├── raft-or-not.md │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.json │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.md │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.json │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.md │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.json │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.md │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.json │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.md │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.json │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.md │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.json │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.md │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.json │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.md │ │ ├── the-developers-guide-to-milvus-configuration.json │ │ ├── the-developers-guide-to-milvus-configuration.md │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.json │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.md │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.json │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.md │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.json │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.md │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.json │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.md │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.json │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.md │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.json │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.md │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.json │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.md │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.json │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.md │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.json │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.md │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.json │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.md │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.json │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.md │ │ ├── what-is-a-vector-database.json │ │ ├── what-is-a-vector-database.md │ │ ├── what-milvus-taught-us-in-2024.json │ │ ├── what-milvus-taught-us-in-2024.md │ │ ├── what-milvus-version-to-start-with.json │ │ ├── what-milvus-version-to-start-with.md │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.json │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.md │ │ ├── why-ai-databases-do-not-need-sql.json │ │ ├── why-ai-databases-do-not-need-sql.md │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.json │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.md │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.json │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.md │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.json │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.md │ │ ├── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.json │ │ └── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.md │ ├── pt │ │ ├── 2019-11-08-data-management.json │ │ ├── 2019-11-08-data-management.md │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.json │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.md │ │ ├── 2019-12-18-datafile-cleanup.json │ │ ├── 2019-12-18-datafile-cleanup.md │ │ ├── 2019-12-24-view-metadata.json │ │ ├── 2019-12-24-view-metadata.md │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.json │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.md │ │ ├── 2019-12-27-meta-table.json │ │ ├── 2019-12-27-meta-table.md │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.json │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.md │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.json │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.md │ │ ├── 2020-02-26-select-index-parameters-ivf-index.json │ │ ├── 2020-02-26-select-index-parameters-ivf-index.md │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.json │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.md │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.json │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.md │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.json │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.md │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.json │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.md │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.json │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.md │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.json │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.md │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.json │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.md │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.json │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.md │ │ ├── 2020-08-22-deleting-data-in-milvus.json │ │ ├── 2020-08-22-deleting-data-in-milvus.md │ │ ├── 2020-08-29-building-video-search-system-with-milvus.json │ │ ├── 2020-08-29-building-video-search-system-with-milvus.md │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.json │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.md │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.json │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.md │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.json │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.md │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.json │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.md │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.json │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.md │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.json │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.md │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.json │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.md │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.json │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.md │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.json │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.md │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.json │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.md │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.json │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.md │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.json │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.md │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.json │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.md │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.json │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.md │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.json │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.md │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.json │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.md │ │ ├── 2021-04-08-AI-applications-with-Milvus.json │ │ ├── 2021-04-08-AI-applications-with-Milvus.md │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.json │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.md │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.json │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.md │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.json │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.md │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.json │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.md │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.json │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.md │ │ ├── 2021-05-19-ai-in-finance.json │ │ ├── 2021-05-19-ai-in-finance.md │ │ ├── 2021-05-20-inside-milvus-1.1.0.json │ │ ├── 2021-05-20-inside-milvus-1.1.0.md │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.json │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.md │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.json │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.md │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.json │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.md │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.json │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.md │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.json │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.md │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.json │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.md │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.json │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.md │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.json │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.md │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.json │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.md │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.json │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.md │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.json │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.md │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.json │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.md │ │ ├── 2021-09-24-diskann.json │ │ ├── 2021-09-24-diskann.md │ │ ├── 2021-09-26-onnx.json │ │ ├── 2021-09-26-onnx.md │ │ ├── 2021-09-28-hactoberfeat-warmup.json │ │ ├── 2021-09-28-hactoberfeat-warmup.md │ │ ├── 2021-10-10-milvus-helps-analyze-videos.json │ │ ├── 2021-10-10-milvus-helps-analyze-videos.md │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.json │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.md │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.json │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.md │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.json │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.md │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.json │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.md │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.json │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.md │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.json │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.md │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.json │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.md │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.json │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.md │ │ ├── 2021-12-21-milvus-2.0.json │ │ ├── 2021-12-21-milvus-2.0.md │ │ ├── 2021-12-31-get-started-with-milvus-cli.json │ │ ├── 2021-12-31-get-started-with-milvus-cli.md │ │ ├── 2022-01-07-year-in-review.json │ │ ├── 2022-01-07-year-in-review.md │ │ ├── 2022-01-20-story-of-smartnews.json │ │ ├── 2022-01-20-story-of-smartnews.md │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.json │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.md │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.json │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.md │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.json │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.md │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.json │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.md │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.json │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.md │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.json │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.md │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.json │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.md │ │ ├── 2022-08-16-Benchmark-Quick-Setup.json │ │ ├── 2022-08-16-Benchmark-Quick-Setup.md │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.json │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.md │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.json │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.md │ │ ├── 2022-2-14-bitset.json │ │ ├── 2022-2-14-bitset.md │ │ ├── 2022-2-21-compact.json │ │ ├── 2022-2-21-compact.md │ │ ├── 2022-4-12-milvus-10k-stars.json │ │ ├── 2022-4-12-milvus-10k-stars.md │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.json │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.md │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.json │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.md │ │ ├── a-day-in-the-life-of-milvus-datum.json │ │ ├── a-day-in-the-life-of-milvus-datum.md │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.json │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.md │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.json │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.md │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.json │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.md │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.json │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.md │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.json │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.md │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.json │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.md │ │ ├── build-open-source-alternative-to-cursor-with-code-context.json │ │ ├── build-open-source-alternative-to-cursor-with-code-context.md │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.json │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.md │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.json │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.md │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.json │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.md │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.json │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.md │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.json │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.md │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.json │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.md │ │ ├── conversational-memory-in-langchain.json │ │ ├── conversational-memory-in-langchain.md │ │ ├── data-in-and-data-out-in-milvus-2-6.json │ │ ├── data-in-and-data-out-in-milvus-2-6.md │ │ ├── data-security.json │ │ ├── data-security.md │ │ ├── deep-dive-1-milvus-architecture-overview.json │ │ ├── deep-dive-1-milvus-architecture-overview.md │ │ ├── deep-dive-2-milvus-sdk-and-api.json │ │ ├── deep-dive-2-milvus-sdk-and-api.md │ │ ├── deep-dive-3-data-processing.json │ │ ├── deep-dive-3-data-processing.md │ │ ├── deep-dive-4-data-insertion-and-data-persistence.json │ │ ├── deep-dive-4-data-insertion-and-data-persistence.md │ │ ├── deep-dive-5-real-time-query.json │ │ ├── deep-dive-5-real-time-query.md │ │ ├── deep-dive-6-oss-qa.json │ │ ├── deep-dive-6-oss-qa.md │ │ ├── deep-dive-7-query-expression.json │ │ ├── deep-dive-7-query-expression.md │ │ ├── deep-dive-8-knowhere.json │ │ ├── deep-dive-8-knowhere.md │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.json │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.md │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.json │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.md │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.json │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.md │ │ ├── diskann-explained.json │ │ ├── diskann-explained.md │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.json │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.md │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.json │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.md │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.json │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.md │ │ ├── elasticsearch-is-dead-long-live-lexical-search.json │ │ ├── elasticsearch-is-dead-long-live-lexical-search.md │ │ ├── embedded-milvus.json │ │ ├── embedded-milvus.md │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.json │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.md │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.json │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.md │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.json │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.md │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.json │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.md │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.json │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.md │ │ ├── getting-started-with-hnswlib.json │ │ ├── getting-started-with-hnswlib.md │ │ ├── getting-started-with-milvus-cluster-and-k8s.json │ │ ├── getting-started-with-milvus-cluster-and-k8s.md │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.json │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.md │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.json │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.md │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.json │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.md │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.json │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.md │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.json │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.md │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.json │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.md │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.json │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.md │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.json │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.md │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.json │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.md │ │ ├── how-to-choose-the-right-embedding-model-for-rag.json │ │ ├── how-to-choose-the-right-embedding-model-for-rag.md │ │ ├── how-to-choose-the-right-embedding-model.json │ │ ├── how-to-choose-the-right-embedding-model.md │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.json │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.md │ │ ├── how-to-debug-slow-requests-in-milvus.json │ │ ├── how-to-debug-slow-requests-in-milvus.md │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.json │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.md │ │ ├── how-to-filter-efficiently-without-killing-recall.json │ │ ├── how-to-filter-efficiently-without-killing-recall.md │ │ ├── how-to-get-started-with-milvus.json │ │ ├── how-to-get-started-with-milvus.md │ │ ├── how-to-get-the-right-vector-embeddings.json │ │ ├── how-to-get-the-right-vector-embeddings.md │ │ ├── how-to-migrate-data-to-milvus-seamlessly.json │ │ ├── how-to-migrate-data-to-milvus-seamlessly.md │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.json │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.md │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.json │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.md │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.json │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.md │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.json │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.md │ │ ├── in-memory-replicas.json │ │ ├── in-memory-replicas.md │ │ ├── intelligent-wardrobe-customization-system.json │ │ ├── intelligent-wardrobe-customization-system.md │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.json │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.md │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.json │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.md │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.json │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.md │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.json │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.md │ │ ├── introducing-milvus-lite.json │ │ ├── introducing-milvus-lite.md │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.json │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.md │ │ ├── introducing-pymilvus-integrations-with-embedding-models.json │ │ ├── introducing-pymilvus-integrations-with-embedding-models.md │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.json │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.md │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.json │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.md │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.json │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.md │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.json │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.md │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.json │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.md │ │ ├── langchain-vs-langgraph.json │ │ ├── langchain-vs-langgraph.md │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.json │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.md │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.json │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.md │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.json │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.md │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.json │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.md │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.json │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.md │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.json │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.md │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.json │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.md │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.json │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.md │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.json │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.md │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.json │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.md │ │ ├── milvus-embraces-nats-messaging.json │ │ ├── milvus-embraces-nats-messaging.md │ │ ├── milvus-exceeds-40k-github-stars.json │ │ ├── milvus-exceeds-40k-github-stars.md │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.json │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.md │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.json │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.md │ │ ├── milvus-supports-apache-parquet-file-supports.json │ │ ├── milvus-supports-apache-parquet-file-supports.md │ │ ├── milvus-surpasses-20000-GitHub-stars.json │ │ ├── milvus-surpasses-20000-GitHub-stars.md │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.json │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.md │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.json │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.md │ │ ├── multimodal-semantic-search-with-images-and-text.json │ │ ├── multimodal-semantic-search-with-images-and-text.md │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.json │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.md │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.json │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.md │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.json │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.md │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.json │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.md │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.json │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.md │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.json │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.md │ │ ├── raft-or-not.json │ │ ├── raft-or-not.md │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.json │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.md │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.json │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.md │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.json │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.md │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.json │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.md │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.json │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.md │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.json │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.md │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.json │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.md │ │ ├── the-developers-guide-to-milvus-configuration.json │ │ ├── the-developers-guide-to-milvus-configuration.md │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.json │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.md │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.json │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.md │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.json │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.md │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.json │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.md │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.json │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.md │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.json │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.md │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.json │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.md │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.json │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.md │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.json │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.md │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.json │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.md │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.json │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.md │ │ ├── what-is-a-vector-database.json │ │ ├── what-is-a-vector-database.md │ │ ├── what-milvus-taught-us-in-2024.json │ │ ├── what-milvus-taught-us-in-2024.md │ │ ├── what-milvus-version-to-start-with.json │ │ ├── what-milvus-version-to-start-with.md │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.json │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.md │ │ ├── why-ai-databases-do-not-need-sql.json │ │ ├── why-ai-databases-do-not-need-sql.md │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.json │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.md │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.json │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.md │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.json │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.md │ │ ├── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.json │ │ └── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.md │ ├── ru │ │ ├── 2019-11-08-data-management.json │ │ ├── 2019-11-08-data-management.md │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.json │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.md │ │ ├── 2019-12-18-datafile-cleanup.json │ │ ├── 2019-12-18-datafile-cleanup.md │ │ ├── 2019-12-24-view-metadata.json │ │ ├── 2019-12-24-view-metadata.md │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.json │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.md │ │ ├── 2019-12-27-meta-table.json │ │ ├── 2019-12-27-meta-table.md │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.json │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.md │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.json │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.md │ │ ├── 2020-02-26-select-index-parameters-ivf-index.json │ │ ├── 2020-02-26-select-index-parameters-ivf-index.md │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.json │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.md │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.json │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.md │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.json │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.md │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.json │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.md │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.json │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.md │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.json │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.md │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.json │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.md │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.json │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.md │ │ ├── 2020-08-22-deleting-data-in-milvus.json │ │ ├── 2020-08-22-deleting-data-in-milvus.md │ │ ├── 2020-08-29-building-video-search-system-with-milvus.json │ │ ├── 2020-08-29-building-video-search-system-with-milvus.md │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.json │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.md │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.json │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.md │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.json │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.md │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.json │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.md │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.json │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.md │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.json │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.md │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.json │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.md │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.json │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.md │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.json │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.md │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.json │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.md │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.json │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.md │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.json │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.md │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.json │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.md │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.json │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.md │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.json │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.md │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.json │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.md │ │ ├── 2021-04-08-AI-applications-with-Milvus.json │ │ ├── 2021-04-08-AI-applications-with-Milvus.md │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.json │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.md │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.json │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.md │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.json │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.md │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.json │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.md │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.json │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.md │ │ ├── 2021-05-19-ai-in-finance.json │ │ ├── 2021-05-19-ai-in-finance.md │ │ ├── 2021-05-20-inside-milvus-1.1.0.json │ │ ├── 2021-05-20-inside-milvus-1.1.0.md │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.json │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.md │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.json │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.md │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.json │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.md │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.json │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.md │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.json │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.md │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.json │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.md │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.json │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.md │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.json │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.md │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.json │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.md │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.json │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.md │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.json │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.md │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.json │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.md │ │ ├── 2021-09-24-diskann.json │ │ ├── 2021-09-24-diskann.md │ │ ├── 2021-09-26-onnx.json │ │ ├── 2021-09-26-onnx.md │ │ ├── 2021-09-28-hactoberfeat-warmup.json │ │ ├── 2021-09-28-hactoberfeat-warmup.md │ │ ├── 2021-10-10-milvus-helps-analyze-videos.json │ │ ├── 2021-10-10-milvus-helps-analyze-videos.md │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.json │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.md │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.json │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.md │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.json │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.md │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.json │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.md │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.json │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.md │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.json │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.md │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.json │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.md │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.json │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.md │ │ ├── 2021-12-21-milvus-2.0.json │ │ ├── 2021-12-21-milvus-2.0.md │ │ ├── 2021-12-31-get-started-with-milvus-cli.json │ │ ├── 2021-12-31-get-started-with-milvus-cli.md │ │ ├── 2022-01-07-year-in-review.json │ │ ├── 2022-01-07-year-in-review.md │ │ ├── 2022-01-20-story-of-smartnews.json │ │ ├── 2022-01-20-story-of-smartnews.md │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.json │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.md │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.json │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.md │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.json │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.md │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.json │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.md │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.json │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.md │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.json │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.md │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.json │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.md │ │ ├── 2022-08-16-Benchmark-Quick-Setup.json │ │ ├── 2022-08-16-Benchmark-Quick-Setup.md │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.json │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.md │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.json │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.md │ │ ├── 2022-2-14-bitset.json │ │ ├── 2022-2-14-bitset.md │ │ ├── 2022-2-21-compact.json │ │ ├── 2022-2-21-compact.md │ │ ├── 2022-4-12-milvus-10k-stars.json │ │ ├── 2022-4-12-milvus-10k-stars.md │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.json │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.md │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.json │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.md │ │ ├── a-day-in-the-life-of-milvus-datum.json │ │ ├── a-day-in-the-life-of-milvus-datum.md │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.json │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.md │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.json │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.md │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.json │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.md │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.json │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.md │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.json │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.md │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.json │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.md │ │ ├── build-open-source-alternative-to-cursor-with-code-context.json │ │ ├── build-open-source-alternative-to-cursor-with-code-context.md │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.json │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.md │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.json │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.md │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.json │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.md │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.json │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.md │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.json │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.md │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.json │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.md │ │ ├── conversational-memory-in-langchain.json │ │ ├── conversational-memory-in-langchain.md │ │ ├── data-in-and-data-out-in-milvus-2-6.json │ │ ├── data-in-and-data-out-in-milvus-2-6.md │ │ ├── data-security.json │ │ ├── data-security.md │ │ ├── deep-dive-1-milvus-architecture-overview.json │ │ ├── deep-dive-1-milvus-architecture-overview.md │ │ ├── deep-dive-2-milvus-sdk-and-api.json │ │ ├── deep-dive-2-milvus-sdk-and-api.md │ │ ├── deep-dive-3-data-processing.json │ │ ├── deep-dive-3-data-processing.md │ │ ├── deep-dive-4-data-insertion-and-data-persistence.json │ │ ├── deep-dive-4-data-insertion-and-data-persistence.md │ │ ├── deep-dive-5-real-time-query.json │ │ ├── deep-dive-5-real-time-query.md │ │ ├── deep-dive-6-oss-qa.json │ │ ├── deep-dive-6-oss-qa.md │ │ ├── deep-dive-7-query-expression.json │ │ ├── deep-dive-7-query-expression.md │ │ ├── deep-dive-8-knowhere.json │ │ ├── deep-dive-8-knowhere.md │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.json │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.md │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.json │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.md │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.json │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.md │ │ ├── diskann-explained.json │ │ ├── diskann-explained.md │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.json │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.md │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.json │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.md │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.json │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.md │ │ ├── elasticsearch-is-dead-long-live-lexical-search.json │ │ ├── elasticsearch-is-dead-long-live-lexical-search.md │ │ ├── embedded-milvus.json │ │ ├── embedded-milvus.md │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.json │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.md │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.json │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.md │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.json │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.md │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.json │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.md │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.json │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.md │ │ ├── getting-started-with-hnswlib.json │ │ ├── getting-started-with-hnswlib.md │ │ ├── getting-started-with-milvus-cluster-and-k8s.json │ │ ├── getting-started-with-milvus-cluster-and-k8s.md │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.json │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.md │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.json │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.md │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.json │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.md │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.json │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.md │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.json │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.md │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.json │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.md │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.json │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.md │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.json │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.md │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.json │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.md │ │ ├── how-to-choose-the-right-embedding-model-for-rag.json │ │ ├── how-to-choose-the-right-embedding-model-for-rag.md │ │ ├── how-to-choose-the-right-embedding-model.json │ │ ├── how-to-choose-the-right-embedding-model.md │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.json │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.md │ │ ├── how-to-debug-slow-requests-in-milvus.json │ │ ├── how-to-debug-slow-requests-in-milvus.md │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.json │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.md │ │ ├── how-to-filter-efficiently-without-killing-recall.json │ │ ├── how-to-filter-efficiently-without-killing-recall.md │ │ ├── how-to-get-started-with-milvus.json │ │ ├── how-to-get-started-with-milvus.md │ │ ├── how-to-get-the-right-vector-embeddings.json │ │ ├── how-to-get-the-right-vector-embeddings.md │ │ ├── how-to-migrate-data-to-milvus-seamlessly.json │ │ ├── how-to-migrate-data-to-milvus-seamlessly.md │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.json │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.md │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.json │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.md │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.json │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.md │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.json │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.md │ │ ├── in-memory-replicas.json │ │ ├── in-memory-replicas.md │ │ ├── intelligent-wardrobe-customization-system.json │ │ ├── intelligent-wardrobe-customization-system.md │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.json │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.md │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.json │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.md │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.json │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.md │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.json │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.md │ │ ├── introducing-milvus-lite.json │ │ ├── introducing-milvus-lite.md │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.json │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.md │ │ ├── introducing-pymilvus-integrations-with-embedding-models.json │ │ ├── introducing-pymilvus-integrations-with-embedding-models.md │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.json │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.md │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.json │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.md │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.json │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.md │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.json │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.md │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.json │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.md │ │ ├── langchain-vs-langgraph.json │ │ ├── langchain-vs-langgraph.md │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.json │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.md │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.json │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.md │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.json │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.md │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.json │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.md │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.json │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.md │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.json │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.md │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.json │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.md │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.json │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.md │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.json │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.md │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.json │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.md │ │ ├── milvus-embraces-nats-messaging.json │ │ ├── milvus-embraces-nats-messaging.md │ │ ├── milvus-exceeds-40k-github-stars.json │ │ ├── milvus-exceeds-40k-github-stars.md │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.json │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.md │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.json │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.md │ │ ├── milvus-supports-apache-parquet-file-supports.json │ │ ├── milvus-supports-apache-parquet-file-supports.md │ │ ├── milvus-surpasses-20000-GitHub-stars.json │ │ ├── milvus-surpasses-20000-GitHub-stars.md │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.json │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.md │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.json │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.md │ │ ├── multimodal-semantic-search-with-images-and-text.json │ │ ├── multimodal-semantic-search-with-images-and-text.md │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.json │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.md │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.json │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.md │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.json │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.md │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.json │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.md │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.json │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.md │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.json │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.md │ │ ├── raft-or-not.json │ │ ├── raft-or-not.md │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.json │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.md │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.json │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.md │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.json │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.md │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.json │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.md │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.json │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.md │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.json │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.md │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.json │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.md │ │ ├── the-developers-guide-to-milvus-configuration.json │ │ ├── the-developers-guide-to-milvus-configuration.md │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.json │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.md │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.json │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.md │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.json │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.md │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.json │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.md │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.json │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.md │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.json │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.md │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.json │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.md │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.json │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.md │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.json │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.md │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.json │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.md │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.json │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.md │ │ ├── what-is-a-vector-database.json │ │ ├── what-is-a-vector-database.md │ │ ├── what-milvus-taught-us-in-2024.json │ │ ├── what-milvus-taught-us-in-2024.md │ │ ├── what-milvus-version-to-start-with.json │ │ ├── what-milvus-version-to-start-with.md │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.json │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.md │ │ ├── why-ai-databases-do-not-need-sql.json │ │ ├── why-ai-databases-do-not-need-sql.md │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.json │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.md │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.json │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.md │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.json │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.md │ │ ├── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.json │ │ └── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.md │ ├── zh-hant │ │ ├── 2019-11-08-data-management.json │ │ ├── 2019-11-08-data-management.md │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.json │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.md │ │ ├── 2019-12-18-datafile-cleanup.json │ │ ├── 2019-12-18-datafile-cleanup.md │ │ ├── 2019-12-24-view-metadata.json │ │ ├── 2019-12-24-view-metadata.md │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.json │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.md │ │ ├── 2019-12-27-meta-table.json │ │ ├── 2019-12-27-meta-table.md │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.json │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.md │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.json │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.md │ │ ├── 2020-02-26-select-index-parameters-ivf-index.json │ │ ├── 2020-02-26-select-index-parameters-ivf-index.md │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.json │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.md │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.json │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.md │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.json │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.md │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.json │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.md │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.json │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.md │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.json │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.md │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.json │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.md │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.json │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.md │ │ ├── 2020-08-22-deleting-data-in-milvus.json │ │ ├── 2020-08-22-deleting-data-in-milvus.md │ │ ├── 2020-08-29-building-video-search-system-with-milvus.json │ │ ├── 2020-08-29-building-video-search-system-with-milvus.md │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.json │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.md │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.json │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.md │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.json │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.md │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.json │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.md │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.json │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.md │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.json │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.md │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.json │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.md │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.json │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.md │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.json │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.md │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.json │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.md │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.json │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.md │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.json │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.md │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.json │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.md │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.json │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.md │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.json │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.md │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.json │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.md │ │ ├── 2021-04-08-AI-applications-with-Milvus.json │ │ ├── 2021-04-08-AI-applications-with-Milvus.md │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.json │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.md │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.json │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.md │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.json │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.md │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.json │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.md │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.json │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.md │ │ ├── 2021-05-19-ai-in-finance.json │ │ ├── 2021-05-19-ai-in-finance.md │ │ ├── 2021-05-20-inside-milvus-1.1.0.json │ │ ├── 2021-05-20-inside-milvus-1.1.0.md │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.json │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.md │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.json │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.md │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.json │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.md │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.json │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.md │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.json │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.md │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.json │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.md │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.json │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.md │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.json │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.md │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.json │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.md │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.json │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.md │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.json │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.md │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.json │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.md │ │ ├── 2021-09-24-diskann.json │ │ ├── 2021-09-24-diskann.md │ │ ├── 2021-09-26-onnx.json │ │ ├── 2021-09-26-onnx.md │ │ ├── 2021-09-28-hactoberfeat-warmup.json │ │ ├── 2021-09-28-hactoberfeat-warmup.md │ │ ├── 2021-10-10-milvus-helps-analyze-videos.json │ │ ├── 2021-10-10-milvus-helps-analyze-videos.md │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.json │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.md │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.json │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.md │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.json │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.md │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.json │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.md │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.json │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.md │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.json │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.md │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.json │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.md │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.json │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.md │ │ ├── 2021-12-21-milvus-2.0.json │ │ ├── 2021-12-21-milvus-2.0.md │ │ ├── 2021-12-31-get-started-with-milvus-cli.json │ │ ├── 2021-12-31-get-started-with-milvus-cli.md │ │ ├── 2022-01-07-year-in-review.json │ │ ├── 2022-01-07-year-in-review.md │ │ ├── 2022-01-20-story-of-smartnews.json │ │ ├── 2022-01-20-story-of-smartnews.md │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.json │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.md │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.json │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.md │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.json │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.md │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.json │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.md │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.json │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.md │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.json │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.md │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.json │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.md │ │ ├── 2022-08-16-Benchmark-Quick-Setup.json │ │ ├── 2022-08-16-Benchmark-Quick-Setup.md │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.json │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.md │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.json │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.md │ │ ├── 2022-2-14-bitset.json │ │ ├── 2022-2-14-bitset.md │ │ ├── 2022-2-21-compact.json │ │ ├── 2022-2-21-compact.md │ │ ├── 2022-4-12-milvus-10k-stars.json │ │ ├── 2022-4-12-milvus-10k-stars.md │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.json │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.md │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.json │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.md │ │ ├── a-day-in-the-life-of-milvus-datum.json │ │ ├── a-day-in-the-life-of-milvus-datum.md │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.json │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.md │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.json │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.md │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.json │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.md │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.json │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.md │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.json │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.md │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.json │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.md │ │ ├── build-open-source-alternative-to-cursor-with-code-context.json │ │ ├── build-open-source-alternative-to-cursor-with-code-context.md │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.json │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.md │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.json │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.md │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.json │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.md │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.json │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.md │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.json │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.md │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.json │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.md │ │ ├── conversational-memory-in-langchain.json │ │ ├── conversational-memory-in-langchain.md │ │ ├── data-in-and-data-out-in-milvus-2-6.json │ │ ├── data-in-and-data-out-in-milvus-2-6.md │ │ ├── data-security.json │ │ ├── data-security.md │ │ ├── deep-dive-1-milvus-architecture-overview.json │ │ ├── deep-dive-1-milvus-architecture-overview.md │ │ ├── deep-dive-2-milvus-sdk-and-api.json │ │ ├── deep-dive-2-milvus-sdk-and-api.md │ │ ├── deep-dive-3-data-processing.json │ │ ├── deep-dive-3-data-processing.md │ │ ├── deep-dive-4-data-insertion-and-data-persistence.json │ │ ├── deep-dive-4-data-insertion-and-data-persistence.md │ │ ├── deep-dive-5-real-time-query.json │ │ ├── deep-dive-5-real-time-query.md │ │ ├── deep-dive-6-oss-qa.json │ │ ├── deep-dive-6-oss-qa.md │ │ ├── deep-dive-7-query-expression.json │ │ ├── deep-dive-7-query-expression.md │ │ ├── deep-dive-8-knowhere.json │ │ ├── deep-dive-8-knowhere.md │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.json │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.md │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.json │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.md │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.json │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.md │ │ ├── diskann-explained.json │ │ ├── diskann-explained.md │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.json │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.md │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.json │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.md │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.json │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.md │ │ ├── elasticsearch-is-dead-long-live-lexical-search.json │ │ ├── elasticsearch-is-dead-long-live-lexical-search.md │ │ ├── embedded-milvus.json │ │ ├── embedded-milvus.md │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.json │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.md │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.json │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.md │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.json │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.md │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.json │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.md │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.json │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.md │ │ ├── getting-started-with-hnswlib.json │ │ ├── getting-started-with-hnswlib.md │ │ ├── getting-started-with-milvus-cluster-and-k8s.json │ │ ├── getting-started-with-milvus-cluster-and-k8s.md │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.json │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.md │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.json │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.md │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.json │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.md │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.json │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.md │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.json │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.md │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.json │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.md │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.json │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.md │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.json │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.md │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.json │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.md │ │ ├── how-to-choose-the-right-embedding-model-for-rag.json │ │ ├── how-to-choose-the-right-embedding-model-for-rag.md │ │ ├── how-to-choose-the-right-embedding-model.json │ │ ├── how-to-choose-the-right-embedding-model.md │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.json │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.md │ │ ├── how-to-debug-slow-requests-in-milvus.json │ │ ├── how-to-debug-slow-requests-in-milvus.md │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.json │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.md │ │ ├── how-to-filter-efficiently-without-killing-recall.json │ │ ├── how-to-filter-efficiently-without-killing-recall.md │ │ ├── how-to-get-started-with-milvus.json │ │ ├── how-to-get-started-with-milvus.md │ │ ├── how-to-get-the-right-vector-embeddings.json │ │ ├── how-to-get-the-right-vector-embeddings.md │ │ ├── how-to-migrate-data-to-milvus-seamlessly.json │ │ ├── how-to-migrate-data-to-milvus-seamlessly.md │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.json │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.md │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.json │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.md │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.json │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.md │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.json │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.md │ │ ├── in-memory-replicas.json │ │ ├── in-memory-replicas.md │ │ ├── intelligent-wardrobe-customization-system.json │ │ ├── intelligent-wardrobe-customization-system.md │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.json │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.md │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.json │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.md │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.json │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.md │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.json │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.md │ │ ├── introducing-milvus-lite.json │ │ ├── introducing-milvus-lite.md │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.json │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.md │ │ ├── introducing-pymilvus-integrations-with-embedding-models.json │ │ ├── introducing-pymilvus-integrations-with-embedding-models.md │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.json │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.md │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.json │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.md │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.json │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.md │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.json │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.md │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.json │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.md │ │ ├── langchain-vs-langgraph.json │ │ ├── langchain-vs-langgraph.md │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.json │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.md │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.json │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.md │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.json │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.md │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.json │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.md │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.json │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.md │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.json │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.md │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.json │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.md │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.json │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.md │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.json │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.md │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.json │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.md │ │ ├── milvus-embraces-nats-messaging.json │ │ ├── milvus-embraces-nats-messaging.md │ │ ├── milvus-exceeds-40k-github-stars.json │ │ ├── milvus-exceeds-40k-github-stars.md │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.json │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.md │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.json │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.md │ │ ├── milvus-supports-apache-parquet-file-supports.json │ │ ├── milvus-supports-apache-parquet-file-supports.md │ │ ├── milvus-surpasses-20000-GitHub-stars.json │ │ ├── milvus-surpasses-20000-GitHub-stars.md │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.json │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.md │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.json │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.md │ │ ├── multimodal-semantic-search-with-images-and-text.json │ │ ├── multimodal-semantic-search-with-images-and-text.md │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.json │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.md │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.json │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.md │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.json │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.md │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.json │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.md │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.json │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.md │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.json │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.md │ │ ├── raft-or-not.json │ │ ├── raft-or-not.md │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.json │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.md │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.json │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.md │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.json │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.md │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.json │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.md │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.json │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.md │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.json │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.md │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.json │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.md │ │ ├── the-developers-guide-to-milvus-configuration.json │ │ ├── the-developers-guide-to-milvus-configuration.md │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.json │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.md │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.json │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.md │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.json │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.md │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.json │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.md │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.json │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.md │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.json │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.md │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.json │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.md │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.json │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.md │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.json │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.md │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.json │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.md │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.json │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.md │ │ ├── what-is-a-vector-database.json │ │ ├── what-is-a-vector-database.md │ │ ├── what-milvus-taught-us-in-2024.json │ │ ├── what-milvus-taught-us-in-2024.md │ │ ├── what-milvus-version-to-start-with.json │ │ ├── what-milvus-version-to-start-with.md │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.json │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.md │ │ ├── why-ai-databases-do-not-need-sql.json │ │ ├── why-ai-databases-do-not-need-sql.md │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.json │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.md │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.json │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.md │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.json │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.md │ │ ├── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.json │ │ └── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.md │ └── zh │ │ ├── 2019-11-08-data-management.json │ │ ├── 2019-11-08-data-management.md │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.json │ │ ├── 2019-12-05-Accelerating-Similarity-Search-on-Really-Big-Data-with-Vector-Indexing.md │ │ ├── 2019-12-18-datafile-cleanup.json │ │ ├── 2019-12-18-datafile-cleanup.md │ │ ├── 2019-12-24-view-metadata.json │ │ ├── 2019-12-24-view-metadata.md │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.json │ │ ├── 2019-12-25-managing-metadata-in-milvus-1.md │ │ ├── 2019-12-27-meta-table.json │ │ ├── 2019-12-27-meta-table.md │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.json │ │ ├── 2019-12-31-managing-metadata-in-milvus-2.md │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.json │ │ ├── 2020-02-06-molecular-structure-similarity-with-milvus.md │ │ ├── 2020-02-26-select-index-parameters-ivf-index.json │ │ ├── 2020-02-26-select-index-parameters-ivf-index.md │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.json │ │ ├── 2020-03-03-scheduling-query-tasks-milvus.md │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.json │ │ ├── 2020-03-17-mishards-distributed-vector-search-milvus.md │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.json │ │ ├── 2020-04-13-dynamic-data-update-and-query-milvus.md │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.json │ │ ├── 2020-05-12-building-intelligent-chatbot-with-nlp-and-milvus.md │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.json │ │ ├── 2020-06-04-Making-with-Milvus-AI-Powered-News-Recommendation-Inside-Xiaomi-Mobile-Browser.md │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.json │ │ ├── 2020-07-28-Building-an-AI-Powered-Writing-Assistant-with-WPS-Office.md │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.json │ │ ├── 2020-08-04-optimizing-billion-scale-image-search-milvus-part-1.md │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.json │ │ ├── 2020-08-11-optimizing-billion-scale-image-search-milvus-part-2.md │ │ ├── 2020-08-22-deleting-data-in-milvus.json │ │ ├── 2020-08-22-deleting-data-in-milvus.md │ │ ├── 2020-08-29-building-video-search-system-with-milvus.json │ │ ├── 2020-08-29-building-video-search-system-with-milvus.md │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.json │ │ ├── 2020-09-08-music-recommender-system-item-based-collaborative-filtering-milvus.md │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.json │ │ ├── 2020-09-11-ArtLens-AI-Share-Your-View.md │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.json │ │ ├── 2020-11-10-milvus-performance-AVX-512-vs-AVX2.md │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.json │ │ ├── 2020-11-11-Thanks-to-Milvus-Anyone-Can-Build-a-Vector-Database-for-1-Billion-Images.md │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.json │ │ ├── 2020-12-01-graph-based-recommendation-system-with-milvus.md │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.json │ │ ├── 2020-12-23-Set-Up-Milvus-in-Google-Colaboratory-for-Easy-ML-Application-Building.md │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.json │ │ ├── 2021-01-05-Vector-Similarity-Search-Hides-in-Plain-View.md │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.json │ │ ├── 2021-01-13-Milvus-Is-an-Open-Source-Scalable-Vector-Database.md │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.json │ │ ├── 2021-01-13-Milvus-Was-Built-for-Massive-Scale-Think-Trillion-Vector-Similarity-Search.md │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.json │ │ ├── 2021-02-05-How-we-used-semantic-search-to-make-our-search-10-x-smarter.md │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.json │ │ ├── 2021-02-24-building-personalized-recommender-systems-milvus-paddlepaddle.md │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.json │ │ ├── 2021-03-10-milvus-1-0-the-worlds-most-popular-open-source-vector-database-just-got-better.md │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.json │ │ ├── 2021-03-15-Milvus-Data-Migration-Tool.md │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.json │ │ ├── 2021-03-16-Extracting-Events-Highlights-Using-iYUNDONG-Sports-App.md │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.json │ │ ├── 2021-03-18-Making-With-Milvus-AI-Infused-Proptech-for-Personalized-Real-Estate-Search.md │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.json │ │ ├── 2021-03-31-Operationalize-AI-at-Scale-with-Software-MLOps-and-Milvus.md │ │ ├── 2021-04-08-AI-applications-with-Milvus.json │ │ ├── 2021-04-08-AI-applications-with-Milvus.md │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.json │ │ ├── 2021-04-15-Milvus-V1.0-is-coming.md │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.json │ │ ├── 2021-04-19-build-semantic-search-at-speed-milvus-lucidworks.md │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.json │ │ ├── 2021-04-23-Making-with-Milvus-Detecting-Android-Viruses-in-Real-Time-for-Trend-Micro.md │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.json │ │ ├── 2021-04-29-Whats-Inside-Milvus-1.0.md │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.json │ │ ├── 2021-05-13-building-a-search-by-image-shopping-experience-with-vova-and-milvus.md │ │ ├── 2021-05-19-ai-in-finance.json │ │ ├── 2021-05-19-ai-in-finance.md │ │ ├── 2021-05-20-inside-milvus-1.1.0.json │ │ ├── 2021-05-20-inside-milvus-1.1.0.md │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.json │ │ ├── 2021-05-28-accelerating-compilation-with-dependency-decoupling-and-testing-containerization.md │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.json │ │ ├── 2021-06-08-building-an-intelligent-news-recommendation-system-inside-sohu-news-app.md │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.json │ │ ├── 2021-06-15-building-a-milvus-cluster-based-on-juicefs.md │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.json │ │ ├── 2021-07-09-building-a-wardrobe-and-outfit-planning-app-with-milvus.md │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.json │ │ ├── 2021-07-15-test-and-deploy-vector-search-solutions-milvus-bootcamp.md │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.json │ │ ├── 2021-07-20-milmil-a-milvus-powered-faq-chatbot-that-answers-questions-about-milvus.md │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.json │ │ ├── 2021-07-27-audio-retrieval-based-on-milvus.md │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.json │ │ ├── 2021-07-29-building-a-personalized-product-recommender-system-with-vipshop-and-milvus.md │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.json │ │ ├── 2021-08-01-milvus2.0-redefining-vector-database.md │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.json │ │ ├── 2021-08-26-paper-reading-hm-ann-when-anns-meets-heterogeneous-memory.md │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.json │ │ ├── 2021-09-06-dna-sequence-classification-based-on-milvus.md │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.json │ │ ├── 2021-09-15-Implement-Milvus-CLI-by-Python-Click.md │ │ ├── 2021-09-24-diskann.json │ │ ├── 2021-09-24-diskann.md │ │ ├── 2021-09-26-onnx.json │ │ ├── 2021-09-26-onnx.md │ │ ├── 2021-09-28-hactoberfeat-warmup.json │ │ ├── 2021-09-28-hactoberfeat-warmup.md │ │ ├── 2021-10-10-milvus-helps-analyze-videos.json │ │ ├── 2021-10-10-milvus-helps-analyze-videos.md │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.json │ │ ├── 2021-10-22-apply-configuration-changes-on-milvus-2.md │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.json │ │ ├── 2021-11-07-how-to-modify-milvus-advanced-configurations.md │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.json │ │ ├── 2021-11-08-frustrated-with-new-data-our-vector-database-can-help.md │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.json │ │ ├── 2021-11-10-milvus-hacktoberfest-2021.md │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.json │ │ ├── 2021-11-19-run-milvus-2.0-on-windows.md │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.json │ │ ├── 2021-11-26-accelerating-candidate-generation-in-recommender-systems-using-milvus-paired-with-paddlepaddle.md │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.json │ │ ├── 2021-12-03-why-to-choose-fastapi-over-flask.md │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.json │ │ ├── 2021-12-10-image-based-trademark-similarity-search-system-a-smarter-solution-to-ip-protection.md │ │ ├── 2021-12-21-milvus-2.0.json │ │ ├── 2021-12-21-milvus-2.0.md │ │ ├── 2021-12-31-get-started-with-milvus-cli.json │ │ ├── 2021-12-31-get-started-with-milvus-cli.md │ │ ├── 2022-01-07-year-in-review.json │ │ ├── 2022-01-07-year-in-review.md │ │ ├── 2022-01-20-story-of-smartnews.json │ │ ├── 2022-01-20-story-of-smartnews.md │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.json │ │ ├── 2022-02-07-how-milvus-deletes-streaming-data-in-distributed-cluster.md │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.json │ │ ├── 2022-02-28-how-milvus-balances-query-load-across-nodes.md │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.json │ │ ├── 2022-03-10-manage-your-milvus-vector-database-with-one-click-simplicity.md │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.json │ │ ├── 2022-06-20-Zhentu-the-Photo-Fraud-Detector-Based-on-Milvus.md │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.json │ │ ├── 2022-06-23-How-Short-video-Platform-Likee-Removes-Duplicate-Videos-with-Milvus.md │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.json │ │ ├── 2022-08-05-whats-new-in-milvus-2-1.md │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.json │ │ ├── 2022-08-08-How-to-use-string-data-to-empower-your-similarity-search-applications.md │ │ ├── 2022-08-16-Benchmark-Quick-Setup.json │ │ ├── 2022-08-16-Benchmark-Quick-Setup.md │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.json │ │ ├── 2022-1-25-annoucing-general-availability-of-milvus-2-0.md │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.json │ │ ├── 2022-1-27-milvus-2-0-a-glimpse-at-new-features.md │ │ ├── 2022-2-14-bitset.json │ │ ├── 2022-2-14-bitset.md │ │ ├── 2022-2-21-compact.json │ │ ├── 2022-2-21-compact.md │ │ ├── 2022-4-12-milvus-10k-stars.json │ │ ├── 2022-4-12-milvus-10k-stars.md │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.json │ │ ├── Ingesting-Chaos-MLOps-Behind-Handling-Unstructured-Data-Reliably-at-Scale-for-RAG.md │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.json │ │ ├── Milvus-2-2-8-better-query-performance-20-higher-throughputs.md │ │ ├── a-day-in-the-life-of-milvus-datum.json │ │ ├── a-day-in-the-life-of-milvus-datum.md │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.json │ │ ├── ai-agents-vs-workflows-why-80-need-simple-automation.md │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.json │ │ ├── ai-for-smarter-browsing-filtering-web-content-with-pirxtral-milvus-browser-use.md │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.json │ │ ├── benchmarks-lie-vector-dbs-deserve-a-real-test.md │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.json │ │ ├── beyond-context-overload-how-parlant-milvus-brings-control-and-clarity-to-llm-agent-behavior.md │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.json │ │ ├── bring-vector-compression-to-the-extreme-how-milvus-serves-3×-more-queries-with-rabitq.md │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.json │ │ ├── build-multi-tenancy-rag-with-milvus-best-practices-part-one.md │ │ ├── build-open-source-alternative-to-cursor-with-code-context.json │ │ ├── build-open-source-alternative-to-cursor-with-code-context.md │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.json │ │ ├── build-production-chatbot-with-kimi-k2-and-milvus.md │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.json │ │ ├── building-a-production-ready-ai-assistant-with-spring-boot-and-milvus.md │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.json │ │ ├── choosing-a-vector-database-for-ann-search-at-reddit.md │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.json │ │ ├── choosing-the-right-vector-database-for-your-ai-apps.md │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.json │ │ ├── claude-code-vs-gemini-cli-which-ones-the-real-dev-co-pilot.md │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.json │ │ ├── comparing-vector-database-vector-search-plugin-vector-search-libraries.md │ │ ├── conversational-memory-in-langchain.json │ │ ├── conversational-memory-in-langchain.md │ │ ├── data-in-and-data-out-in-milvus-2-6.json │ │ ├── data-in-and-data-out-in-milvus-2-6.md │ │ ├── data-security.json │ │ ├── data-security.md │ │ ├── deep-dive-1-milvus-architecture-overview.json │ │ ├── deep-dive-1-milvus-architecture-overview.md │ │ ├── deep-dive-2-milvus-sdk-and-api.json │ │ ├── deep-dive-2-milvus-sdk-and-api.md │ │ ├── deep-dive-3-data-processing.json │ │ ├── deep-dive-3-data-processing.md │ │ ├── deep-dive-4-data-insertion-and-data-persistence.json │ │ ├── deep-dive-4-data-insertion-and-data-persistence.md │ │ ├── deep-dive-5-real-time-query.json │ │ ├── deep-dive-5-real-time-query.md │ │ ├── deep-dive-6-oss-qa.json │ │ ├── deep-dive-6-oss-qa.md │ │ ├── deep-dive-7-query-expression.json │ │ ├── deep-dive-7-query-expression.md │ │ ├── deep-dive-8-knowhere.json │ │ ├── deep-dive-8-knowhere.md │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.json │ │ ├── deepseek-v3-0324-minor-update-thats-crushing-top-ai-models.md │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.json │ │ ├── deploy-milvus-on-kubernetes-step-by-step-guide-for-k8s-users.md │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.json │ │ ├── deploying-milvus-on-kubernetes-just-got-easier-with-the-milvus-operator.md │ │ ├── diskann-explained.json │ │ ├── diskann-explained.md │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.json │ │ ├── drag-drop-and-deploy-how-to-build-rag-workflows-with-langflow-and-milvus.md │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.json │ │ ├── dynamically-change-log-levels-in-the-milvus-vector-database.md │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.json │ │ ├── efficient-vector-similarity-search-recommender-workflows-using-milvus-nvidia-merlin.md │ │ ├── elasticsearch-is-dead-long-live-lexical-search.json │ │ ├── elasticsearch-is-dead-long-live-lexical-search.md │ │ ├── embedded-milvus.json │ │ ├── embedded-milvus.md │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.json │ │ ├── full-text-search-in-milvus-what-is-under-the-hood.md │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.json │ │ ├── gemini-3-pro-milvus-building-a-more-robust-rag-with-advanced-reasoning-and-multimodal-power.md │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.json │ │ ├── generate-more-creative-and-curated-ghibli-style-images-with-gpt-4o-and-milvus.md │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.json │ │ ├── get-started-with-hybrid-semantic-full-text-search-with-milvus-2-5.md │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.json │ │ ├── get-started-with-langgraph-up-react-a-practical-langgraph-template.md │ │ ├── getting-started-with-hnswlib.json │ │ ├── getting-started-with-hnswlib.md │ │ ├── getting-started-with-milvus-cluster-and-k8s.json │ │ ├── getting-started-with-milvus-cluster-and-k8s.md │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.json │ │ ├── gpt-5-review-accuracy-up-prices-down-code-strong-but-bad-for-creativity.md │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.json │ │ ├── gpt-oss-vs-o4-mini-edge-ready-on-par-performance-dependable-not-mind-blowing.md │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.json │ │ ├── hands-on-rag-with-qwen3-embedding-and-reranking-models-using-milvus.md │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.json │ │ ├── hands-on-tutorial-build-rag-power-document-assistant-in-10-minutes-with-dify-and-milvus.md │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.json │ │ ├── hands-on-tutorial-build-your-own-coding-copilot-with-qwen3-coder-qwen-code-and-code-context.md │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.json │ │ ├── hands-on-with-qwen-3-and-milvus-building-rag-with-the-latest-hybrid-inference-models.md │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.json │ │ ├── hands-on-with-vdbbench-benchmarking-vector-databases-for-pocs-that-match-production.md │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.json │ │ ├── how-milvus-26-powers-hybrid-multilingual-search-at-scale.md │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.json │ │ ├── how-opussearch-built-exact-matching-for-enterprise-rag-with-milvus-bm25.md │ │ ├── how-to-choose-the-right-embedding-model-for-rag.json │ │ ├── how-to-choose-the-right-embedding-model-for-rag.md │ │ ├── how-to-choose-the-right-embedding-model.json │ │ ├── how-to-choose-the-right-embedding-model.md │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.json │ │ ├── how-to-contribute-to-milvus-a-quick-start-for-developers.md │ │ ├── how-to-debug-slow-requests-in-milvus.json │ │ ├── how-to-debug-slow-requests-in-milvus.md │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.json │ │ ├── how-to-deploy-open-source-milvus-vector-database-on-amazon-eks.md │ │ ├── how-to-filter-efficiently-without-killing-recall.json │ │ ├── how-to-filter-efficiently-without-killing-recall.md │ │ ├── how-to-get-started-with-milvus.json │ │ ├── how-to-get-started-with-milvus.md │ │ ├── how-to-get-the-right-vector-embeddings.json │ │ ├── how-to-get-the-right-vector-embeddings.md │ │ ├── how-to-migrate-data-to-milvus-seamlessly.json │ │ ├── how-to-migrate-data-to-milvus-seamlessly.md │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.json │ │ ├── how-to-set-up-opentelemetry-with-milvus-for-end-to-end-request-tracing.md │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.json │ │ ├── how-to-use-milvus-backup-tool-step-by-step-guide.md │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.json │ │ ├── i-built-a-deep-research-with-open-source-so-can-you.md │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.json │ │ ├── i-discovered-this-n8n-repo-that-actually-10xd-my-workflow-automation-efficiency.md │ │ ├── in-memory-replicas.json │ │ ├── in-memory-replicas.md │ │ ├── intelligent-wardrobe-customization-system.json │ │ ├── intelligent-wardrobe-customization-system.md │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.json │ │ ├── introduce-deepsearcher-a-local-open-source-deep-research.md │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.json │ │ ├── introduce-milvus-2-5-full-text-search-powerful-metadata-filtering-and-more.md │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.json │ │ ├── introduce-milvus-2-6-built-for-scale-designed-to-reduce-costs.md │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.json │ │ ├── introducing-milvus-lite-lightweight-version-of-milvus.md │ │ ├── introducing-milvus-lite.json │ │ ├── introducing-milvus-lite.md │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.json │ │ ├── introducing-milvus-sdk-v2-native-async-support-unified-apis-and-superior-performance.md │ │ ├── introducing-pymilvus-integrations-with-embedding-models.json │ │ ├── introducing-pymilvus-integrations-with-embedding-models.md │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.json │ │ ├── introducing-the-milvus-sizing-tool-calculating-and-optimizing-your-milvus-deployment-resources.md │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.json │ │ ├── is-mcp-already-outdated-the-real-reason-anthropic-shipped-skills-and-how-to-pair-them-with-milvus.md │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.json │ │ ├── join-milvus-office-hours-to-get-support-from-vectordb-experts.md │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.json │ │ ├── journey-to-35k-github-stars-story-of-building-milvus-from-scratch.md │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.json │ │ ├── json-shredding-in-milvus-faster-json-filtering-with-flexibility.md │ │ ├── langchain-vs-langgraph.json │ │ ├── langchain-vs-langgraph.md │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.json │ │ ├── langextract-milvus-a-practical-guide-to-building-a-hybrid-document-processing-and-search-system.md │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.json │ │ ├── matryoshka-embeddings-detail-at-multiple-scales.md │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.json │ │ ├── milvus-2-2-12-easier-access-faster-vector-search-speeds-better-user-experience.md │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.json │ │ ├── milvus-2-3-4-faster-searches-expanded-data-support-improved-monitoring-and-more.md │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.json │ │ ├── milvus-2-4-nvidia-cagra-gpu-index-multivector-search-sparse-vector-support.md │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.json │ │ ├── milvus-2025-roadmap-tell-us-what-you-think.md │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.json │ │ ├── milvus-2210-and-2211-enhanced-stability-and-better-user-experience.md │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.json │ │ ├── milvus-229-highly-anticipated-release-with-optimal-user-experience.md │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.json │ │ ├── milvus-26-preview-72-memory-reduction-without-compromising-recall-and-4x-faster-than-elasticsearch.md │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.json │ │ ├── milvus-at-its-best-exploring-2-2-to-2-2-6.md │ │ ├── milvus-embraces-nats-messaging.json │ │ ├── milvus-embraces-nats-messaging.md │ │ ├── milvus-exceeds-40k-github-stars.json │ │ ├── milvus-exceeds-40k-github-stars.md │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.json │ │ ├── milvus-in-2023-unprecedented-vector-database-amidst-tech-buzz.md │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.json │ │ ├── milvus-introduced-mmap-for-redefined-data-management-increased-storage-capability.md │ │ ├── milvus-supports-apache-parquet-file-supports.json │ │ ├── milvus-supports-apache-parquet-file-supports.md │ │ ├── milvus-surpasses-20000-GitHub-stars.json │ │ ├── milvus-surpasses-20000-GitHub-stars.md │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.json │ │ ├── minhash-lsh-in-milvus-the-secret-weapon-for-fighting-duplicates-in-llm-training-data.md │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.json │ │ ├── multimodal-rag-made-simple-rag-anything-milvus-instead-of-20-separate-tools.md │ │ ├── multimodal-semantic-search-with-images-and-text.json │ │ ├── multimodal-semantic-search-with-images-and-text.md │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.json │ │ ├── nano-banana-milvus-turning-hype-into-enterprise-ready-multimodal-rag.md │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.json │ │ ├── no-python-no-problem-model-inference-with-onnx-in-java-or-any-other-language.md │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.json │ │ ├── openagents-milvus-how-to-build-smarter-multi-agent-systems-that-share-memory.md │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.json │ │ ├── optimize-vector-databases-enhance-rag-driven-generative-ai.md │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.json │ │ ├── parse-is-hard-solve-semantic-understanding-with-mistral-ocr-and-milvus.md │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.json │ │ ├── power-high-performance-rag-for-genai-with-hpe-alletra-storag-mp-milvus.md │ │ ├── raft-or-not.json │ │ ├── raft-or-not.md │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.json │ │ ├── revealing-milvus-2-3-2-and-milvus-2-3-3.md │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.json │ │ ├── scalable-and-blazing-fast-similarity-search-with-milvus-vector-database.md │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.json │ │ ├── semantic-search-vs-full-text-search-which-one-should-i-choose-with-milvus-2-5.md │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.json │ │ ├── smarter-retrieval-for-rag-late-chunking-with-jina-embeddings-v2-and-milvus.md │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.json │ │ ├── stop-use-outdated-rag-deepsearcher-agentic-rag-approaches-changes-everything.md │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.json │ │ ├── stop-your-ai-assistant-from-writing-outdated-code-with-milvus-sdk-code-helper.md │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.json │ │ ├── talk-to-vector-db-manage-milvus-via-natural-language.md │ │ ├── the-developers-guide-to-milvus-configuration.json │ │ ├── the-developers-guide-to-milvus-configuration.md │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.json │ │ ├── tokenize-smarter-retrieve-better-a-deep-dive-into-milvus-analyzer-for-full-text-search.md │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.json │ │ ├── top-10-keywords-dominates-milvus-community-in-2023.md │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.json │ │ ├── understand-hierarchical-navigable-small-worlds-hnsw-for-vector-search.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database-2.md │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.json │ │ ├── understanding-consistency-levels-in-the-milvus-vector-database.md │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.json │ │ ├── understanding-ivf-vector-index-how-It-works-and-when-to-choose-it-over-hnsw.md │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.json │ │ ├── unlocking-8×-milvus-performance-with-cloudian-hyperstore-and-nvidia-rdma-for-s3-storage.md │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.json │ │ ├── unlocking-true-entity-level-retrieval-new-array-of-structs-and-max-sim-capabilities-in-milvus.md │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.json │ │ ├── unveiling-milvus-2-3-milestone-release-offering-support-for-gpu-arm64-cdc-and-other-features.md │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.json │ │ ├── vdbbench-1-0-benchmarking-with-your-real-world-production-workloads.md │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.json │ │ ├── vllm-semantic-router-milvus-how-semantic-routing-and-caching-scale-ai-systems-the-smart-way.md │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.json │ │ ├── we-benchmarked-20-embedding-apis-with-milvus-7-insights-that-will-surprise-you.md │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.json │ │ ├── we-replaced-kafka-pulsar-with-a-woodpecker-for-milvus.md │ │ ├── what-is-a-vector-database.json │ │ ├── what-is-a-vector-database.md │ │ ├── what-milvus-taught-us-in-2024.json │ │ ├── what-milvus-taught-us-in-2024.md │ │ ├── what-milvus-version-to-start-with.json │ │ ├── what-milvus-version-to-start-with.md │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.json │ │ ├── when-context-engineering-is-done-right-hallucinations-can-spark-ai-creativity.md │ │ ├── why-ai-databases-do-not-need-sql.json │ │ ├── why-ai-databases-do-not-need-sql.md │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.json │ │ ├── why-and-when-you-need-a-purpose-built-vector-database.md │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.json │ │ ├── why-im-against-claude-codes-grep-only-retrieval-it-just-burns-too-many-tokens.md │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.json │ │ ├── why-manual-sharding-is-a-bad-idea-for-vector-databases-and-how-to-fix-it.md │ │ ├── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.json │ │ └── why-vibe-coding-generate-outdated-code-and-how-to-fix-it-with-milvus-mcp.md └── homepage │ ├── ar │ └── index.json │ ├── de │ └── index.json │ ├── es │ └── index.json │ ├── fr │ └── index.json │ ├── id │ └── index.json │ ├── it │ └── index.json │ ├── ja │ └── index.json │ ├── ko │ └── index.json │ ├── pt │ └── index.json │ ├── ru │ └── index.json │ ├── zh-hant │ └── index.json │ └── zh │ └── index.json ├── meetup ├── arch_meetup_2.md ├── arch_meetup_3.md ├── assets │ ├── meetup2 │ │ ├── JinHai.jpg │ │ └── YangJie.jpg │ └── meetup3 │ │ ├── FengLiyuan.jpg │ │ └── GuJun.jpg └── slides │ ├── arch-meetup-2-杨杰-Milvus与云从一人一档产品.pdf │ └── arch-meetup-2-金海-Milvus异构加速向量搜索.pdf ├── package.json ├── postMedium.md ├── tools ├── cache.json ├── glossary.js ├── glossary │ ├── en-ja.json │ ├── en-zh.json │ └── glossary-id.json ├── translate.js └── utils.js ├── trigger-milvus-build.md ├── vote-process.md └── yarn.lock /.github/workflows/ci.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/milvus-io/community/HEAD/.github/workflows/ci.yml 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