├── 01-multidoc-retriever-chromadb.ipynb ├── 02-multidoc-retriever-instruct-embeddings.ipynb ├── 03-retrievalqa-with-llama2-70b.ipynb ├── 04-retrievalqa-with-llama2-70b-and-bge.ipynb ├── 05-retrievalqa-with-llama2-7b-custom-prompts.ipynb ├── 06-self-querying-retrival.ipynb ├── 07-parent-document-rag.ipynb ├── 08-hybrid-search.ipynb ├── 10-contextual-compressors-and-filters.ipynb ├── 11-hyde-rag.ipynb ├── 12-rag-fusion.ipynb ├── 13-better-rag-with-rerankers.ipynb ├── 17-better-rag-with-bge-reranking.ipynb ├── 18-better-rag-with-lotr-and-rerank.ipynb ├── 19-rag-with-qdrant.ipynb ├── README.md ├── data ├── .DS_Store ├── new_articles │ ├── 05-03-ai-powered-supply-chain-startup-pando-lands-30m-investment.txt │ ├── 05-03-ai-replace-tv-writers-strike.txt │ ├── 05-03-chatgpt-everything-you-need-to-know-about-the-ai-powered-chatbot.txt │ ├── 05-03-checks-the-ai-powered-data-protection-project-incubated-in-area-120-officially-exits-to-google.txt │ ├── 05-03-databricks-acquires-ai-centric-data-governance-platform-okera.txt │ ├── 05-03-nova-is-building-guardrails-for-generative-ai-content-to-protect-brand-integrity.txt │ ├── 05-03-spawning-lays-out-its-plans-for-letting-creators-opt-out-of-generative-ai-training.txt │ ├── 05-04-cma-generative-ai-review.txt │ ├── 05-04-hugging-face-and-servicenow-release-a-free-code-generating-model.txt │ ├── 05-04-microsoft-doubles-down-on-ai-with-new-bing-features.txt │ ├── 05-04-slack-updates-aim-to-put-ai-at-the-center-of-the-user-experience.txt │ ├── 05-05-google-and-openai-are-walmarts-besieged-by-fruit-stands.txt │ ├── 05-05-google-i-o-2023-is-next-week-heres-what-were-expecting.txt │ ├── 05-05-vint-cerf-on-the-exhilarating-mix-of-thrill-and-hazard-at-the-frontiers-of-tech.txt │ ├── 05-05-with-deepfloyd-generative-ai-art-gets-a-text-upgrade.txt │ ├── 05-06-ai-startups-q1-investments.txt │ ├── 05-06-amazon-launches-free-channels-check-marks-come-to-gmail-and-openai-raises-more-moolah.txt │ ├── 05-06-this-week-in-apps-apple-and-google-team-up-on-trackers-google-i-o-preview-apps-hit-newfronts.txt │ ├── 05-07-3one4-capital-driven-by-contrarian-bets-raises-200-million-new-fund.txt │ ├── 05-07-fintech-space-continues-to-be-competitive-and-drama-filled.txt │ └── 05-07-spacex-starship-startups-future.txt └── new_papers │ ├── ALiBi.pdf │ ├── Augmenting LLMs Survey.pdf │ ├── Flash-attention.pdf │ ├── ReACT.pdf │ └── toolformer.pdf └── db ├── 17 └── paul_graham_essay.txt ├── 01 └── chroma.sqlite3 └── 02 ├── chroma.sqlite3 └── e21fc922-a0e4-40d2-9bcd-cd0bb1ce24f4 ├── data_level0.bin ├── header.bin ├── length.bin └── link_lists.bin /01-multidoc-retriever-chromadb.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/machinelearningzuu/RAG-University/HEAD/01-multidoc-retriever-chromadb.ipynb -------------------------------------------------------------------------------- /02-multidoc-retriever-instruct-embeddings.ipynb: 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