├── .gitattributes ├── .github ├── CODEOWNERS ├── ISSUE_TEMPLATE │ ├── 1_bug_template.yml │ ├── 2_feature_template.yml │ └── config.yml ├── code_spell_ignore.txt ├── env │ └── _vllm_versions.sh ├── license_template.txt ├── pull_request_template.md └── workflows │ ├── _comps-workflow.yml │ ├── _get-image-list.yml │ ├── _get-test-matrix.yml │ ├── _run-docker-compose.yml │ ├── _run-helm-chart.yml │ ├── check-online-doc-build.yml │ ├── daily-update-vllm-version.yml │ ├── daily_check_issue_and_pr.yml │ ├── docker │ ├── code-scan.dockerfile │ ├── compose │ │ ├── agent-compose.yaml │ │ ├── animation-compose.yaml │ │ ├── arb_post_hearing_assistant-compose.yaml │ │ ├── asr-compose.yaml │ │ ├── base-compose.yaml │ │ ├── chathistory-compose.yaml │ │ ├── dataprep-compose.yaml │ │ ├── embeddings-compose.yaml │ │ ├── feedback_management-compose.yaml │ │ ├── finetuning-compose.yaml │ │ ├── guardrails-compose.yaml │ │ ├── image2image-compose.yaml │ │ ├── image2video-compose.yaml │ │ ├── language_detection-compose.yaml │ │ ├── llms-compose.yaml │ │ ├── lvms-compose.yaml │ │ ├── prompt_registry-compose.yaml │ │ ├── prompt_template-compose.yaml │ │ ├── rerankings-compose.yaml │ │ ├── retrievers-compose.yaml │ │ ├── router-compose.yaml │ │ ├── struct2graph-compose.yaml │ │ ├── text2cypher-compose.yaml │ │ ├── text2graph-compose.yaml │ │ ├── text2image-compose.yaml │ │ ├── text2kg-compose.yaml │ │ ├── text2query-compose.yaml │ │ ├── text2sql-compose.yaml │ │ ├── third_parties-compose.yaml │ │ ├── tts-compose.yaml │ │ └── web_retrievers-compose.yaml │ └── ut.dockerfile │ ├── manual-comps-test.yml │ ├── manual-docker-publish.yml │ ├── manual-docker-scan.yml │ ├── manual-freeze-images.yml │ ├── manual-freeze-requirements.yml │ ├── mix-code-scan.yml │ ├── mix-megaservice-test.yml │ ├── mix-trellix.yml │ ├── pr-dockerfile-path-scan.yaml │ ├── pr-examples-test.yml │ ├── pr-helm-test.yaml │ ├── pr-image-size.yml │ ├── pr-link-path-scan.yaml │ ├── pr-microservice-test.yml │ ├── push-base-image-upstream.yml │ ├── push-image-build.yml │ ├── push-infra-issue-creation.yml │ ├── scorecard.yml │ └── scripts │ ├── change_color │ ├── check_duplicated_image.py │ ├── check_name_agreement.py │ ├── codeScan │ ├── .hadolint.yaml │ ├── bandit.sh │ ├── hadolint.sh │ └── trellix.sh │ ├── freeze_images.sh │ ├── freeze_requirements.sh │ ├── get_cicd_list.sh │ ├── get_test_matrix.sh │ ├── k8s-utils.sh │ └── test_ut.sh ├── .gitignore ├── .pre-commit-config.yaml ├── Dockerfile ├── Dockerfile.openEuler ├── LEGAL_INFORMATION.md ├── LICENSE ├── README.md ├── codecov.yml ├── comps ├── __init__.py ├── agent │ ├── deployment │ │ ├── docker_compose │ │ │ └── README.md │ │ └── kubernetes │ │ │ ├── README.md │ │ │ └── gaudi-values.yaml │ └── src │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── agent.py │ │ ├── agent_arch.jpg │ │ ├── integrations │ │ ├── agent.py │ │ ├── config.py │ │ ├── global_var.py │ │ ├── storage │ │ │ ├── persistence_memory.py │ │ │ └── persistence_redis.py │ │ ├── strategy │ │ │ ├── __init__.py │ │ │ ├── base_agent.py │ │ │ ├── planexec │ │ │ │ ├── README.md │ │ │ │ ├── __init__.py │ │ │ │ ├── planner.py │ │ │ │ └── prompt.py │ │ │ ├── ragagent │ │ │ │ ├── README.md │ │ │ │ ├── __init__.py │ │ │ │ ├── planner.py │ │ │ │ ├── prompt.py │ │ │ │ └── utils.py │ │ │ ├── react │ │ │ │ ├── __init__.py │ │ │ │ ├── planner.py │ │ │ │ ├── prompt.py │ │ │ │ └── utils.py │ │ │ └── sqlagent │ │ │ │ ├── README.md │ │ │ │ ├── __init__.py │ │ │ │ ├── hint.py │ │ │ │ ├── planner.py │ │ │ │ ├── prompt.py │ │ │ │ ├── sql_tools.py │ │ │ │ └── utils.py │ │ ├── thread.py │ │ ├── tools.py │ │ └── utils.py │ │ ├── requirements.in │ │ ├── requirements.txt │ │ ├── sql_agent.png │ │ ├── sql_agent_llama.png │ │ ├── test.py │ │ ├── test_assistant_api.py │ │ ├── test_chat_completion_multiturn.py │ │ └── tools │ │ ├── custom_prompt.py │ │ ├── custom_tools.py │ │ └── custom_tools.yaml ├── animation │ ├── deployment │ │ ├── docker_compose │ │ │ ├── README.md │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ └── README.md │ └── src │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── __init__.py │ │ ├── assets │ │ ├── audio │ │ │ ├── eg3_ref.wav │ │ │ ├── sample_question.json │ │ │ └── sample_whoareyou.json │ │ ├── img │ │ │ ├── avatar1.jpg │ │ │ ├── avatar2.jpg │ │ │ ├── avatar3.png │ │ │ ├── avatar4.png │ │ │ ├── avatar5.png │ │ │ ├── avatar6.png │ │ │ ├── flowchart.png │ │ │ ├── gaudi.png │ │ │ ├── opea_gh_qr.png │ │ │ ├── opea_qr.png │ │ │ └── xeon.jpg │ │ └── outputs │ │ │ └── results.mp4 │ │ ├── check_animation_server.py │ │ ├── docker_run.sh │ │ ├── integrations │ │ ├── __init__.py │ │ └── wav2lip.py │ │ ├── opea_animation_microservice.py │ │ ├── requirements-cpu.txt │ │ ├── requirements-gpu.txt │ │ └── requirements.in ├── arb_post_hearing_assistant │ ├── README.md │ ├── deployment │ │ ├── docker_compose │ │ │ └── arb_post_hearing_assistant-compose.yaml │ │ └── kubernetes │ │ │ └── README.md │ └── src │ │ ├── Dockerfile │ │ ├── __init__.py │ │ ├── integrations │ │ ├── __init__.py │ │ ├── common.py │ │ ├── template.py │ │ ├── tgi.py │ │ └── vllm.py │ │ ├── opea_arb_post_hearing_assistant_microservice.py │ │ ├── requirements-cpu.txt │ │ ├── requirements-gpu.txt │ │ └── requirements.in ├── asr │ ├── deployment │ │ ├── docker_compose │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ ├── README.md │ │ │ └── cpu-values.yaml │ └── src │ │ ├── Dockerfile │ │ ├── Dockerfile.openEuler │ │ ├── README.md │ │ ├── README_paraformer.md │ │ ├── README_whisper.md │ │ ├── check_asr_server.py │ │ ├── integrations │ │ ├── funasr_paraformer.py │ │ └── whisper.py │ │ ├── opea_asr_microservice.py │ │ ├── requirements-cpu.txt │ │ ├── requirements-gpu.txt │ │ └── requirements.in ├── chathistory │ ├── README.md │ ├── assets │ │ └── img │ │ │ └── chathistory_flow.png │ ├── deployment │ │ ├── docker_compose │ │ │ ├── README.md │ │ │ ├── README_arango.md │ │ │ ├── README_redis.md │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ ├── README.md │ │ │ └── cpu-values.yaml │ └── src │ │ ├── Dockerfile │ │ ├── __init__.py │ │ ├── integrations │ │ ├── __init__.py │ │ └── data_store.py │ │ ├── opea_chathistory_microservice.py │ │ ├── requirements.in │ │ └── requirements.txt ├── cores │ ├── __init__.py │ ├── assets │ │ └── img │ │ │ └── opea_telemetry.jpg │ ├── common │ │ ├── __init__.py │ │ ├── component.py │ │ └── storage.py │ ├── mcp │ │ ├── README.md │ │ ├── __init__.py │ │ ├── client.py │ │ ├── config.py │ │ ├── manager.py │ │ └── tool.py │ ├── mega │ │ ├── __init__.py │ │ ├── base_service.py │ │ ├── base_statistics.py │ │ ├── cli.py │ │ ├── config.py │ │ ├── constants.py │ │ ├── dag.py │ │ ├── exporter.py │ │ ├── http_service.py │ │ ├── logger.py │ │ ├── mega_service.yaml │ │ ├── micro_service.py │ │ ├── orchestrator.py │ │ ├── orchestrator_with_yaml.py │ │ └── utils.py │ ├── proto │ │ ├── __init__.py │ │ ├── api_protocol.py │ │ └── docarray.py │ ├── storages │ │ ├── __init__.py │ │ ├── arangodb.py │ │ ├── developer.md │ │ ├── models.py │ │ ├── mongodb.py │ │ ├── redisdb.py │ │ └── stores.py │ └── telemetry │ │ ├── README.md │ │ ├── __init__.py │ │ └── opea_telemetry.py ├── dataprep │ ├── README.md │ ├── deployment │ │ ├── docker_compose │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ ├── README.md │ │ │ ├── milvus-values.yaml │ │ │ ├── qdrant-values.yaml │ │ │ └── redis-values.yaml │ └── src │ │ ├── Dockerfile │ │ ├── Dockerfile.openEuler │ │ ├── README_arangodb.md │ │ ├── README_elasticsearch.md │ │ ├── README_finance.md │ │ ├── README_mariadb.md │ │ ├── README_milvus.md │ │ ├── README_multimodal.md │ │ ├── README_neo4j_langchain.md │ │ ├── README_neo4j_llamaindex.md │ │ ├── README_opengauss.md │ │ ├── README_opensearch.md │ │ ├── README_pgvector.md │ │ ├── README_pinecone.md │ │ ├── README_qdrant.md │ │ ├── README_redis.md │ │ ├── README_vdms.md │ │ ├── __init__.py │ │ ├── integrations │ │ ├── __init__.py │ │ ├── arangodb.py │ │ ├── config │ │ │ ├── __init__.py │ │ │ ├── config.yaml │ │ │ └── schema.yml │ │ ├── elasticsearch.py │ │ ├── mariadb.py │ │ ├── milvus.py │ │ ├── milvus_multimodal.py │ │ ├── neo4j_langchain.py │ │ ├── neo4j_llamaindex.py │ │ ├── opengauss.py │ │ ├── opensearch.py │ │ ├── pgvect.py │ │ ├── pipecone.py │ │ ├── qdrant.py │ │ ├── redis.py │ │ ├── redis_finance.py │ │ ├── redis_multimodal.py │ │ ├── utils │ │ │ ├── __init__.py │ │ │ ├── multimodal.py │ │ │ ├── redis_finance_utils.py │ │ │ ├── redis_kv.py │ │ │ ├── store_embeddings.py │ │ │ ├── utils.py │ │ │ └── vclip.py │ │ ├── vdms.py │ │ └── vdms_multimodal.py │ │ ├── opea_dataprep_loader.py │ │ ├── opea_dataprep_microservice.py │ │ ├── opea_dataprep_multimodal_microservice.py │ │ ├── requirements-cpu.txt │ │ ├── requirements-gpu.txt │ │ ├── requirements.in │ │ └── utils.py ├── embeddings │ ├── README.md │ ├── deployment │ │ ├── docker_compose │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ ├── README.md │ │ │ └── cpu-values.yaml │ └── src │ │ ├── Dockerfile │ │ ├── Dockerfile.openEuler │ │ ├── README_bridgetower.md │ │ ├── README_clip.md │ │ ├── README_ovms.md │ │ ├── README_predictionguard.md │ │ ├── README_tei.md │ │ ├── __init__.py │ │ ├── integrations │ │ ├── __init__.py │ │ ├── clip.py │ │ ├── multimodal_bridgetower.py │ │ ├── ovms.py │ │ ├── predictionguard.py │ │ └── tei.py │ │ ├── opea_embedding_microservice.py │ │ ├── opea_multimodal_embedding_microservice.py │ │ ├── requirements.in │ │ └── requirements.txt ├── feedback_management │ ├── README.md │ ├── deployment │ │ ├── docker_compose │ │ │ ├── README.md │ │ │ ├── README_arango.md │ │ │ ├── README_redis.md │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ └── README.md │ └── src │ │ ├── Dockerfile │ │ ├── __init__.py │ │ ├── integrations │ │ ├── __init__.py │ │ └── data_store.py │ │ ├── opea_feedback_microservice.py │ │ ├── requirements.in │ │ └── requirements.txt ├── finetuning │ ├── deployment │ │ ├── docker_compose │ │ │ ├── README.md │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ └── README.md │ └── src │ │ ├── Dockerfile │ │ ├── Dockerfile.intel_hpu │ │ ├── Dockerfile.xtune │ │ ├── README.md │ │ ├── integrations │ │ ├── __init__.py │ │ ├── finetune_config.py │ │ ├── finetune_runner.py │ │ ├── llm_on_ray │ │ │ ├── common │ │ │ │ ├── __init__.py │ │ │ │ ├── common.py │ │ │ │ └── torch_config.py │ │ │ └── finetune │ │ │ │ ├── __init__.py │ │ │ │ ├── data_process.py │ │ │ │ ├── dpo_trainer.py │ │ │ │ ├── finetune.py │ │ │ │ └── modeling.py │ │ ├── native.py │ │ ├── xtune.py │ │ └── xtune │ │ │ ├── README.md │ │ │ ├── VERSION │ │ │ ├── adaclip_finetune │ │ │ ├── finetune │ │ │ │ ├── __init__.py │ │ │ │ ├── importance.py │ │ │ │ ├── sampling.py │ │ │ │ └── utils.py │ │ │ └── prepare_adaclip_finetune.sh │ │ │ ├── clip_finetune │ │ │ ├── prepare_clip_finetune.sh │ │ │ └── trainers │ │ │ │ ├── __init__.py │ │ │ │ ├── clip_adapter_hf.py │ │ │ │ ├── clip_bias_hf.py │ │ │ │ ├── clip_fullfinetune_hf.py │ │ │ │ ├── clip_vpt_hf.py │ │ │ │ └── tip_adapter.py │ │ │ ├── doc │ │ │ ├── DeepSeek-R1_distillation_best_practice-v1.3.pdf │ │ │ ├── Prepare_dataset.md │ │ │ ├── Qwen2-VL_README.md │ │ │ ├── adaclip_finetune_in_Xtune.pdf │ │ │ ├── adaclip_readme.md │ │ │ ├── clip_finetune_in_xtune.pdf │ │ │ ├── install_dependency.md │ │ │ ├── key_features_for_clip_finetune_tool.md │ │ │ └── run_eval.sh │ │ │ ├── llama_factory │ │ │ ├── optuna_tuning.py │ │ │ ├── plot_metrics.py │ │ │ ├── prepare_llama_factory.sh │ │ │ └── src │ │ │ │ └── llamafactory │ │ │ │ └── train │ │ │ │ ├── sft │ │ │ │ └── workflow.py │ │ │ │ ├── sft_adaclip │ │ │ │ ├── __init__.py │ │ │ │ └── workflow.py │ │ │ │ └── sft_clip │ │ │ │ ├── __init__.py │ │ │ │ └── workflow.py │ │ │ └── prepare_xtune.sh │ │ ├── launch.sh │ │ ├── opea_finetuning_loader.py │ │ ├── opea_finetuning_microservice.py │ │ ├── requirements-cpu.txt │ │ └── requirements.in ├── guardrails │ ├── README.md │ ├── __init__.py │ ├── deployment │ │ ├── docker_compose │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ ├── README.md │ │ │ └── cpu-values.yaml │ └── src │ │ ├── bias_detection │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── __init__.py │ │ ├── integrations │ │ │ ├── __init__.py │ │ │ └── distilbias.py │ │ ├── opea_bias_detection_microservice.py │ │ ├── requirements.in │ │ └── requirements.txt │ │ ├── factuality_alignment │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── __init__.py │ │ ├── integrations │ │ │ ├── __init__.py │ │ │ └── predictionguard.py │ │ ├── opea_factuality_alignment_microservice.py │ │ ├── requirements.in │ │ └── requirements.txt │ │ ├── guardrails │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── __init__.py │ │ ├── integrations │ │ │ ├── __init__.py │ │ │ ├── llamaguard.py │ │ │ └── wildguard.py │ │ ├── opea_guardrails_microservice.py │ │ ├── requirements-cpu.txt │ │ ├── requirements-gpu.txt │ │ ├── requirements.in │ │ └── utils │ │ │ ├── .input_env │ │ │ ├── .output_env │ │ │ ├── llm_guard_input_guardrail.py │ │ │ ├── llm_guard_input_scanners.py │ │ │ ├── llm_guard_output_guardrail.py │ │ │ ├── llm_guard_output_scanners.py │ │ │ └── scanners.py │ │ ├── hallucination_detection │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── build_docker_hallucination_microservice.sh │ │ ├── integrations │ │ │ ├── __init__.py │ │ │ ├── hallucination_guard.py │ │ │ └── template.py │ │ ├── launch_hallucination_microservice.sh │ │ ├── launch_vllm_service.sh │ │ ├── opea_hallucination_detection_microservice.py │ │ ├── requirements-cpu.txt │ │ ├── requirements-gpu.txt │ │ └── requirements.in │ │ ├── pii_detection │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── __init__.py │ │ ├── integrations │ │ │ ├── __init__.py │ │ │ └── predictionguard.py │ │ ├── opea_pii_detection_microservice.py │ │ ├── requirements.in │ │ └── requirements.txt │ │ ├── prompt_injection │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── __init__.py │ │ ├── integrations │ │ │ ├── __init__.py │ │ │ ├── predictionguard.py │ │ │ └── promptguard.py │ │ ├── opea_prompt_injection_microservice.py │ │ ├── requirements.in │ │ └── requirements.txt │ │ └── toxicity_detection │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── __init__.py │ │ ├── integrations │ │ ├── __init__.py │ │ ├── predictionguard.py │ │ └── toxicdetection.py │ │ ├── opea_toxicity_detection_microservice.py │ │ ├── requirements.in │ │ └── requirements.txt ├── image2image │ ├── deployment │ │ ├── docker_compose │ │ │ ├── README.md │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ └── README.md │ └── src │ │ ├── Dockerfile │ │ ├── Dockerfile.intel_hpu │ │ ├── README.md │ │ ├── __init__.py │ │ ├── image2image.py │ │ ├── integrations │ │ ├── __init__.py │ │ └── native.py │ │ ├── opea_image2image_microservice.py │ │ ├── requirements-cpu.txt │ │ ├── requirements-gpu.txt │ │ └── requirements.in ├── image2video │ ├── deployment │ │ ├── docker_compose │ │ │ ├── README.md │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ └── README.md │ └── src │ │ ├── Dockerfile │ │ ├── Dockerfile.intel_hpu │ │ ├── README.md │ │ ├── integrations │ │ ├── __init__.py │ │ └── native.py │ │ ├── opea_image2video_microservice.py │ │ ├── requirements-cpu.txt │ │ ├── requirements-gpu.txt │ │ └── requirements.in ├── language_detection │ ├── deployment │ │ ├── docker_compose │ │ │ ├── README.md │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ └── README.md │ └── src │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── integrations │ │ ├── __init__.py │ │ ├── native.py │ │ └── utils │ │ │ ├── detector.py │ │ │ └── prompt.py │ │ ├── opea_language_detection_microservice.py │ │ ├── requirements.in │ │ └── requirements.txt ├── llms │ ├── deployment │ │ ├── docker_compose │ │ │ ├── compose_doc-summarization.yaml │ │ │ ├── compose_faq-generation.yaml │ │ │ └── compose_text-generation.yaml │ │ └── kubernetes │ │ │ ├── README.md │ │ │ ├── cpu-values.yaml │ │ │ ├── docsum-values.yaml │ │ │ └── faqgen-values.yaml │ ├── src │ │ ├── doc-summarization │ │ │ ├── Dockerfile │ │ │ ├── README.md │ │ │ ├── integrations │ │ │ │ ├── __init__.py │ │ │ │ ├── common.py │ │ │ │ ├── template.py │ │ │ │ ├── tgi.py │ │ │ │ └── vllm.py │ │ │ ├── opea_docsum_microservice.py │ │ │ ├── requirements-cpu.txt │ │ │ ├── requirements-gpu.txt │ │ │ └── requirements.in │ │ ├── faq-generation │ │ │ ├── Dockerfile │ │ │ ├── README.md │ │ │ ├── integrations │ │ │ │ ├── __init__.py │ │ │ │ ├── common.py │ │ │ │ ├── tgi.py │ │ │ │ └── vllm.py │ │ │ ├── opea_faqgen_microservice.py │ │ │ ├── requirements-cpu.txt │ │ │ ├── requirements-gpu.txt │ │ │ └── requirements.in │ │ └── text-generation │ │ │ ├── Dockerfile │ │ │ ├── Dockerfile.intel_hpu │ │ │ ├── Dockerfile.intel_hpu_phi4 │ │ │ ├── Dockerfile.openEuler │ │ │ ├── README.md │ │ │ ├── README_bedrock.md │ │ │ ├── README_endpoint_openai.md │ │ │ ├── README_native.md │ │ │ ├── README_ovms.md │ │ │ ├── README_predictionguard.md │ │ │ ├── README_vllm_ipex.md │ │ │ ├── __init__.py │ │ │ ├── entrypoint.sh │ │ │ ├── entrypoint_phi4.sh │ │ │ ├── integrations │ │ │ ├── __init__.py │ │ │ ├── bedrock.py │ │ │ ├── native.py │ │ │ ├── native_phi4_multimodal.py │ │ │ ├── ovms.py │ │ │ ├── predictionguard.py │ │ │ ├── service.py │ │ │ ├── template.py │ │ │ └── utils.py │ │ │ ├── opea_llm_microservice.py │ │ │ ├── patch │ │ │ ├── optimum-habana-phi4.patch │ │ │ └── phi4-multimodal-patch │ │ │ │ └── modeling_phi4mm.py │ │ │ ├── requirements.in │ │ │ ├── requirements.txt │ │ │ └── vllm_ipex_entrypoint.sh │ └── utils │ │ └── lm-eval │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── requirements-cpu.txt │ │ ├── requirements.in │ │ └── self_hosted_hf.py ├── lvms │ ├── README.md │ ├── deployment │ │ ├── docker_compose │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ ├── README.md │ │ │ └── cpu-values.yaml │ └── src │ │ ├── Dockerfile │ │ ├── README_llama_vision.md │ │ ├── README_llava.md │ │ ├── README_llava_tgi.md │ │ ├── README_predictionguard.md │ │ ├── README_video_llama.md │ │ ├── README_vllm.md │ │ ├── README_vllm_ipex.md │ │ ├── integrations │ │ ├── llama_vision.py │ │ ├── llava.py │ │ ├── predictionguard.py │ │ ├── tgi_llava.py │ │ ├── video_llama.py │ │ └── vllm.py │ │ ├── opea_lvm_microservice.py │ │ ├── requirements-cpu.txt │ │ ├── requirements-gpu.txt │ │ ├── requirements.in │ │ └── vllm_ipex_entrypoint.sh ├── prompt_registry │ ├── README.md │ ├── deployment │ │ ├── docker_compose │ │ │ ├── README.md │ │ │ ├── README_arango.md │ │ │ ├── README_redis.md │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ ├── README.md │ │ │ └── cpu-values.yaml │ └── src │ │ ├── Dockerfile │ │ ├── __init__.py │ │ ├── integrations │ │ ├── __init__.py │ │ └── data_store.py │ │ ├── opea_prompt_microservice.py │ │ ├── requirements.in │ │ └── requirements.txt ├── prompt_template │ ├── deployment │ │ ├── docker_compose │ │ │ ├── README.md │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ └── README.md │ └── src │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── integrations │ │ ├── __init__.py │ │ ├── native.py │ │ └── utils │ │ │ ├── conversation_history_handler.py │ │ │ ├── prompt.py │ │ │ └── templates.py │ │ ├── opea_prompt_template_microservice.py │ │ ├── requirements.in │ │ └── requirements.txt ├── rerankings │ ├── deployment │ │ ├── docker_compose │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ ├── README.md │ │ │ └── cpu-values.yaml │ └── src │ │ ├── Dockerfile │ │ ├── Dockerfile.openEuler │ │ ├── README.md │ │ ├── README_ovms.md │ │ ├── README_tei.md │ │ ├── README_videoqna.md │ │ ├── __init__.py │ │ ├── assets │ │ └── img │ │ │ └── reranking_flow.png │ │ ├── integrations │ │ ├── __init__.py │ │ ├── ovms.py │ │ ├── tei.py │ │ └── videoqna.py │ │ ├── opea_reranking_microservice.py │ │ ├── requirements-cpu.txt │ │ ├── requirements-gpu.txt │ │ └── requirements.in ├── retrievers │ ├── README.md │ ├── deployment │ │ ├── docker_compose │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ ├── README.md │ │ │ ├── milvus-values.yaml │ │ │ ├── qdrant-values.yaml │ │ │ └── redis-values.yaml │ └── src │ │ ├── Dockerfile │ │ ├── Dockerfile.openEuler │ │ ├── README_arangodb.md │ │ ├── README_elasticsearch.md │ │ ├── README_mariadb.md │ │ ├── README_milvus.md │ │ ├── README_neo4j.md │ │ ├── README_opengauss.md │ │ ├── README_opensearch.md │ │ ├── README_pathway.md │ │ ├── README_pgvector.md │ │ ├── README_qdrant.md │ │ ├── README_redis.md │ │ ├── README_vdms.md │ │ ├── __init__.py │ │ ├── integrations │ │ ├── __init__.py │ │ ├── arangodb.py │ │ ├── config.py │ │ ├── elasticsearch.py │ │ ├── mariadb.py │ │ ├── milvus.py │ │ ├── neo4j.py │ │ ├── opengauss.py │ │ ├── opensearch.py │ │ ├── pathway.py │ │ ├── pgvector.py │ │ ├── pinecone.py │ │ ├── qdrant.py │ │ ├── redis.py │ │ ├── redis_schema_multi.yml │ │ └── vdms.py │ │ ├── opea_retrievers_microservice.py │ │ ├── requirements-cpu.txt │ │ ├── requirements-gpu.txt │ │ └── requirements.in ├── router │ ├── deployment │ │ └── docker_compose │ │ │ ├── compose.yaml │ │ │ ├── configs │ │ │ ├── routellm_config.yaml │ │ │ ├── router.yaml │ │ │ └── semantic_router_config.yaml │ │ │ └── deploy_router.sh │ └── src │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── hf_compatibility.patch │ │ ├── integrations │ │ └── controllers │ │ │ ├── base_controller.py │ │ │ ├── controller_factory.py │ │ │ ├── routellm_controller │ │ │ └── routellm_controller.py │ │ │ └── semantic_router_controller │ │ │ └── semantic_router_controller.py │ │ ├── opea_router_microservice.py │ │ ├── requirements.in │ │ └── requirements.txt ├── struct2graph │ ├── deployment │ │ └── docker_compose │ │ │ ├── README.md │ │ │ └── struct2graph-compose.yaml │ └── src │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── environment_setup.sh │ │ ├── integrations │ │ ├── graph_utils.py │ │ └── opea.py │ │ ├── opea_struct2graph_microservice.py │ │ ├── requirements.in │ │ └── requirements.txt ├── text2cypher │ ├── deployment │ │ └── docker_compose │ │ │ ├── README.md │ │ │ └── compose.yaml │ └── src │ │ ├── Dockerfile.intel_hpu │ │ ├── README.md │ │ ├── __init__.py │ │ ├── integrations │ │ ├── __init__.py │ │ ├── cypher_utils.py │ │ ├── gaudiutils.py │ │ ├── native.py │ │ └── pipeline.py │ │ ├── opea_text2cypher_microservice.py │ │ ├── requirements-cpu.txt │ │ └── requirements.in ├── text2graph │ ├── deployment │ │ └── docker_compose │ │ │ ├── README.md │ │ │ └── compose.yaml │ └── src │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── integrations │ │ ├── graph_agent.py │ │ └── opea.py │ │ ├── opea_text2graph_microservice.py │ │ ├── requirements-cpu.txt │ │ ├── requirements-gpu.txt │ │ ├── requirements.in │ │ └── setup_service_env.sh ├── text2image │ ├── deployment │ │ ├── docker_compose │ │ │ ├── README.md │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ ├── README.md │ │ │ ├── cpu-values.yaml │ │ │ └── gaudi-values.yaml │ └── src │ │ ├── Dockerfile │ │ ├── Dockerfile.intel_hpu │ │ ├── README.md │ │ ├── __init__.py │ │ ├── integrations │ │ ├── __init__.py │ │ └── native.py │ │ ├── opea_text2image_microservice.py │ │ ├── requirements-cpu.txt │ │ ├── requirements-gpu.txt │ │ └── requirements.in ├── text2kg │ ├── deployment │ │ └── docker_compose │ │ │ ├── README.md │ │ │ ├── compose.yaml │ │ │ └── custom-override.yml │ └── src │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── environment_setup.sh │ │ ├── integrations │ │ ├── kg_graph_agent.py │ │ └── opea.py │ │ ├── opea_text2kg_microservice.py │ │ ├── requirements-cpu.txt │ │ ├── requirements-gpu.txt │ │ └── requirements.in ├── text2query │ ├── README.md │ ├── deployment │ │ ├── docker_compose │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ └── README.md │ └── src │ │ ├── Dockerfile │ │ ├── Dockerfile.cypher.intel_hpu │ │ ├── README_cypher.md │ │ ├── README_sql.md │ │ ├── __init__.py │ │ ├── integrations │ │ ├── __init__.py │ │ ├── cypher │ │ │ ├── __init__.py │ │ │ ├── cypher_utils.py │ │ │ ├── gaudiutils.py │ │ │ └── pipeline.py │ │ ├── sql │ │ │ ├── __init__.py │ │ │ ├── chinook.sql │ │ │ └── sql_agent.py │ │ ├── text2cypher.py │ │ └── text2sql.py │ │ ├── opea_text2query_loader.py │ │ ├── opea_text2query_microservice.py │ │ ├── requirements-cpu.txt │ │ ├── requirements-gpu.txt │ │ └── requirements.in ├── text2sql │ ├── deployment │ │ ├── docker_compose │ │ │ ├── README.md │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ └── README.md │ └── src │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── __init__.py │ │ ├── chinook.sql │ │ ├── integrations │ │ ├── __init__.py │ │ ├── opea.py │ │ └── sql_agent.py │ │ ├── opea_text2sql_microservice.py │ │ ├── requirements-cpu.txt │ │ ├── requirements-gpu.txt │ │ └── requirements.in ├── third_parties │ ├── arangodb │ │ ├── deployment │ │ │ └── docker_compose │ │ │ │ └── compose.yaml │ │ └── src │ │ │ ├── README.md │ │ │ └── __init__.py │ ├── bridgetower │ │ ├── deployment │ │ │ ├── docker_compose │ │ │ │ └── compose.yaml │ │ │ └── kubernetes │ │ │ │ ├── README.md │ │ │ │ ├── cpu-values.yaml │ │ │ │ └── gaudi-values.yaml │ │ └── src │ │ │ ├── Dockerfile │ │ │ ├── Dockerfile.intel_hpu │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── bridgetower_custom.py │ │ │ ├── bridgetower_embedding.py │ │ │ ├── bridgetower_server.py │ │ │ ├── requirements-cpu.txt │ │ │ ├── requirements-gpu.txt │ │ │ ├── requirements.in │ │ │ └── utils.py │ ├── clip │ │ ├── deployment │ │ │ ├── docker_compose │ │ │ │ └── compose_intel_cpu.yaml │ │ │ └── kubernetes │ │ │ │ └── README.md │ │ └── src │ │ │ ├── Dockerfile │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── clip_embedding.py │ │ │ ├── clip_server.py │ │ │ ├── requirements-cpu.txt │ │ │ ├── requirements-gpu.txt │ │ │ └── requirements.in │ ├── elasticsearch │ │ ├── deployment │ │ │ └── docker_compose │ │ │ │ └── compose.yaml │ │ └── src │ │ │ ├── README.md │ │ │ └── __init__.py │ ├── funasr │ │ ├── deployment │ │ │ └── docker_compose │ │ │ │ └── compose.yaml │ │ └── src │ │ │ ├── Dockerfile │ │ │ ├── __init__.py │ │ │ ├── check_paraformer_server.py │ │ │ ├── funasr_paraformer_model.py │ │ │ ├── funasr_server.py │ │ │ ├── requirements-cpu.txt │ │ │ └── requirements.in │ ├── gpt-sovits │ │ ├── deployment │ │ │ ├── docker_compose │ │ │ │ └── compose.yaml │ │ │ └── kubernetes │ │ │ │ ├── README.md │ │ │ │ └── cpu-values.yaml │ │ └── src │ │ │ ├── Dockerfile │ │ │ ├── README.md │ │ │ └── start.sh │ ├── ipex │ │ ├── deployment │ │ │ └── docker_compose │ │ │ │ └── compose.yaml │ │ └── src │ │ │ ├── Dockerfile │ │ │ ├── README.md │ │ │ ├── entrypoint.sh │ │ │ ├── ipex_inference.py │ │ │ └── openai_protocol.py │ ├── llama-vision │ │ ├── deployment │ │ │ └── docker_compose │ │ │ │ └── compose.yaml │ │ └── src │ │ │ ├── Dockerfile │ │ │ ├── Dockerfile.guard │ │ │ ├── Dockerfile.tp │ │ │ ├── README.md │ │ │ ├── auto_tp.py │ │ │ ├── checkpoint_utils.py │ │ │ ├── docker_compose_llm.yaml │ │ │ ├── gaudi_spawn.py │ │ │ ├── lvm.py │ │ │ ├── lvm_guard.py │ │ │ ├── lvm_tp.py │ │ │ ├── lvm_tp_serve.py │ │ │ ├── prompt_format_utils.py │ │ │ ├── replace_module.py │ │ │ ├── requirements-cpu.txt │ │ │ ├── requirements.in │ │ │ ├── requirements_tp.txt │ │ │ ├── run_tp.sh │ │ │ ├── transformers_generation_utils.py │ │ │ └── update │ ├── llava │ │ ├── deployment │ │ │ └── docker_compose │ │ │ │ └── compose.yaml │ │ └── src │ │ │ ├── Dockerfile │ │ │ ├── Dockerfile.intel_hpu │ │ │ ├── README.md │ │ │ ├── check_llava_server.py │ │ │ ├── llava_server.py │ │ │ ├── requirements-cpu.txt │ │ │ ├── requirements-gpu.txt │ │ │ └── requirements.in │ ├── mariadb │ │ ├── deployment │ │ │ └── docker_compose │ │ │ │ └── compose.yaml │ │ └── src │ │ │ ├── README.md │ │ │ └── __init__.py │ ├── milvus │ │ ├── deployment │ │ │ └── docker_compose │ │ │ │ ├── compose.yaml │ │ │ │ └── milvus.yaml │ │ └── src │ │ │ ├── README.md │ │ │ └── __init__.py │ ├── mongodb │ │ └── deployment │ │ │ └── kubernetes │ │ │ ├── README.md │ │ │ └── cpu-values.yaml │ ├── nebula │ │ └── deployment │ │ │ └── docker_compose │ │ │ └── docker-compose.yaml │ ├── neo4j │ │ ├── deployment │ │ │ └── docker_compose │ │ │ │ └── compose.yaml │ │ └── src │ │ │ ├── README.md │ │ │ └── __init__.py │ ├── nginx │ │ ├── deployment │ │ │ ├── docker_compose │ │ │ │ ├── docker-compose.yaml │ │ │ │ └── start-nginx.sh │ │ │ └── kubernetes │ │ │ │ ├── README.md │ │ │ │ └── cpu-values.yaml │ │ └── src │ │ │ ├── Dockerfile │ │ │ ├── Dockerfile.openEuler │ │ │ └── nginx.conf.template │ ├── ollama │ │ ├── README.md │ │ └── deployment │ │ │ └── docker_compose │ │ │ └── compose.yaml │ ├── opengauss │ │ ├── deployment │ │ │ └── docker_compose │ │ │ │ └── compose.yaml │ │ └── src │ │ │ └── README.md │ ├── opensearch │ │ ├── deployment │ │ │ └── docker_compose │ │ │ │ └── compose.yaml │ │ └── src │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ └── opensearch_dashboards.yml │ ├── ovms │ │ └── deployment │ │ │ ├── docker_compose │ │ │ └── compose.yaml │ │ │ └── kubernetes │ │ │ └── README.md │ ├── pathway │ │ ├── deployment │ │ │ └── docker_compose │ │ │ │ └── compose.yaml │ │ └── src │ │ │ ├── Dockerfile │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── data │ │ │ └── nke-10k-2023.pdf │ │ │ ├── requirements-cpu.txt │ │ │ ├── requirements-gpu.txt │ │ │ ├── requirements.in │ │ │ └── vectorstore_pathway.py │ ├── pgvector │ │ ├── deployment │ │ │ └── docker_compose │ │ │ │ └── compose.yaml │ │ └── src │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ └── init.sql │ ├── predictionguard │ │ ├── deployment │ │ │ └── docker_compose │ │ │ │ └── compose.yaml │ │ └── src │ │ │ ├── Dockerfile │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── lvm.py │ │ │ ├── requirements.in │ │ │ └── requirements.txt │ ├── qdrant │ │ ├── deployment │ │ │ └── docker_compose │ │ │ │ └── compose.yaml │ │ └── src │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ └── init.sql │ ├── redis │ │ ├── deployment │ │ │ ├── docker_compose │ │ │ │ └── compose.yaml │ │ │ └── kubernetes │ │ │ │ ├── README.md │ │ │ │ └── cpu-values.yaml │ │ └── src │ │ │ ├── README.md │ │ │ └── __init__.py │ ├── sglang │ │ ├── deployment │ │ │ └── docker_compose │ │ │ │ └── compose.yaml │ │ └── src │ │ │ ├── Dockerfile │ │ │ ├── README.md │ │ │ └── __init__.py │ ├── speecht5 │ │ ├── deployment │ │ │ ├── docker_compose │ │ │ │ └── compose.yaml │ │ │ └── kubernetes │ │ │ │ ├── README.md │ │ │ │ ├── cpu-values.yaml │ │ │ │ └── gaudi-values.yaml │ │ └── src │ │ │ ├── Dockerfile │ │ │ ├── Dockerfile.intel_hpu │ │ │ ├── Dockerfile.openEuler │ │ │ ├── __init__.py │ │ │ ├── requirements-cpu.txt │ │ │ ├── requirements-gpu.txt │ │ │ ├── requirements.in │ │ │ ├── speecht5_model.py │ │ │ └── speecht5_server.py │ ├── tei │ │ └── deployment │ │ │ ├── docker_compose │ │ │ └── compose.yaml │ │ │ └── kubernetes │ │ │ ├── README.md │ │ │ ├── cpu-values.yaml │ │ │ └── gaudi-values.yaml │ ├── tgi │ │ ├── README.md │ │ └── deployment │ │ │ ├── docker_compose │ │ │ └── compose.yaml │ │ │ └── kubernetes │ │ │ ├── README.md │ │ │ ├── cpu-values.yaml │ │ │ └── gaudi-values.yaml │ ├── vdms │ │ ├── deployment │ │ │ └── docker_compose │ │ │ │ └── compose.yaml │ │ └── src │ │ │ ├── README.md │ │ │ └── __init__.py │ ├── video-llama │ │ ├── deployment │ │ │ └── docker_compose │ │ │ │ └── compose.yaml │ │ └── src │ │ │ ├── Dockerfile │ │ │ ├── README.md │ │ │ ├── data │ │ │ └── silence_girl.mp4 │ │ │ ├── docker_compose_vllama.yaml │ │ │ ├── extract_vl_embedding.py │ │ │ ├── requirements-cpu.txt │ │ │ ├── requirements-gpu.txt │ │ │ ├── requirements.in │ │ │ ├── server.py │ │ │ ├── start.sh │ │ │ ├── video-llama.patch │ │ │ └── video_llama_config │ │ │ └── video_llama_eval_only_vl.yaml │ ├── vllm │ │ ├── README.md │ │ ├── deployment │ │ │ ├── docker_compose │ │ │ │ ├── compose.yaml │ │ │ │ ├── launch_vllm_service.sh │ │ │ │ └── launch_vllm_service_openvino.sh │ │ │ └── kubernetes │ │ │ │ ├── README.md │ │ │ │ ├── cpu-values.yaml │ │ │ │ └── gaudi-values.yaml │ │ └── src │ │ │ ├── Dockerfile.amd_gpu │ │ │ ├── build_docker_vllm.sh │ │ │ └── build_docker_vllm_openvino.sh │ ├── wav2lip │ │ ├── deployment │ │ │ ├── docker_compose │ │ │ │ └── compose.yaml │ │ │ └── kubernetes │ │ │ │ └── README.md │ │ └── src │ │ │ ├── Dockerfile │ │ │ ├── Dockerfile.intel_hpu │ │ │ ├── __init__.py │ │ │ ├── check_wav2lip_server.py │ │ │ ├── download_ckpts.sh │ │ │ ├── entrypoint.sh │ │ │ ├── utils.py │ │ │ └── wav2lip_server.py │ └── whisper │ │ ├── deployment │ │ ├── docker_compose │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ ├── README.md │ │ │ ├── cpu-values.yaml │ │ │ └── gaudi-values.yaml │ │ └── src │ │ ├── Dockerfile │ │ ├── Dockerfile.intel_hpu │ │ ├── Dockerfile.openEuler │ │ ├── __init__.py │ │ ├── assets │ │ ├── ljspeech_30s_audio.wav │ │ └── ljspeech_60s_audio.wav │ │ ├── check_whisper_server.py │ │ ├── requirements-cpu.txt │ │ ├── requirements-gpu.txt │ │ ├── requirements.in │ │ ├── whisper_model.py │ │ └── whisper_server.py ├── tts │ ├── deployment │ │ ├── docker_compose │ │ │ └── compose.yaml │ │ └── kubernetes │ │ │ ├── README.md │ │ │ └── cpu-values.yaml │ └── src │ │ ├── Dockerfile │ │ ├── Dockerfile.openEuler │ │ ├── README.md │ │ ├── integrations │ │ ├── gptsovits.py │ │ └── speecht5.py │ │ ├── opea_tts_microservice.py │ │ ├── requirements.in │ │ └── requirements.txt ├── version.py └── web_retrievers │ ├── deployment │ ├── docker_compose │ │ └── compose.yaml │ └── kubernetes │ │ ├── README.md │ │ └── cpu-values.yaml │ └── src │ ├── Dockerfile │ ├── README.md │ ├── __init__.py │ ├── integrations │ └── google_search.py │ ├── opea_web_retrievers_microservice.py │ ├── requirements-cpu.txt │ ├── requirements-gpu.txt │ └── requirements.in ├── freeze_dependency.sh ├── pyproject.toml ├── requirements.in ├── requirements.txt ├── setup.py ├── tests ├── agent │ ├── build_vllm_gaudi.sh │ ├── launch_vllm_gaudi.sh │ ├── mcp_tool.py │ ├── planexec_openai.yaml │ ├── planexec_vllm.yaml │ ├── ragagent.yaml │ ├── ragagent_mcp.yaml │ ├── ragagent_openai.yaml │ ├── react_langchain.yaml │ ├── react_langgraph_openai.yaml │ ├── react_vllm.yaml │ ├── reactllama.yaml │ ├── sql_agent_llama.yaml │ ├── sql_agent_openai.yaml │ ├── sql_agent_test │ │ ├── generate_hints_file.py │ │ ├── run_data_split.sh │ │ ├── split_data.py │ │ ├── sql_agent_tools.py │ │ ├── sql_agent_tools.yaml │ │ ├── test_sql_agent.sh │ │ └── test_tag_bench.py │ ├── test.py │ └── test_agent_langchain_on_intel_hpu.sh ├── animation │ ├── test_animation_wav2lip.sh │ └── test_animation_wav2lip_on_intel_hpu.sh ├── arb_post_hearing_assistant │ └── test_abr_post_hearing_assistant_tgi.sh ├── asr │ ├── test_asr_funasr_paraformer.sh │ ├── test_asr_whisper.sh │ ├── test_asr_whisper_mcp.sh │ ├── test_asr_whisper_on_intel_hpu.sh │ └── validate_svc_with_mcp.py ├── chathistory │ ├── test_chathistory_arango.sh │ ├── test_chathistory_mcp.sh │ ├── test_chathistory_mongo.sh │ ├── test_chathistory_redis.sh │ └── validate_mcp.py ├── cores │ ├── common │ │ └── test_component.py │ ├── mega │ │ ├── ChatQnA_E2E_manifests_base.yaml │ │ ├── mega.yaml │ │ ├── megaservice.yaml │ │ ├── megaservice_hybrid.yaml │ │ ├── test_aio.py │ │ ├── test_base_statistics.py │ │ ├── test_dag.py │ │ ├── test_dynamic_batching.py │ │ ├── test_export_docker_compose.py │ │ ├── test_handle_message.py │ │ ├── test_hybrid_service_orchestrator.py │ │ ├── test_hybrid_service_orchestrator_with_yaml.py │ │ ├── test_manifests_exporter.py │ │ ├── test_mcp.py │ │ ├── test_mcp_client.py │ │ ├── test_microservice.py │ │ ├── test_runtime_graph.py │ │ ├── test_service_orchestrator.py │ │ ├── test_service_orchestrator_protocol.py │ │ ├── test_service_orchestrator_streaming.py │ │ ├── test_service_orchestrator_with_retriever_rerank_fake.py │ │ └── test_service_orchestrator_with_yaml.py │ ├── storages │ │ ├── test_arangodb.py │ │ ├── test_mongodb.py │ │ └── test_redisdb.py │ └── telemetry │ │ └── test_telemetry.py ├── dataprep │ ├── dataprep_utils.sh │ ├── ingest_dataprep.doc │ ├── ingest_dataprep.docx │ ├── ingest_dataprep.pdf │ ├── ingest_dataprep.ppt │ ├── ingest_dataprep.pptx │ ├── ingest_dataprep.txt │ ├── ingest_dataprep.xlsx │ ├── ingest_dataprep_text.pdf │ ├── test_dataprep_arango.sh │ ├── test_dataprep_elasticsearch.sh │ ├── test_dataprep_mariadb.sh │ ├── test_dataprep_milvus.sh │ ├── test_dataprep_milvus_multimodal.sh │ ├── test_dataprep_neo4j_on_intel_hpu.sh │ ├── test_dataprep_opengauss.sh │ ├── test_dataprep_opensearch.sh │ ├── test_dataprep_pgvector.sh │ ├── test_dataprep_pinecone.sh │ ├── test_dataprep_qdrant.sh │ ├── test_dataprep_redis.sh │ ├── test_dataprep_redis_finance_on_intel_hpu.sh │ ├── test_dataprep_redis_multimodal.sh │ ├── test_dataprep_vdms.sh │ ├── test_dataprep_vdms_multimodal.sh │ └── test_redis_finance.py ├── embeddings │ ├── test_embeddings_clip.sh │ ├── test_embeddings_multimodal_bridgetower.sh │ ├── test_embeddings_multimodal_bridgetower_on_intel_hpu.sh │ ├── test_embeddings_ovms.sh │ ├── test_embeddings_predictionguard.sh │ └── test_embeddings_tei.sh ├── feedback_management │ ├── test_feedback_management_arango.sh │ ├── test_feedback_management_mcp.sh │ ├── test_feedback_management_mongo.sh │ ├── test_feedback_management_redis.sh │ └── validate_svc_with_mcp.py ├── finetuning │ ├── json_data.json │ ├── test_finetuning_native.sh │ ├── test_finetuning_native_on_intel_hpu.sh │ └── test_finetuning_xtune_on_intel_arc.sh ├── guardrails │ ├── test_guardrails_bias_detection_distilbias.sh │ ├── test_guardrails_factuality_alignment_predictionguard.sh │ ├── test_guardrails_guardrails_llamaguard_on_intel_hpu.sh │ ├── test_guardrails_guardrails_wildguard_on_intel_hpu.sh │ ├── test_guardrails_hallucination_detection_on_intel_hpu.sh │ ├── test_guardrails_pii_detection_predictionguard.sh │ ├── test_guardrails_prompt_injection_predictionguard.sh │ ├── test_guardrails_prompt_injection_promptguard.sh │ ├── test_guardrails_toxicity_detection_predictionguard.sh │ └── test_guardrails_toxicity_detection_toxicdetection.sh ├── image2image │ ├── test_image2image.sh │ └── test_image2image_on_intel_hpu.sh ├── image2video │ ├── test_image2video_native.sh │ └── test_image2video_native_on_intel_hpu.sh ├── language_detection │ └── test_language_detection.sh ├── llms │ ├── llm_utils.sh │ ├── test_llms_doc-summarization_tgi.sh │ ├── test_llms_doc-summarization_tgi_on_intel_hpu.sh │ ├── test_llms_doc-summarization_vllm.sh │ ├── test_llms_doc-summarization_vllm_on_intel_hpu.sh │ ├── test_llms_faq-generation_tgi.sh │ ├── test_llms_faq-generation_tgi_on_intel_hpu.sh │ ├── test_llms_faq-generation_vllm.sh │ ├── test_llms_faq-generation_vllm_on_intel_hpu.sh │ ├── test_llms_text-generation_bedrock.sh │ ├── test_llms_text-generation_native_on_intel_hpu.sh │ ├── test_llms_text-generation_native_phi4_multimodal_on_intel_hpu.sh │ ├── test_llms_text-generation_native_phi4_on_intel_hpu.sh │ ├── test_llms_text-generation_predictionguard.sh │ ├── test_llms_text-generation_service_ollama.sh │ ├── test_llms_text-generation_service_ovms.sh │ ├── test_llms_text-generation_service_tgi.sh │ ├── test_llms_text-generation_service_tgi_on_intel_hpu.sh │ ├── test_llms_text-generation_service_vllm_ipex_on_intel_arc.sh │ ├── test_llms_text-generation_service_vllm_on_intel_hpu.sh │ └── test_llms_textgen_endpoint_openai.sh ├── lvms │ ├── test_lvms_llama_vision_on_intel_hpu.sh │ ├── test_lvms_llava.sh │ ├── test_lvms_llava_mcp.sh │ ├── test_lvms_predictionguard.sh │ ├── test_lvms_tgi_llava_on_intel_hpu.sh │ ├── test_lvms_video_llama.sh │ ├── test_lvms_vllm.sh │ ├── test_lvms_vllm_ipex_on_intel_arc.sh │ ├── test_lvms_vllm_on_intel_hpu.sh │ └── validate_svc_with_mcp.py ├── prompt_registry │ ├── test_prompt_registry_arango.sh │ ├── test_prompt_registry_mcp.sh │ ├── test_prompt_registry_mongo.sh │ ├── test_prompt_registry_redis.sh │ └── validate_mcp.py ├── prompt_template │ └── test_prompt_template.sh ├── rerankings │ ├── test_reranking_ovms.sh │ ├── test_rerankings_tei.sh │ ├── test_rerankings_tei_on_intel_hpu.sh │ └── test_rerankings_videoqna.sh ├── retrievers │ ├── test_retrievers_arango.sh │ ├── test_retrievers_elasticsearch.sh │ ├── test_retrievers_mariadb.sh │ ├── test_retrievers_milvus.sh │ ├── test_retrievers_neo4j_on_intel_hpu.sh │ ├── test_retrievers_opengauss.sh │ ├── test_retrievers_opensearch.sh │ ├── test_retrievers_pathway.sh │ ├── test_retrievers_pgvector.sh │ ├── test_retrievers_pinecone.sh │ ├── test_retrievers_qdrant.sh │ ├── test_retrievers_redis.sh │ └── test_retrievers_vdms.sh ├── router │ └── test_router_routellm_on_xeon.sh ├── struct2graph │ ├── data │ │ ├── test1.csv │ │ └── test1.json │ ├── example_from_file.py │ └── test_struct2graph_opea.sh ├── text2cypher │ └── test_text2cypher_on_intel_hpu.sh ├── text2graph │ ├── example_from_file.py │ └── test_text2graph_opea.sh ├── text2image │ ├── test_text2image_native.sh │ └── test_text2image_native_on_intel_hpu.sh ├── text2kg │ ├── test_text2kg.sh │ └── test_text2kg_on_intel_hpu.sh ├── text2query │ ├── test_text2query_text2cypher_on_intel_hpu.sh │ ├── test_text2query_text2sql.sh │ └── test_text2query_text2sql_on_intel_hpu.sh ├── text2sql │ ├── test_text2sql.sh │ └── test_text2sql_on_intel_hpu.sh ├── third_parties │ ├── test_third_parties_ipex.sh │ ├── test_third_parties_milvus.sh │ ├── test_third_parties_nebula_docker.sh │ ├── test_third_parties_nginx.sh │ ├── test_third_parties_pathway.sh │ ├── test_third_parties_sglang.sh │ 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