Path Lines of Code CONTRIBUTING.md 95 README.md 70 docker/README.md 34 example-apps/README.md 10 example-apps/chatbot-rag-app/README.md 195 example-apps/chatbot-rag-app/api/templates/condense_question_prompt.txt 7 example-apps/chatbot-rag-app/api/templates/rag_prompt.txt 23 example-apps/chatbot-rag-app/frontend/package.json 69 example-apps/chatbot-rag-app/frontend/public/manifest.json 25 example-apps/chatbot-rag-app/frontend/public/robots.txt 3 example-apps/chatbot-rag-app/frontend/src/images/arrow_icon.svg 3 example-apps/chatbot-rag-app/frontend/src/images/chat_icon.svg 3 example-apps/chatbot-rag-app/frontend/src/images/chevron_down_icon.svg 3 example-apps/chatbot-rag-app/frontend/src/images/light_bulb_icon.svg 3 example-apps/chatbot-rag-app/frontend/src/images/neutral.svg 10 example-apps/chatbot-rag-app/frontend/src/images/refresh_icon.svg 3 example-apps/chatbot-rag-app/frontend/src/images/search_icon.svg 3 example-apps/chatbot-rag-app/frontend/src/images/smile.svg 10 example-apps/chatbot-rag-app/frontend/src/images/stop_icon.svg 4 example-apps/chatbot-rag-app/frontend/src/images/user.svg 4 example-apps/chatbot-rag-app/frontend/tsconfig.json 24 example-apps/chatbot-rag-app/requirements.txt 539 example-apps/elasticsearch-mcp-server/README.md 2 example-apps/internal-knowledge-search/README.md 134 example-apps/internal-knowledge-search/app-ui/package.json 56 example-apps/internal-knowledge-search/app-ui/public/manifest.json 25 example-apps/internal-knowledge-search/app-ui/public/robots.txt 3 example-apps/internal-knowledge-search/app-ui/src/config/dataSourceToLogoPathLookup.json 6 example-apps/internal-knowledge-search/app-ui/src/config/documentsToSearchResultMappings.json 23 example-apps/internal-knowledge-search/app-ui/tsconfig.json 24 example-apps/internal-knowledge-search/requirements.txt 51 example-apps/openai-embeddings/README.md 100 example-apps/openai-embeddings/package.json 27 example-apps/relevance-workbench/README.md 118 example-apps/relevance-workbench/app-api/requirements.txt 6 example-apps/relevance-workbench/app-ui/jsconfig.json 8 example-apps/relevance-workbench/app-ui/package-lock.json 6644 example-apps/relevance-workbench/app-ui/package.json 30 example-apps/relevance-workbench/app-ui/public/vercel.svg 1 example-apps/relevance-workbench/data/requirements.txt 3 example-apps/search-tutorial/README.md 2 example-apps/search-tutorial/start/search-tutorial/README.md 2 example-apps/search-tutorial/start/search-tutorial/requirements.txt 39 example-apps/search-tutorial/v1/search-tutorial/README.md 2 example-apps/search-tutorial/v1/search-tutorial/requirements.txt 47 example-apps/search-tutorial/v2/search-tutorial/README.md 5 example-apps/search-tutorial/v2/search-tutorial/requirements.txt 143 example-apps/search-tutorial/v3/search-tutorial/README.md 2 example-apps/search-tutorial/v3/search-tutorial/requirements.txt 143 example-apps/workplace-search/README.md 1 example-apps/workplace-search/requirements.txt 59 k8s/README.md 49 notebooks/README.md 15 notebooks/generative-ai/README.md 24 notebooks/integrations/README.md 7 notebooks/integrations/aryn/README.md 2 notebooks/integrations/hugging-face/README.md 10 notebooks/integrations/hugging-face/blogs.json 32 notebooks/integrations/llama-index/README.md 12 notebooks/integrations/llama3/README.md 6 notebooks/integrations/openai/README.md 13 notebooks/search/README.md 84 notebooks/search/articles-wikipedia.json 46 notebooks/search/articles.json 44 notebooks/search/data.json 87 notebooks/search/movies.json 98 notebooks/search/query-rules-data.json 46 notebooks/search/sample_data/learning-to-rank/NOTICE.txt 2 notebooks/search/sample_data/learning-to-rank/movies-index-settings.json 47 requirements-dev.txt 10 supporting-blog-content/Cloud-Vertex-AI/search-templates/generic_kNN_search.json 39 supporting-blog-content/Cloud-Vertex-AI/search-templates/semantic_kNN_search_with_custom_dense_vector_model.json 42 supporting-blog-content/Cloud-Vertex-AI/search-templates/semantic_search_with_ELSER_sparse_vector_model.json 38 supporting-blog-content/ElasticDocs_GPT/README.md 24 supporting-blog-content/ElasticDocs_GPT/requirements.txt 3 supporting-blog-content/ElasticGPT_Plugin/LICENSE.txt 169 supporting-blog-content/ElasticGPT_Plugin/README.md 12 supporting-blog-content/README.md 8 supporting-blog-content/add-ai-generated-summaries/app-search-reference-ui-react-master/LICENSE.txt 169 supporting-blog-content/add-ai-generated-summaries/app-search-reference-ui-react-master/NOTICE.txt 2 supporting-blog-content/add-ai-generated-summaries/app-search-reference-ui-react-master/README.md 104 supporting-blog-content/add-ai-generated-summaries/app-search-reference-ui-react-master/package.json 44 supporting-blog-content/add-ai-generated-summaries/app-search-reference-ui-react-master/public/manifest.json 15 supporting-blog-content/add-ai-generated-summaries/es-proxy/package.json 17 supporting-blog-content/automatically-updating-your-index-nodejs-azure/function.json 10 supporting-blog-content/automatically-updating-your-index-nodejs-azure/package.json 23 supporting-blog-content/building-a-recipe-search-with-elasticsearch/README.md 45 supporting-blog-content/building-a-recipe-search-with-elasticsearch/requirements.txt 4 supporting-blog-content/building-advanced-visualizations-kibana-vega/README.md 11 supporting-blog-content/building-multimodal-rag-with-elasticsearch-gotham/README.md 50 supporting-blog-content/building-multimodal-rag-with-elasticsearch-gotham/data/texts/note2.txt 6 supporting-blog-content/building-multimodal-rag-with-elasticsearch-gotham/data/texts/police_report.txt 13 supporting-blog-content/building-multimodal-rag-with-elasticsearch-gotham/data/texts/riddle.txt 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supporting-blog-content/esre-with-blazor/elastic-blazor/appsettings.Development.json 8 supporting-blog-content/esre-with-blazor/elastic-blazor/appsettings.json 9 supporting-blog-content/fetch-surrounding-chunks/README.md 5 supporting-blog-content/geospatial-data-ingest/README.md 13 supporting-blog-content/geospatial-data-ingest/airports/README.md 63 supporting-blog-content/geospatial-data-ingest/airports/odbl-10.txt 417 supporting-blog-content/geospatial-data-ingest/drone/README.md 5 supporting-blog-content/github-assistant/README.md 18 supporting-blog-content/github-assistant/evaluation-result.txt 80 supporting-blog-content/github-assistant/requirements.txt 11 supporting-blog-content/homecraft-vertex/README.md 126 supporting-blog-content/homecraft-vertex/requirements.txt 3 supporting-blog-content/how-and-why-bbq/Outputs/01-create-an-inference-endpoint-output.json 18 supporting-blog-content/how-and-why-bbq/Outputs/02-embed-text-output.json 392 supporting-blog-content/how-and-why-bbq/Outputs/03-create-byte-qauntized-index-output.json 5 supporting-blog-content/how-and-why-bbq/Outputs/04-create-and-simulate-ingest-pipeline-output.json 407 supporting-blog-content/how-and-why-bbq/Outputs/05-bbq-index-output.json 61 supporting-blog-content/how-and-why-bbq/Outputs/06-bbq-search-8-18-output.json 35 supporting-blog-content/how-and-why-bbq/Outputs/07-raw-vector-output.json 49 supporting-blog-content/how-and-why-bbq/Queries/01-create-an-inference-endpoint.json 12 supporting-blog-content/how-and-why-bbq/Queries/02-embed-text.json 4 supporting-blog-content/how-and-why-bbq/Queries/03-create-byte-qauntized-index.json 17 supporting-blog-content/how-and-why-bbq/Queries/04-create-and-simulate-ingest-pipeline.json 26 supporting-blog-content/how-and-why-bbq/Queries/05-bbq-index.json 33 supporting-blog-content/how-and-why-bbq/Queries/06-bbq-search-8-18.json 28 supporting-blog-content/how-and-why-bbq/Queries/07-raw-vector-index.json 50 supporting-blog-content/how-and-why-bbq/README.md 14 supporting-blog-content/hybrid-search-for-an-e-commerce-product-catalogue/README.md 18 supporting-blog-content/hybrid-search-for-an-e-commerce-product-catalogue/app-product-store/README.md 30 supporting-blog-content/hybrid-search-for-an-e-commerce-product-catalogue/app-product-store/package.json 40 supporting-blog-content/hybrid-search-for-an-e-commerce-product-catalogue/app-product-store/public/manifest.json 25 supporting-blog-content/hybrid-search-for-an-e-commerce-product-catalogue/app-product-store/public/robots.txt 3 supporting-blog-content/hybrid-search-for-an-e-commerce-product-catalogue/product-store-search/README.md 66 supporting-blog-content/hybrid-search-for-an-e-commerce-product-catalogue/product-store-search/requirements.txt 8 supporting-blog-content/langraph-retrieval-agent-template-demo/README.md 86 supporting-blog-content/langraph-retrieval-agent-template-demo/langgraph.json 8 supporting-blog-content/music-search/README.md 2 supporting-blog-content/ollama-and-go-for-rag/go.mod 12 supporting-blog-content/onelake-connector-part-ii/requirements/framework.txt 48 supporting-blog-content/self-querying-retrieval/README.md 36 supporting-blog-content/self-querying-retrieval/requirements.txt 10 supporting-blog-content/spotify-to-elasticsearch/requirements.txt 4 supporting-blog-content/spotify-to-elasticsearch/to_read/example.json 27 supporting-blog-content/spotify-wrapped-dashboard/data/sample_data.json 452 supporting-blog-content/spotify-wrapped-dashboard/requirements.txt 4 supporting-blog-content/unifying-elastic-vector-database-and-llms-for-intelligent-query/README.md 29 supporting-blog-content/using-openelm-models/OpenELM/README.md 165