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cookbook/07_knowledge/09_archive/README.md

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Knowledge cookbooks preserved for reference and quick testing.

Quick Reference

FolderWhat's InsideFiles
readersPer-format readers, loading from path/URL/topic/YouTube, batching30
chunkingEvery chunking strategy: fixed, recursive, semantic, document, code, CSV, markdown12
embeddersPer-provider embedders: OpenAI, Cohere, Gemini, Mistral, Ollama, HuggingFace, etc.18
vector_dbsPer-database examples: PgVector, Qdrant, Chroma, Lance, Milvus, Pinecone, Redis, etc.28
filtersFiltering, agentic filtering, per-DB filters, include/exclude, knowledge instructions18
search_typeVector, keyword, and hybrid search3
cloudS3, GCS, Azure Blob, SharePoint, GitHub, AgentOS cloud6
custom_retrieverCustom retrieval functions, async, team retriever, KnowledgeTools5
lifecycleRemove content, remove vectors, skip-if-exists, contents DB tracking4
protocolKnowledgeProtocol: file system implementation1
osAgentOS with multiple knowledge instances1