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◇ RAG & Knowledge

Explore rag & knowledge tools with transparent adoption, freshness, maturity, and install evidence. Downloads and stars are ranked separately because they measure different things.

26 VERIFIED ENTRIES4 subcategories
Vector DatabasesRAG FrameworksEmbeddingsDocument Parsing

Registry adoption, npm or PyPI

RAG & Knowledge - ranked by monthly package downloads

13 tracked
  1. #1LlamaParserun-llamaTrust pending91.0Mmonthly downloads
  2. #2Sentence TransformersUKPLabTrust pending29.5Mmonthly downloads
  3. #3FAISSfacebookresearchTrust pending16.0Mmonthly downloads
  4. #4Chromachroma-coreTrust pending12.8Mmonthly downloads
  5. #5FastEmbedqdrantTrust pending8.4Mmonthly downloads
  6. #6DoclingDS4SDTrust pending5.5Mmonthly downloads
  7. #7UnstructuredUnstructured-IOTrust pending5.3Mmonthly downloads
  8. #8Haystackdeepset-aiTrust pending1.0Mmonthly downloads
  9. #9MarkerVikParuchuriTrust pending533Kmonthly downloads
  10. #10CogneetopoteretesTrust pending177Kmonthly downloads
  11. #11LLMWarellmware-aiTrust pending2.4Kmonthly downloads
  12. #12RAGFlowinfiniflowTrust pending363monthly downloads
  13. #13AutoRAGMarker-Inc-KoreaTrust pending300monthly downloads

Community interest, no registry download data

RAG & Knowledge - ranked by github stars

13 tracked
  1. #1Mem0mem0aiTrust pending62KGitHub stars
  2. #2Milvusmilvus-ioTrust pending45KGitHub stars
  3. #3GraphRAGmicrosoftTrust pending35KGitHub stars
  4. #4QdrantqdrantTrust pending34KGitHub stars
  5. #5OpenAI Python SDKopenaiTrust pending31KGitHub stars
  6. #6pgvectorpgvectorTrust pending22KGitHub stars
  7. #7WeaviateweaviateTrust pending17KGitHub stars
  8. #8txtaineumlTrust pending13KGitHub stars
  9. #9FlagEmbeddingFlagOpenTrust pending12KGitHub stars
  10. #10LanceDBlancedbTrust pending11KGitHub stars
  11. #11Text Embeddings InferencehuggingfaceTrust pending5.0KGitHub stars
  12. #12Google Gen AI SDKgoogleapisTrust pending3.9KGitHub stars
  13. #13Cohere Python SDKcohere-aiTrust pending396GitHub stars