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Best RAG & Search AI Tools

40 rag & search tools, ranked by Stork's defensibility score — a human-reviewed verdict on which ones hold up as agents commoditize the rest.

  1. 1Tavily45
  2. 2Mem0 Memory Layer36
  3. 3LlamaIndex Enterprise Hub35
  4. 4Pinecone Vector DB34
  5. 5Pinecone Serverless29
  6. 6Pinecone Rerank29
  7. 7Elastic Learned Sparse Retriever (ELSR)26
  8. 8Unstructured Pipeline Cloud23
  9. 9Azure AI Search22
  10. 10Weaviate Query Planner22
  11. 11Weaviate Cloud22
  12. 12Elastic AI Assistant20
  13. 13Pinecone Hybrid Search20
  14. 14Vespa Approximate Nearest Neighbor20
  15. 15Zep Memory Store20
  16. 16Chroma Cloud18
  17. 17LangChain Semantic Cache18
  18. 18Cohere Rerank18
  19. 19Supadata18
  20. 20Qdrant Cloud17
  21. 21Airbyte BigQuery Connector17
  22. 22Coveo Relevance Generative Answering15
  23. 23Sinequa Intelligent Search15
  24. 24Zilliz Cloud15
  25. 25Actian VectorAI DB15
  26. 26Nomic Atlas Index14
  27. 27Cohere Rerank14
  28. 28Weaviate Hybrid Retrieval14
  29. 29Weaviate Cloud14
  30. 30Nomic Atlas Rerank14
  31. 31LangChain Document Loaders14
  32. 32turbopuffer9
  33. 33Lucidworks GenAI8
  34. 34Neon Retriever8
  35. 35MosaicML Retrieval8
  36. 36Ultramemory8
  37. 37Haystack Agents7
  38. 38Jina AI Reranker7
  39. 39LlamaIndex Context Cache7
  40. 40OpenPipe Semantic Cache7

Ranked by the Stork score — human-reviewed, recomputed as model capabilities ship.

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