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awesome-rag

A repository of awesome open source projects to set up your own AI powered knowledge base
https://github.com/jasonwcfan/awesome-rag

Last synced: 5 days ago
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  • Storage

    • Vector Databases

      • Chroma - native open-source embedding database. ![GitHub Repo stars](https://img.shields.io/github/stars/chroma-core/chroma?style=social)
      • Qdrant
      • Weaviate - tolerance and scalability of a cloud-native database, all accessible through GraphQL, REST, and various language clients. ![GitHub Repo stars](https://img.shields.io/github/stars/weaviate/weaviate?style=social)
    • Document Databases

    • Relational Databases

      • PostgreSQL - we don't work with pull requests on github. To contribute, please see https://wiki.postgresql.org/wiki/Submitting_a_Patch ![GitHub Repo stars](https://img.shields.io/github/stars/postgres/postgres?style=social)
      • Supabase
    • Graph Databases

  • LLMs

    • Graph Databases

      • LlamaIndex - source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue ![GitHub Repo stars](https://img.shields.io/github/stars/nomic-ai/gpt4all?style=social)
      • Llama 2
  • Deployment

  • Data Connectors

  • Retrieval