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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: 1 day ago
JSON representation

  • 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

  • Retrieval

  • 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
      • Llama 2

  • Deployment

  • Data Connectors

Programming Languages
C++ 2 Rust 2 Python 1 Java 1 TypeScript 1 C 1 Go 1
Categories
Storage 7 LLMs 3 Deployment 2 Data Connectors 1 Retrieval 1
Sub Categories
Graph Databases 6 Vector Databases 3 Relational Databases 2 Document Databases 1 Articles 1
Keywords
vector-database 3 embeddings 2 similarity-search 2 approximate-nearest-neighbor-search 2 vectors 2 vector-search 2 hnsw 2 image-search 2 search-engine 2 database 2 vector-search-engine 2 mlops 2 nearest-neighbor-search 2 nosql 2 neural-search 2 recommender-system 2 generative-search 1 grpc 1 hybrid-search 1 information-retrieval 1 semantic-search 1 search-engines 1 search 1 neural-network 1 matching 1 machine-learning 1 knn-algorithm 1 embeddings-similarity 1 llms 1 llm-inference 1 rag 1 llm 1 llamaindex 1 framework 1 fine-tuning 1 data 1 application 1 agents 1 neo4j 1 graphdb 1 graph-database 1 graph 1 cypher 1 websockets 1 supabase 1 realtime 1 postgrest 1 postgresql 1 postgres 1 graphql 1