Open Source RAG Pipeline Tools
Ground LLM answers in your own documents with retrieval-augmented generation. Discover open source tools for building RAG pipelines: ingestion, chunking, embeddings, and retrieval.
Open Source Projects tagged "RAG Pipeline Tools"
Qdrant
35,1172,759
High-performance vector database and search engine for AI applications
10/17/20262759 contributors
Dify
155,03724,487
Dify is an open-source platform for building LLM applications and agentic workflows, deployable on your own infrastructure. It combines a visual workflow builder, a prompt IDE, retrieval-augmented generation over your documents, agent tools, and observability, so teams go from prototype to production without stitching libraries together. It works with dozens of model providers, both hosted and local.
9/8/202624487 contributors