vector-graph

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pky1987 / RAG

RAG is a lightweight, fast Retrieval-Augmented Generation (RAG) toolkit and API with a bundled web UI. It provides components to ingest documents, build vector indices and knowledge graphs, and query them using an LLM-backed pipeline.

python rag vector-search llm vector-graph

Updated Dec 22, 2025
Python

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vector-graph

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pky1987 / RAG

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