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jules-gd-dev/autograft-lib

AutoGraft is a lightweight Python middleware for GraphRAG Entity Resolution. It intercepts entities before they hit Neo4j to eliminate duplicates using a 3-layer hybrid approach (Deterministic + Vector + LLM), reducing API costs by up to 100% compared to LangChain.

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Python

1 contributors

MIT License

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I open-sourced a 3-layer ER middleware to stop LangChain from polluting Neo4j with duplicate nodes.

r/semanticweb

I created a tool that allows you to remove duplicate nodes on a graphrag while consuming 0 tokens (almost zero).

r/agenticAI

I created a tool that allows you to remove duplicate nodes on a graphrag while consuming 0 tokens (almost zero).

r/coolgithubprojects

I created a tool that allows you to remove duplicate nodes on a graphrag while consuming 0 tokens (almost zero).

r/learnmachinelearning

I open-sourced a 3-layer ER middleware to stop LangChain from polluting Neo4j with duplicate nodes.

r/Neo4j

I open-sourced a 3-layer ER middleware to stop LangChain from polluting Neo4j with duplicate nodes.

r/Rag

I open-sourced a 3-layer ER middleware to stop LangChain from polluting Neo4j with duplicate nodes.

r/LangChain

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