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OpenSPG/KAG

View on GitHub ↗ ★ 9,164 Python

KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model.

4 mentions on Hacker News by 4 people: 2 stories, 2 comments · first 2024-10-28 · latest 2024-12-30

Mentions per year 4 mentions · busiest year 2024 (4)
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  1. …The actual entity and fact extraction that actually turns this into a knowledge graph is this one: https://github.com/OpenSPG/KAG/blob/master/kag/builder/promp... GraphRAG and a lot of the semantic indexes are simply vector database with…
    comment by TrueDuality · 2024-12-30 · in KAG – Knowledge Graph RAG Framework
  2. Fellow legal tech founder here. The first thing I look at in projects like this are the prompts: https://github.com/OpenSPG/KAG/blob/master/kag/builder/promp... All you’re doing here is “front loading” AI: Imstead of running slow and…
    comment by leobg · 2024-12-30 · in KAG – Knowledge Graph RAG Framework