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Open SourceRAGKnowledge Graph

Open Source Project of the Day (#147): HyperGraphRAG — N-ary Relations via Hyperedges, the Third-Generation RAG Paradigm

Official NeurIPS 2025 implementation of the first hypergraph-based RAG system. Replaces knowledge graph binary edges with hyperedges that natively represent multi-entity (N-ary) relationships. Outperforms GraphRAG and LightRAG across medicine, agriculture, computer science, and law. MIT license.

·7 min read
Open SourceCode2VideoVideo Generation

Open Source Project of the Day (Part 16): Code2Video - Intelligent Framework for Generating High-Quality Educational Videos with Code

A deep dive into Code2Video, an open-source multi-agent framework with 1.5k+ Stars — using executable Manim code to generate high-quality educational videos, accepted by NeurIPS 2025, with the MMMC benchmark and a comprehensive evaluation system

·20 min read