edgequake
A high-performance GraphRAG framework in Rust that transforms documents into knowledge graphs for superior retrieval and generation.
What is edgequake?
EdgeQuake is a high-performance GraphRAG framework written in Rust that transforms documents into intelligent knowledge graphs. It solves the problem of traditional RAG systems losing structural relationships by implementing the LightRAG algorithm, which extracts entities and relationships to enable multi-hop reasoning and thematic queries.
Developers and organizations building advanced document retrieval systems, AI agents, or knowledge management applications that require deep reasoning beyond simple semantic search.
Developers choose EdgeQuake for its combination of Rust's performance with graph-enhanced retrieval, offering superior query capabilities, production-ready features, and the ability to handle complex document types like scanned PDFs through vision LLMs.
Overview
EdegQuake 🌋 High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intelligent knowledge graphs for superior retrieval and generation
Use Cases
Best For
- Building multi-hop reasoning systems that answer complex relationship questions
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