BUAADreamer/EasyRAG
Easy-to-Use RAG Framework; CCF AIOps International Challenge 2024 Top3 Solution; CCF AIOps 国际挑战赛 2024 季军方案
Implements a dual-route sparse retrieval pipeline combining BM25 with BGE reranking and LLM-based answer generation, requiring no model fine-tuning and minimal VRAM for deployment. Provides modular components including custom chunk splitters, hierarchical document processing, metadata extraction, and plug-and-play inference acceleration schemes across retrieval and generation stages. Includes FastAPI and Streamlit interfaces for integration into network operations workflows.
622 stars. No commits in the last 6 months.
Stars
622
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75
Language
Python
License
MIT
Category
Last pushed
Nov 17, 2024
Commits (30d)
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