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Educational_RAG_System
Python

Educational_RAG_System

End-to-end educational RAG system: dual-engine retrieval (BM25 + BGE-M3 hybrid vector search), adaptive query strategies (HyDE/sub-query/backtracking), BERT intent classification, BGE-Reranker precision ranking, Chinese-optimized text splitting, and FastAPI SS

by Happy-Chen-CH · GitHub
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aillmmilvusPython
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Ask questions and get answers from an intelligent system designed for educational topics, using various document formats.

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2026-07-202026-08-31
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End-to-end educational RAG system: dual-engine retrieval (BM25 + BGE-M3 hybrid vector search), adaptive query strategies (HyDE/sub-query/backtracking), BERT intent classification, BGE-Reranker precision ranking, Chinese-optimized text splitting, and FastAPI SS

Educational_RAG_System has 125 stars on GitHub. It has been forked 5 times. Educational_RAG_System is written mainly in Python. It has been in active development since 2026. Its main topics are ai, llm, milvus, mysql.

Frequently asked questions

What is Educational_RAG_System?

End-to-end educational RAG system: dual-engine retrieval (BM25 + BGE-M3 hybrid vector search), adaptive query strategies (HyDE/sub-query/backtracking), BERT intent classification, BGE-Reranker precision ranking, Chinese-optimized text splitting, and FastAPI SS

Is Educational_RAG_System open source?

Educational_RAG_System is an open-source project.

Is Educational_RAG_System free?

Yes. Educational_RAG_System is free and open source — you can use, modify and self-host it.

What language is Educational_RAG_System written in?

Educational_RAG_System is written mainly in Python.

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