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 SSE streaming — from documents to real-time answers.

Happy-Chen-CH/Educational_RAG_System

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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 SSE streaming — from documents to real-time answers.

Educational_RAG_System grew -73.2% in the last 30 days, ranks 1521st of 1,535 in Memory & Knowledge (RAG), last commit 124 days ago.

Star trajectory

79 days tracked
2026-08-0734 stars today2026-10-25
Momentum

-73.2% in 30d, below the Memory & Knowledge (RAG) median of +0.9%.

Maintenance

Last commit 124 days ago, staler than the median of 16d.

How it compares in Memory & Knowledge (RAG)

Educational_RAG_System
34
stars
-73.2% 30d
commit 124 days ago
Memory & Knowledge (RAG) median
382
stars
+0.9% 30d
commit ~16d ago
Leader · markitdown
192k
stars
+2.7% 30d
commit yesterday

Ranked 1521st of 1,535 by stars.

Language
Python
License
-
Contributors
1
Forks
3
Watchers
1
Open issues
0
Releases
0
Created
2026-06-15
Stars this week
+0

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