Business · GitHub ·183 ★

UltimateRAG

一个按路线图逐步实现的 RAG 学习项目：从 Naive RAG → Advanced RAG → Agentic RAG → GraphRAG & Fine-tuning → RAGOps，在本地用 LangChain + 向量库把“文档问答”跑通，并逐步加入语义分块、混合检索、重排序、路由、自反思与工具调用等能力。

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Details

Owner: leonyangdev
Category: Business
Platform: GitHub
Framework: langchain
Language: python
Stars: 183
First indexed: 2026-04-16
Last active: 2026-01-13
Directory sync: 2026-04-16
Source URL: https://github.com/leonyangdev/UltimateRAG

Capabilities

fine-tunraghr

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