├── .gitignore ├── LICENSE ├── RAG比赛 └── 比赛.md ├── README.md ├── adavanced rag ├── chunk_enhancement │ ├── README.md │ ├── context_compression.ipynb │ ├── guess_query.ipynb │ ├── overlap.ipynb │ └── semantic.ipynb ├── query_enhancement │ ├── .ipynb_checkpoints │ │ └── query_enhancement-checkpoint.ipynb │ └── query_enhancement.ipynb ├── retrieval_enhancement │ └── hybird_retrieval.ipynb └── utils.py ├── agentic rag └── Agentic RAG.ipynb ├── chapter 2 └── 21_23_code.ipynb ├── chapter 4 ├── 42_43_code.ipynb ├── 44_code.ipynb └── 45_code.ipynb ├── chapter 5 ├── 51_53_code.ipynb └── 54_code.ipynb ├── chapter 7 ├── 7.2_RAG_demo.txt ├── 71_72_code.ipynb ├── 73_code.ipynb ├── hf_rag_demo.py └── test.txt ├── chapter 8 ├── finetune_qwen_llm.ipynb ├── make_qa_data.ipynb └── train_embedding_model.ipynb ├── graphrag ├── .gitignore ├── MANIFEST.in ├── benchmark-en.md ├── benchmark-zh.md ├── examples │ ├── using_deepseek_as_llm.py │ ├── using_local_embedding_model.py │ └── using_milvus_as_vectorDB.py ├── nano_graphrag │ ├── __init__.py │ ├── _llm.py │ ├── _op.py │ ├── _storage.py │ ├── _utils.py │ ├── base.py │ ├── graphrag.py │ ├── prompt.py │ └── prompt.pyb ├── readme.md ├── run.py ├── setup.py └── tests │ ├── __init__.py │ ├── fixtures │ └── mock_cache.json │ └── test_rag.py ├── memory rag └── memorag.ipynb └── rag blog ├── Agent+RAG+大纲驱动，AI创作新风暴_2024-09-23.md ├── BM25唱罢，BMX登场！_2024-09-06.md ├── DsRAG：新开源的高级RAG分块技巧！_2024-09-23.md ├── JinaAI提出Late Chunking，告别传统的文档切块！_2024-09-06.md ├── JinaAI提出Late Chunking，告别传统的文档切块！_2024-09-23.md ├── Medical GraphRAG：医疗领域的应用-_2024-09-06.md ├── Plan-based Retrieval，告别AI的胡言乱语_2024-09-06.md ├── README.md ├── awesome 文档解析！16款高质量pdf -_ markdown项目分享_2024-09-06.md ├── multi-head RAG：复杂问题的RAG召回方案_2024-09-06.md ├── 一篇RAG幻觉的综述_2024-09-06.md ├── 大模型RAG的下一形态，MAG_2024-09-06.md ├── 大模型RAG的风，从GraphRAG吹到了MemoryRAG_2024-09-23.md ├── 大模型的进化，map reduce是新方向_2024-09-06.md ├── 工业界Agentic RAG方案-Golden-Retriever_2024-09-06.md ├── 清华开源可连续输出万字长文的Agent flow项目_2024-09-06.md ├── 英伟达开源OP-RAG，打响RAG翻身仗，超越长上下文模型_2024-09-23.md ├── 长上下文 还是 RAG？ 我全都要！_2024-09-06.md └── 首篇GrahpRAG的综述出炉！_2024-09-06.md /.gitignore: -------------------------------------------------------------------------------- 1 | bge-small-zh-v1.5 2 | .ipynb_checkpoints -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nipi64310/RAG-Book/HEAD/LICENSE -------------------------------------------------------------------------------- /RAG比赛/比赛.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nipi64310/RAG-Book/HEAD/RAG比赛/比赛.md -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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