├── .env ├── .idea ├── .gitignore ├── inspectionProfiles │ └── profiles_settings.xml ├── misc.xml ├── modules.xml ├── rag-llm.iml └── vcs.xml ├── LICENSE ├── README.md ├── database ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── __init__.cpython-311.pyc │ ├── __init__.cpython-39.pyc │ ├── create_db.cpython-310.pyc │ ├── create_db.cpython-311.pyc │ ├── create_db.cpython-39.pyc │ ├── create_db_local.cpython-39.pyc │ └── create_kg.cpython-310.pyc ├── create_db.py ├── create_kg.py ├── data │ ├── hongloumeng.md │ └── kg.json └── figures │ ├── aigc_logo.png │ ├── datawhale_logo.png │ └── rag.jpg ├── embedding ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── __init__.cpython-311.pyc │ ├── __init__.cpython-39.pyc │ ├── zhipuai_embedding.cpython-310.pyc │ ├── zhipuai_embedding.cpython-311.pyc │ └── zhipuai_embedding.cpython-39.pyc └── zhipuai_embedding.py ├── kg_retrieve ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── entity_search.cpython-310.pyc │ └── question_analyse.cpython-310.pyc ├── entity_search.py └── question_analyse.py ├── llms ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── atom_7b.cpython-310.pyc │ ├── chatgpt_proxy.cpython-310.pyc │ ├── llama3_8b.cpython-310.pyc │ ├── spark_llm.cpython-310.pyc │ ├── spark_llm.cpython-311.pyc │ ├── spark_llm.cpython-39.pyc │ ├── wenxin_llm.cpython-310.pyc │ ├── wenxin_llm.cpython-311.pyc │ ├── wenxin_llm.cpython-39.pyc │ ├── wenxin_llm_.cpython-310.pyc │ ├── zhipuai_llm.cpython-310.pyc │ ├── zhipuai_llm.cpython-311.pyc │ └── zhipuai_llm.cpython-39.pyc ├── atom_7b.py ├── chatgpt_proxy.py ├── llama3_8b.py ├── spark_llm.py ├── wenxin_llm.py └── zhipuai_llm.py ├── models ├── Atom-7B-Chat │ └── README.md └── Llama-3-8B-Instruct │ └── README.md ├── qa_chain ├── Chat_QA_chain_self.py ├── QA_chain_self.py ├── __init__.py ├── __pycache__ │ ├── Chat_QA_chain_self.cpython-310.pyc │ ├── Chat_QA_chain_self.cpython-311.pyc │ ├── 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