From b047f2a20482754bd2a9cd116f31e3d36d9d0ba1 Mon Sep 17 00:00:00 2001 From: yuehuazhang Date: Sat, 16 Nov 2024 22:39:58 +0800 Subject: [PATCH 1/3] =?UTF-8?q?rewrite:=E7=AE=80=E5=8C=96=E4=BA=86?= =?UTF-8?q?=E4=BB=A3=E7=A0=81=E7=9B=AE=E5=BD=95=E7=BB=93=E6=9E=84.?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../Makefile | 0 .../chatchat/__init__.py | 0 .../chatchat/cli.py | 0 .../test_files/langchain-ChatGLM_closed.csv | 0 .../test_files/langchain-ChatGLM_closed.xlsx | Bin .../test_files/langchain-ChatGLM_open.csv | 0 .../test_files/langchain-ChatGLM_open.xlsx | Bin .../samples/content/test_files/langchain.pdf | Bin .../samples/content/test_files/test.txt | 0 ...00\346\234\257\345\216\237\347\220\206.md" | 0 ...00\346\234\257\345\216\237\347\220\206.md" | 0 ...30\344\270\216\345\272\224\347\224\250.md" | 0 ...25\344\270\216\345\216\237\347\220\206.md" | 0 ...55\347\273\203\345\216\237\347\220\206.md" | 0 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b/chatchat-server/chatchat/server/agent/graphs_factory/text_to_sql.py similarity index 100% rename from libs/chatchat-server/chatchat/server/agent/graphs_factory/text_to_sql.py rename to chatchat-server/chatchat/server/agent/graphs_factory/text_to_sql.py diff --git a/libs/chatchat-server/chatchat/server/agent/tools_factory/__init__.py b/chatchat-server/chatchat/server/agent/tools_factory/__init__.py similarity index 100% rename from libs/chatchat-server/chatchat/server/agent/tools_factory/__init__.py rename to chatchat-server/chatchat/server/agent/tools_factory/__init__.py diff --git a/libs/chatchat-server/chatchat/server/agent/tools_factory/amap_poi_search.py b/chatchat-server/chatchat/server/agent/tools_factory/amap_poi_search.py similarity index 100% rename from libs/chatchat-server/chatchat/server/agent/tools_factory/amap_poi_search.py rename to chatchat-server/chatchat/server/agent/tools_factory/amap_poi_search.py diff --git a/libs/chatchat-server/chatchat/server/agent/tools_factory/amap_weather.py b/chatchat-server/chatchat/server/agent/tools_factory/amap_weather.py similarity index 100% rename from libs/chatchat-server/chatchat/server/agent/tools_factory/amap_weather.py rename to chatchat-server/chatchat/server/agent/tools_factory/amap_weather.py diff --git a/libs/chatchat-server/chatchat/server/agent/tools_factory/arxiv.py b/chatchat-server/chatchat/server/agent/tools_factory/arxiv.py similarity index 100% rename from libs/chatchat-server/chatchat/server/agent/tools_factory/arxiv.py rename to chatchat-server/chatchat/server/agent/tools_factory/arxiv.py diff --git a/libs/chatchat-server/chatchat/server/agent/tools_factory/calculate.py b/chatchat-server/chatchat/server/agent/tools_factory/calculate.py similarity index 100% rename from libs/chatchat-server/chatchat/server/agent/tools_factory/calculate.py rename to chatchat-server/chatchat/server/agent/tools_factory/calculate.py diff --git a/libs/chatchat-server/chatchat/server/agent/tools_factory/querysql.py b/chatchat-server/chatchat/server/agent/tools_factory/querysql.py similarity index 100% rename from libs/chatchat-server/chatchat/server/agent/tools_factory/querysql.py rename to chatchat-server/chatchat/server/agent/tools_factory/querysql.py diff --git a/libs/chatchat-server/chatchat/server/agent/tools_factory/search_internet.py b/chatchat-server/chatchat/server/agent/tools_factory/search_internet.py similarity index 100% rename from libs/chatchat-server/chatchat/server/agent/tools_factory/search_internet.py rename to chatchat-server/chatchat/server/agent/tools_factory/search_internet.py diff --git a/libs/chatchat-server/chatchat/server/agent/tools_factory/search_local_knowledgebase.py b/chatchat-server/chatchat/server/agent/tools_factory/search_local_knowledgebase.py similarity index 100% rename from libs/chatchat-server/chatchat/server/agent/tools_factory/search_local_knowledgebase.py rename to chatchat-server/chatchat/server/agent/tools_factory/search_local_knowledgebase.py diff --git a/libs/chatchat-server/chatchat/server/agent/tools_factory/search_youtube.py b/chatchat-server/chatchat/server/agent/tools_factory/search_youtube.py similarity index 100% rename from libs/chatchat-server/chatchat/server/agent/tools_factory/search_youtube.py rename to chatchat-server/chatchat/server/agent/tools_factory/search_youtube.py diff --git a/libs/chatchat-server/chatchat/server/agent/tools_factory/shell.py b/chatchat-server/chatchat/server/agent/tools_factory/shell.py similarity index 100% rename from libs/chatchat-server/chatchat/server/agent/tools_factory/shell.py rename to chatchat-server/chatchat/server/agent/tools_factory/shell.py diff --git a/libs/chatchat-server/chatchat/server/agent/tools_factory/text2image.py b/chatchat-server/chatchat/server/agent/tools_factory/text2image.py similarity index 100% rename from libs/chatchat-server/chatchat/server/agent/tools_factory/text2image.py rename to chatchat-server/chatchat/server/agent/tools_factory/text2image.py diff --git a/libs/chatchat-server/chatchat/server/agent/tools_factory/text2promql.py b/chatchat-server/chatchat/server/agent/tools_factory/text2promql.py similarity index 100% rename from libs/chatchat-server/chatchat/server/agent/tools_factory/text2promql.py rename to chatchat-server/chatchat/server/agent/tools_factory/text2promql.py diff --git a/libs/chatchat-server/chatchat/server/agent/tools_factory/text2sql.py b/chatchat-server/chatchat/server/agent/tools_factory/text2sql.py similarity index 100% rename from libs/chatchat-server/chatchat/server/agent/tools_factory/text2sql.py rename to chatchat-server/chatchat/server/agent/tools_factory/text2sql.py diff --git a/libs/chatchat-server/chatchat/server/agent/tools_factory/tools_registry.py b/chatchat-server/chatchat/server/agent/tools_factory/tools_registry.py similarity index 100% rename from libs/chatchat-server/chatchat/server/agent/tools_factory/tools_registry.py rename to chatchat-server/chatchat/server/agent/tools_factory/tools_registry.py diff --git a/libs/chatchat-server/chatchat/server/agent/tools_factory/url_reader.py b/chatchat-server/chatchat/server/agent/tools_factory/url_reader.py similarity index 100% rename from libs/chatchat-server/chatchat/server/agent/tools_factory/url_reader.py rename to chatchat-server/chatchat/server/agent/tools_factory/url_reader.py diff --git a/libs/chatchat-server/chatchat/server/agent/tools_factory/weather_check.py b/chatchat-server/chatchat/server/agent/tools_factory/weather_check.py similarity index 100% rename from libs/chatchat-server/chatchat/server/agent/tools_factory/weather_check.py rename to chatchat-server/chatchat/server/agent/tools_factory/weather_check.py diff --git a/libs/chatchat-server/chatchat/server/agent/tools_factory/wikipedia_search.py b/chatchat-server/chatchat/server/agent/tools_factory/wikipedia_search.py similarity index 100% rename from libs/chatchat-server/chatchat/server/agent/tools_factory/wikipedia_search.py rename to chatchat-server/chatchat/server/agent/tools_factory/wikipedia_search.py diff --git a/libs/chatchat-server/chatchat/server/agent/tools_factory/wolfram.py b/chatchat-server/chatchat/server/agent/tools_factory/wolfram.py similarity index 100% rename from libs/chatchat-server/chatchat/server/agent/tools_factory/wolfram.py rename to chatchat-server/chatchat/server/agent/tools_factory/wolfram.py diff --git a/libs/chatchat-server/chatchat/server/api_server/api_schemas.py b/chatchat-server/chatchat/server/api_server/api_schemas.py similarity index 100% rename from libs/chatchat-server/chatchat/server/api_server/api_schemas.py rename to chatchat-server/chatchat/server/api_server/api_schemas.py diff --git a/libs/chatchat-server/chatchat/server/api_server/kb_routes.py b/chatchat-server/chatchat/server/api_server/kb_routes.py similarity index 100% rename from libs/chatchat-server/chatchat/server/api_server/kb_routes.py rename to chatchat-server/chatchat/server/api_server/kb_routes.py diff --git a/libs/chatchat-server/chatchat/server/api_server/openai_routes.py b/chatchat-server/chatchat/server/api_server/openai_routes.py similarity index 100% rename from libs/chatchat-server/chatchat/server/api_server/openai_routes.py rename to chatchat-server/chatchat/server/api_server/openai_routes.py diff --git a/libs/chatchat-server/chatchat/server/api_server/server_app.py b/chatchat-server/chatchat/server/api_server/server_app.py similarity index 100% rename from libs/chatchat-server/chatchat/server/api_server/server_app.py rename to chatchat-server/chatchat/server/api_server/server_app.py diff --git a/libs/chatchat-server/chatchat/server/api_server/server_routes.py b/chatchat-server/chatchat/server/api_server/server_routes.py similarity index 100% rename from libs/chatchat-server/chatchat/server/api_server/server_routes.py rename to 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rename to chatchat-server/chatchat/server/api_server/static/swagger-ui-bundle.js diff --git a/libs/chatchat-server/chatchat/server/api_server/static/swagger-ui.css b/chatchat-server/chatchat/server/api_server/static/swagger-ui.css similarity index 100% rename from libs/chatchat-server/chatchat/server/api_server/static/swagger-ui.css rename to chatchat-server/chatchat/server/api_server/static/swagger-ui.css diff --git a/libs/chatchat-server/chatchat/server/constant/__init__.py b/chatchat-server/chatchat/server/constant/__init__.py similarity index 100% rename from libs/chatchat-server/chatchat/server/constant/__init__.py rename to chatchat-server/chatchat/server/constant/__init__.py diff --git a/libs/chatchat-server/chatchat/server/constant/response_code.py b/chatchat-server/chatchat/server/constant/response_code.py similarity index 100% rename from libs/chatchat-server/chatchat/server/constant/response_code.py rename to chatchat-server/chatchat/server/constant/response_code.py diff --git a/libs/chatchat-server/chatchat/server/db/__init__.py b/chatchat-server/chatchat/server/db/__init__.py similarity index 100% rename from libs/chatchat-server/chatchat/server/db/__init__.py rename to chatchat-server/chatchat/server/db/__init__.py diff --git a/libs/chatchat-server/chatchat/server/db/base.py b/chatchat-server/chatchat/server/db/base.py similarity index 100% rename from libs/chatchat-server/chatchat/server/db/base.py rename to chatchat-server/chatchat/server/db/base.py diff --git a/libs/chatchat-server/chatchat/server/db/models/__init__.py b/chatchat-server/chatchat/server/db/models/__init__.py similarity index 100% rename from libs/chatchat-server/chatchat/server/db/models/__init__.py rename to chatchat-server/chatchat/server/db/models/__init__.py diff --git a/libs/chatchat-server/chatchat/server/db/models/base.py b/chatchat-server/chatchat/server/db/models/base.py similarity index 100% rename from libs/chatchat-server/chatchat/server/db/models/base.py rename to chatchat-server/chatchat/server/db/models/base.py diff --git a/libs/chatchat-server/chatchat/server/db/models/conversation_model.py b/chatchat-server/chatchat/server/db/models/conversation_model.py similarity index 100% rename from libs/chatchat-server/chatchat/server/db/models/conversation_model.py rename to chatchat-server/chatchat/server/db/models/conversation_model.py diff --git a/libs/chatchat-server/chatchat/server/db/models/knowledge_base_model.py b/chatchat-server/chatchat/server/db/models/knowledge_base_model.py similarity index 100% rename from libs/chatchat-server/chatchat/server/db/models/knowledge_base_model.py rename to chatchat-server/chatchat/server/db/models/knowledge_base_model.py diff --git a/libs/chatchat-server/chatchat/server/db/models/knowledge_file_model.py b/chatchat-server/chatchat/server/db/models/knowledge_file_model.py similarity index 100% rename from libs/chatchat-server/chatchat/server/db/models/knowledge_file_model.py rename to chatchat-server/chatchat/server/db/models/knowledge_file_model.py diff --git a/libs/chatchat-server/chatchat/server/db/models/knowledge_metadata_model.py b/chatchat-server/chatchat/server/db/models/knowledge_metadata_model.py similarity index 100% rename from libs/chatchat-server/chatchat/server/db/models/knowledge_metadata_model.py rename to chatchat-server/chatchat/server/db/models/knowledge_metadata_model.py diff --git a/libs/chatchat-server/chatchat/server/db/models/message_model.py b/chatchat-server/chatchat/server/db/models/message_model.py similarity index 100% rename from libs/chatchat-server/chatchat/server/db/models/message_model.py rename to chatchat-server/chatchat/server/db/models/message_model.py diff --git a/libs/chatchat-server/chatchat/server/db/repository/__init__.py b/chatchat-server/chatchat/server/db/repository/__init__.py similarity index 100% rename from libs/chatchat-server/chatchat/server/db/repository/__init__.py rename to chatchat-server/chatchat/server/db/repository/__init__.py diff --git a/libs/chatchat-server/chatchat/server/db/repository/conversation_repository.py b/chatchat-server/chatchat/server/db/repository/conversation_repository.py similarity index 100% rename from libs/chatchat-server/chatchat/server/db/repository/conversation_repository.py rename to chatchat-server/chatchat/server/db/repository/conversation_repository.py diff --git a/libs/chatchat-server/chatchat/server/db/repository/knowledge_base_repository.py b/chatchat-server/chatchat/server/db/repository/knowledge_base_repository.py similarity index 100% rename from libs/chatchat-server/chatchat/server/db/repository/knowledge_base_repository.py rename to chatchat-server/chatchat/server/db/repository/knowledge_base_repository.py diff --git a/libs/chatchat-server/chatchat/server/db/repository/knowledge_file_repository.py b/chatchat-server/chatchat/server/db/repository/knowledge_file_repository.py similarity index 100% rename from libs/chatchat-server/chatchat/server/db/repository/knowledge_file_repository.py rename to chatchat-server/chatchat/server/db/repository/knowledge_file_repository.py diff --git a/libs/chatchat-server/chatchat/server/db/repository/knowledge_metadata_repository.py b/chatchat-server/chatchat/server/db/repository/knowledge_metadata_repository.py similarity index 100% rename from libs/chatchat-server/chatchat/server/db/repository/knowledge_metadata_repository.py rename to chatchat-server/chatchat/server/db/repository/knowledge_metadata_repository.py diff --git a/libs/chatchat-server/chatchat/server/db/repository/message_repository.py b/chatchat-server/chatchat/server/db/repository/message_repository.py similarity index 100% rename from libs/chatchat-server/chatchat/server/db/repository/message_repository.py rename to chatchat-server/chatchat/server/db/repository/message_repository.py diff --git a/libs/chatchat-server/chatchat/server/db/session.py b/chatchat-server/chatchat/server/db/session.py similarity index 100% rename from libs/chatchat-server/chatchat/server/db/session.py rename to chatchat-server/chatchat/server/db/session.py diff --git a/libs/chatchat-server/chatchat/server/file_rag/__init__.py b/chatchat-server/chatchat/server/file_rag/__init__.py similarity index 100% rename from libs/chatchat-server/chatchat/server/file_rag/__init__.py rename to chatchat-server/chatchat/server/file_rag/__init__.py diff --git a/libs/chatchat-server/chatchat/server/file_rag/document_loaders/FilteredCSVloader.py b/chatchat-server/chatchat/server/file_rag/document_loaders/FilteredCSVloader.py similarity index 100% rename from libs/chatchat-server/chatchat/server/file_rag/document_loaders/FilteredCSVloader.py rename to chatchat-server/chatchat/server/file_rag/document_loaders/FilteredCSVloader.py diff --git a/libs/chatchat-server/chatchat/server/file_rag/document_loaders/__init__.py b/chatchat-server/chatchat/server/file_rag/document_loaders/__init__.py similarity index 100% rename from libs/chatchat-server/chatchat/server/file_rag/document_loaders/__init__.py rename to chatchat-server/chatchat/server/file_rag/document_loaders/__init__.py diff --git a/libs/chatchat-server/chatchat/server/file_rag/document_loaders/mydocloader.py b/chatchat-server/chatchat/server/file_rag/document_loaders/mydocloader.py similarity index 100% rename from libs/chatchat-server/chatchat/server/file_rag/document_loaders/mydocloader.py rename to chatchat-server/chatchat/server/file_rag/document_loaders/mydocloader.py diff --git a/libs/chatchat-server/chatchat/server/file_rag/document_loaders/myimgloader.py b/chatchat-server/chatchat/server/file_rag/document_loaders/myimgloader.py similarity index 100% rename from libs/chatchat-server/chatchat/server/file_rag/document_loaders/myimgloader.py rename to chatchat-server/chatchat/server/file_rag/document_loaders/myimgloader.py diff --git a/libs/chatchat-server/chatchat/server/file_rag/document_loaders/mypdfloader.py b/chatchat-server/chatchat/server/file_rag/document_loaders/mypdfloader.py similarity index 100% rename from libs/chatchat-server/chatchat/server/file_rag/document_loaders/mypdfloader.py rename to chatchat-server/chatchat/server/file_rag/document_loaders/mypdfloader.py diff --git a/libs/chatchat-server/chatchat/server/file_rag/document_loaders/mypptloader.py b/chatchat-server/chatchat/server/file_rag/document_loaders/mypptloader.py similarity index 100% rename from libs/chatchat-server/chatchat/server/file_rag/document_loaders/mypptloader.py rename to chatchat-server/chatchat/server/file_rag/document_loaders/mypptloader.py diff --git a/libs/chatchat-server/chatchat/server/file_rag/document_loaders/ocr.py b/chatchat-server/chatchat/server/file_rag/document_loaders/ocr.py similarity index 100% rename from libs/chatchat-server/chatchat/server/file_rag/document_loaders/ocr.py rename to chatchat-server/chatchat/server/file_rag/document_loaders/ocr.py diff --git a/libs/chatchat-server/chatchat/server/file_rag/retrievers/__init__.py b/chatchat-server/chatchat/server/file_rag/retrievers/__init__.py similarity index 100% rename from libs/chatchat-server/chatchat/server/file_rag/retrievers/__init__.py rename to chatchat-server/chatchat/server/file_rag/retrievers/__init__.py diff --git a/libs/chatchat-server/chatchat/server/file_rag/retrievers/base.py b/chatchat-server/chatchat/server/file_rag/retrievers/base.py similarity index 100% rename from libs/chatchat-server/chatchat/server/file_rag/retrievers/base.py rename to chatchat-server/chatchat/server/file_rag/retrievers/base.py diff --git a/libs/chatchat-server/chatchat/server/file_rag/retrievers/ensemble.py b/chatchat-server/chatchat/server/file_rag/retrievers/ensemble.py similarity index 100% rename from libs/chatchat-server/chatchat/server/file_rag/retrievers/ensemble.py rename to chatchat-server/chatchat/server/file_rag/retrievers/ensemble.py diff --git a/libs/chatchat-server/chatchat/server/file_rag/retrievers/milvus_vectorstore.py b/chatchat-server/chatchat/server/file_rag/retrievers/milvus_vectorstore.py similarity index 100% rename from libs/chatchat-server/chatchat/server/file_rag/retrievers/milvus_vectorstore.py rename to chatchat-server/chatchat/server/file_rag/retrievers/milvus_vectorstore.py diff --git a/libs/chatchat-server/chatchat/server/file_rag/retrievers/vectorstore.py b/chatchat-server/chatchat/server/file_rag/retrievers/vectorstore.py similarity index 100% rename from libs/chatchat-server/chatchat/server/file_rag/retrievers/vectorstore.py rename to chatchat-server/chatchat/server/file_rag/retrievers/vectorstore.py diff --git a/libs/chatchat-server/chatchat/server/file_rag/text_splitter/__init__.py b/chatchat-server/chatchat/server/file_rag/text_splitter/__init__.py similarity index 100% rename from libs/chatchat-server/chatchat/server/file_rag/text_splitter/__init__.py rename to chatchat-server/chatchat/server/file_rag/text_splitter/__init__.py diff --git a/libs/chatchat-server/chatchat/server/file_rag/text_splitter/ali_text_splitter.py b/chatchat-server/chatchat/server/file_rag/text_splitter/ali_text_splitter.py similarity index 100% rename from libs/chatchat-server/chatchat/server/file_rag/text_splitter/ali_text_splitter.py rename to chatchat-server/chatchat/server/file_rag/text_splitter/ali_text_splitter.py diff --git a/libs/chatchat-server/chatchat/server/file_rag/text_splitter/chinese_recursive_text_splitter.py b/chatchat-server/chatchat/server/file_rag/text_splitter/chinese_recursive_text_splitter.py similarity index 100% rename from libs/chatchat-server/chatchat/server/file_rag/text_splitter/chinese_recursive_text_splitter.py rename to chatchat-server/chatchat/server/file_rag/text_splitter/chinese_recursive_text_splitter.py diff --git a/libs/chatchat-server/chatchat/server/file_rag/text_splitter/chinese_text_splitter.py b/chatchat-server/chatchat/server/file_rag/text_splitter/chinese_text_splitter.py similarity index 100% rename from libs/chatchat-server/chatchat/server/file_rag/text_splitter/chinese_text_splitter.py rename to chatchat-server/chatchat/server/file_rag/text_splitter/chinese_text_splitter.py diff --git a/libs/chatchat-server/chatchat/server/file_rag/text_splitter/zh_title_enhance.py b/chatchat-server/chatchat/server/file_rag/text_splitter/zh_title_enhance.py similarity index 100% rename from libs/chatchat-server/chatchat/server/file_rag/text_splitter/zh_title_enhance.py rename to chatchat-server/chatchat/server/file_rag/text_splitter/zh_title_enhance.py diff --git a/libs/chatchat-server/chatchat/server/file_rag/utils.py b/chatchat-server/chatchat/server/file_rag/utils.py similarity index 100% rename from libs/chatchat-server/chatchat/server/file_rag/utils.py rename to chatchat-server/chatchat/server/file_rag/utils.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/__init__.py b/chatchat-server/chatchat/server/knowledge_base/__init__.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/__init__.py rename to chatchat-server/chatchat/server/knowledge_base/__init__.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/kb_api.py b/chatchat-server/chatchat/server/knowledge_base/kb_api.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/kb_api.py rename to chatchat-server/chatchat/server/knowledge_base/kb_api.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/kb_cache/base.py b/chatchat-server/chatchat/server/knowledge_base/kb_cache/base.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/kb_cache/base.py rename to chatchat-server/chatchat/server/knowledge_base/kb_cache/base.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/kb_cache/faiss_cache.py b/chatchat-server/chatchat/server/knowledge_base/kb_cache/faiss_cache.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/kb_cache/faiss_cache.py rename to chatchat-server/chatchat/server/knowledge_base/kb_cache/faiss_cache.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/kb_doc_api.py b/chatchat-server/chatchat/server/knowledge_base/kb_doc_api.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/kb_doc_api.py rename to chatchat-server/chatchat/server/knowledge_base/kb_doc_api.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/kb_service/__init__.py b/chatchat-server/chatchat/server/knowledge_base/kb_service/__init__.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/kb_service/__init__.py rename to chatchat-server/chatchat/server/knowledge_base/kb_service/__init__.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/kb_service/base.py b/chatchat-server/chatchat/server/knowledge_base/kb_service/base.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/kb_service/base.py rename to chatchat-server/chatchat/server/knowledge_base/kb_service/base.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/kb_service/chromadb_kb_service.py b/chatchat-server/chatchat/server/knowledge_base/kb_service/chromadb_kb_service.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/kb_service/chromadb_kb_service.py rename to chatchat-server/chatchat/server/knowledge_base/kb_service/chromadb_kb_service.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/kb_service/default_kb_service.py b/chatchat-server/chatchat/server/knowledge_base/kb_service/default_kb_service.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/kb_service/default_kb_service.py rename to chatchat-server/chatchat/server/knowledge_base/kb_service/default_kb_service.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/kb_service/es_kb_service.py b/chatchat-server/chatchat/server/knowledge_base/kb_service/es_kb_service.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/kb_service/es_kb_service.py rename to chatchat-server/chatchat/server/knowledge_base/kb_service/es_kb_service.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/kb_service/faiss_kb_service.py b/chatchat-server/chatchat/server/knowledge_base/kb_service/faiss_kb_service.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/kb_service/faiss_kb_service.py rename to chatchat-server/chatchat/server/knowledge_base/kb_service/faiss_kb_service.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/kb_service/milvus_kb_service.py b/chatchat-server/chatchat/server/knowledge_base/kb_service/milvus_kb_service.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/kb_service/milvus_kb_service.py rename to chatchat-server/chatchat/server/knowledge_base/kb_service/milvus_kb_service.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/kb_service/pg_kb_service.py b/chatchat-server/chatchat/server/knowledge_base/kb_service/pg_kb_service.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/kb_service/pg_kb_service.py rename to chatchat-server/chatchat/server/knowledge_base/kb_service/pg_kb_service.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/kb_service/relyt_kb_service.py b/chatchat-server/chatchat/server/knowledge_base/kb_service/relyt_kb_service.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/kb_service/relyt_kb_service.py rename to chatchat-server/chatchat/server/knowledge_base/kb_service/relyt_kb_service.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/kb_service/zilliz_kb_service.py b/chatchat-server/chatchat/server/knowledge_base/kb_service/zilliz_kb_service.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/kb_service/zilliz_kb_service.py rename to chatchat-server/chatchat/server/knowledge_base/kb_service/zilliz_kb_service.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/kb_summary/__init__.py b/chatchat-server/chatchat/server/knowledge_base/kb_summary/__init__.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/kb_summary/__init__.py rename to chatchat-server/chatchat/server/knowledge_base/kb_summary/__init__.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/kb_summary/base.py b/chatchat-server/chatchat/server/knowledge_base/kb_summary/base.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/kb_summary/base.py rename to chatchat-server/chatchat/server/knowledge_base/kb_summary/base.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/kb_summary/summary_chunk.py b/chatchat-server/chatchat/server/knowledge_base/kb_summary/summary_chunk.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/kb_summary/summary_chunk.py rename to chatchat-server/chatchat/server/knowledge_base/kb_summary/summary_chunk.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/kb_summary_api.py b/chatchat-server/chatchat/server/knowledge_base/kb_summary_api.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/kb_summary_api.py rename to chatchat-server/chatchat/server/knowledge_base/kb_summary_api.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/migrate.py b/chatchat-server/chatchat/server/knowledge_base/migrate.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/migrate.py rename to chatchat-server/chatchat/server/knowledge_base/migrate.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/model/kb_document_model.py b/chatchat-server/chatchat/server/knowledge_base/model/kb_document_model.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/model/kb_document_model.py rename to chatchat-server/chatchat/server/knowledge_base/model/kb_document_model.py diff --git a/libs/chatchat-server/chatchat/server/knowledge_base/utils.py b/chatchat-server/chatchat/server/knowledge_base/utils.py similarity index 100% rename from libs/chatchat-server/chatchat/server/knowledge_base/utils.py rename to chatchat-server/chatchat/server/knowledge_base/utils.py diff --git a/libs/chatchat-server/chatchat/server/localai_embeddings.py b/chatchat-server/chatchat/server/localai_embeddings.py similarity index 100% rename from libs/chatchat-server/chatchat/server/localai_embeddings.py rename to chatchat-server/chatchat/server/localai_embeddings.py diff --git a/libs/chatchat-server/chatchat/server/memory/conversation_db_buffer_memory.py b/chatchat-server/chatchat/server/memory/conversation_db_buffer_memory.py similarity index 100% rename from libs/chatchat-server/chatchat/server/memory/conversation_db_buffer_memory.py rename to chatchat-server/chatchat/server/memory/conversation_db_buffer_memory.py diff --git a/libs/chatchat-server/chatchat/server/reranker/reranker.py b/chatchat-server/chatchat/server/reranker/reranker.py similarity index 100% rename from libs/chatchat-server/chatchat/server/reranker/reranker.py rename to chatchat-server/chatchat/server/reranker/reranker.py diff --git a/libs/chatchat-server/chatchat/server/types/__init__.py b/chatchat-server/chatchat/server/types/__init__.py similarity index 100% rename from libs/chatchat-server/chatchat/server/types/__init__.py rename to chatchat-server/chatchat/server/types/__init__.py diff --git a/libs/chatchat-server/chatchat/server/types/server/__init__.py b/chatchat-server/chatchat/server/types/server/__init__.py similarity index 100% rename from libs/chatchat-server/chatchat/server/types/server/__init__.py rename to chatchat-server/chatchat/server/types/server/__init__.py diff --git a/libs/chatchat-server/chatchat/server/types/server/response/__init__.py b/chatchat-server/chatchat/server/types/server/response/__init__.py similarity index 100% rename from libs/chatchat-server/chatchat/server/types/server/response/__init__.py rename to chatchat-server/chatchat/server/types/server/response/__init__.py diff --git a/libs/chatchat-server/chatchat/server/types/server/response/base.py b/chatchat-server/chatchat/server/types/server/response/base.py similarity index 100% rename from libs/chatchat-server/chatchat/server/types/server/response/base.py rename to chatchat-server/chatchat/server/types/server/response/base.py diff --git a/libs/chatchat-server/chatchat/server/utils.py b/chatchat-server/chatchat/server/utils.py similarity index 100% rename from libs/chatchat-server/chatchat/server/utils.py rename to chatchat-server/chatchat/server/utils.py diff --git a/libs/chatchat-server/chatchat/settings.py b/chatchat-server/chatchat/settings.py similarity index 100% rename from libs/chatchat-server/chatchat/settings.py rename to chatchat-server/chatchat/settings.py diff --git a/libs/chatchat-server/chatchat/startup.py b/chatchat-server/chatchat/startup.py similarity index 100% rename from libs/chatchat-server/chatchat/startup.py rename to chatchat-server/chatchat/startup.py diff --git a/libs/chatchat-server/chatchat/utils.py b/chatchat-server/chatchat/utils.py similarity index 100% rename from libs/chatchat-server/chatchat/utils.py rename to chatchat-server/chatchat/utils.py diff --git a/libs/chatchat-server/chatchat/webui.py b/chatchat-server/chatchat/webui.py similarity index 100% rename from libs/chatchat-server/chatchat/webui.py rename to chatchat-server/chatchat/webui.py diff --git a/libs/chatchat-server/chatchat/webui_pages/__init__.py b/chatchat-server/chatchat/webui_pages/__init__.py similarity index 100% rename from libs/chatchat-server/chatchat/webui_pages/__init__.py rename to chatchat-server/chatchat/webui_pages/__init__.py diff --git a/libs/chatchat-server/chatchat/webui_pages/graph_agent/__init__.py b/chatchat-server/chatchat/webui_pages/graph_agent/__init__.py similarity index 100% rename from libs/chatchat-server/chatchat/webui_pages/graph_agent/__init__.py rename to chatchat-server/chatchat/webui_pages/graph_agent/__init__.py diff --git a/libs/chatchat-server/chatchat/webui_pages/graph_agent/graph.py b/chatchat-server/chatchat/webui_pages/graph_agent/graph.py similarity index 100% rename from libs/chatchat-server/chatchat/webui_pages/graph_agent/graph.py rename to chatchat-server/chatchat/webui_pages/graph_agent/graph.py diff --git a/libs/chatchat-server/chatchat/webui_pages/graph_rag/__init__.py b/chatchat-server/chatchat/webui_pages/graph_rag/__init__.py similarity index 100% rename from libs/chatchat-server/chatchat/webui_pages/graph_rag/__init__.py rename to chatchat-server/chatchat/webui_pages/graph_rag/__init__.py diff --git a/libs/chatchat-server/chatchat/webui_pages/graph_rag/rag.py b/chatchat-server/chatchat/webui_pages/graph_rag/rag.py similarity index 100% rename from libs/chatchat-server/chatchat/webui_pages/graph_rag/rag.py rename to chatchat-server/chatchat/webui_pages/graph_rag/rag.py diff --git a/libs/chatchat-server/chatchat/webui_pages/knowledge_base/__init__.py b/chatchat-server/chatchat/webui_pages/knowledge_base/__init__.py similarity index 100% rename from libs/chatchat-server/chatchat/webui_pages/knowledge_base/__init__.py rename to chatchat-server/chatchat/webui_pages/knowledge_base/__init__.py diff --git a/libs/chatchat-server/chatchat/webui_pages/knowledge_base/knowledge_base.py b/chatchat-server/chatchat/webui_pages/knowledge_base/knowledge_base.py similarity index 100% rename from libs/chatchat-server/chatchat/webui_pages/knowledge_base/knowledge_base.py rename to chatchat-server/chatchat/webui_pages/knowledge_base/knowledge_base.py diff --git a/libs/chatchat-server/chatchat/webui_pages/utils.py b/chatchat-server/chatchat/webui_pages/utils.py similarity index 100% rename from libs/chatchat-server/chatchat/webui_pages/utils.py rename to chatchat-server/chatchat/webui_pages/utils.py diff --git a/libs/chatchat-server/langchain_chatchat/__init__.py b/chatchat-server/langchain_chatchat/__init__.py similarity index 100% rename from libs/chatchat-server/langchain_chatchat/__init__.py rename to chatchat-server/langchain_chatchat/__init__.py diff --git a/libs/chatchat-server/poetry.lock b/chatchat-server/poetry.lock 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"sha256:126d9e8cadb2a5b8d1793a228c0783a3b608e36064d5a2ef1a4d38d07a344523"}, ] [package.dependencies] @@ -4771,13 +4772,13 @@ test = ["anyio (>=4.0)", "mypy (>=1.11)", "pproxy (>=2.7)", "pytest (>=6.2.5)", [[package]] name = "psycopg-pool" -version = "3.2.3" +version = "3.2.4" description = "Connection Pool for Psycopg" optional = false python-versions = ">=3.8" files = [ - {file = "psycopg_pool-3.2.3-py3-none-any.whl", hash = "sha256:53bd8e640625e01b2927b2ad96df8ed8e8f91caea4597d45e7673fc7bbb85eb1"}, - {file = "psycopg_pool-3.2.3.tar.gz", hash = "sha256:bb942f123bef4b7fbe4d55421bd3fb01829903c95c0f33fd42b7e94e5ac9b52a"}, + {file = "psycopg_pool-3.2.4-py3-none-any.whl", hash = "sha256:f6a22cff0f21f06d72fb2f5cb48c618946777c49385358e0c88d062c59cbd224"}, + {file = "psycopg_pool-3.2.4.tar.gz", hash = "sha256:61774b5bbf23e8d22bedc7504707135aaf744679f8ef9b3fe29942920746a6ed"}, ] [package.dependencies] diff --git a/libs/chatchat-server/poetry.toml b/chatchat-server/poetry.toml similarity index 100% rename from libs/chatchat-server/poetry.toml rename to chatchat-server/poetry.toml diff --git a/libs/chatchat-server/pyproject.toml b/chatchat-server/pyproject.toml similarity index 100% rename from libs/chatchat-server/pyproject.toml rename to chatchat-server/pyproject.toml diff --git a/libs/chatchat-server/scripts/check_imports.py b/chatchat-server/scripts/check_imports.py similarity index 100% rename from libs/chatchat-server/scripts/check_imports.py rename to chatchat-server/scripts/check_imports.py diff --git a/libs/chatchat-server/scripts/check_pydantic.sh b/chatchat-server/scripts/check_pydantic.sh similarity index 100% rename from libs/chatchat-server/scripts/check_pydantic.sh rename to chatchat-server/scripts/check_pydantic.sh diff --git a/libs/chatchat-server/scripts/lint_imports.sh b/chatchat-server/scripts/lint_imports.sh similarity index 100% rename from libs/chatchat-server/scripts/lint_imports.sh rename to chatchat-server/scripts/lint_imports.sh diff --git a/libs/chatchat-server/chatchat/server/agent/graphs_factory/.DS_Store b/libs/chatchat-server/chatchat/server/agent/graphs_factory/.DS_Store deleted file mode 100644 index 5008ddfcf53c02e82d7eee2e57c38e5672ef89f6..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6148 zcmeH~Jr2S!425mzP>H1@V-^m;4Wg<&0T*E43hX&L&p$$qDprKhvt+--jT7}7np#A3 zem<@ulZcFPQ@L2!n>{z**++&mCkOWA81W14cNZlEfg7;MkzE(HCqgga^y>{tEnwC%0;vJ&^%eQ zLs35+`xjp>T0 Date: Sat, 16 Nov 2024 22:43:08 +0800 Subject: [PATCH 2/3] =?UTF-8?q?rewrite:=E7=AE=80=E5=8C=96=E4=BA=86?= =?UTF-8?q?=E4=BB=A3=E7=A0=81=E7=9B=AE=E5=BD=95=E7=BB=93=E6=9E=84.?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docker/Dockerfile | 13 +++---------- docs/install/README_dev_install.md | 14 +++++++------- 2 files changed, 10 insertions(+), 17 deletions(-) diff --git a/docker/Dockerfile b/docker/Dockerfile index 3e43b31..f76d884 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -9,13 +9,6 @@ ENV CHATCHAT_ROOT=/root/chatchat_data # 初始化环境 RUN ln -sf /usr/share/zoneinfo/Asia/Shanghai /etc/localtime && \ echo "Asia/Shanghai" > /etc/timezone -#RUN apt-get update -y && \ -# apt-get install -y git && \ -# apt-get install -y --no-install-recommends libgl1 libglib2.0-0 && \ -# apt-get install -y mysql-client mysql-server && \ -# apt-get install -y libpq-dev python3-dev postgresql postgresql-contrib && \ -# apt-get clean && \ -# rm -rf /var/lib/apt/lists/* # 初始化环境 RUN ln -sf /usr/share/zoneinfo/Asia/Shanghai /etc/localtime && \ echo "Asia/Shanghai" > /etc/timezone && \ @@ -45,15 +38,15 @@ RUN #git clone https://github.com/chatchat-space/LangGraph-Chatchat.git RUN git clone git@github.com:chatchat-space/LangGraph-Chatchat.git # 安装依赖 -WORKDIR /root/LangGraph-Chatchat/libs/chatchat-server +WORKDIR /root/LangGraph-Chatchat/chatchat-server RUN poetry config virtualenvs.create false RUN poetry install --with lint,test -E xinference ## 确保 Python 可以找到 chatchat 模块 -ENV PYTHONPATH="/root/LangGraph-Chatchat/libs/chatchat-server:${PYTHONPATH}" +ENV PYTHONPATH="/root/LangGraph-Chatchat/chatchat-server:${PYTHONPATH}" # 初始化配置 -WORKDIR /root/LangGraph-Chatchat/libs/chatchat-server/chatchat +WORKDIR /root/LangGraph-Chatchat/chatchat-server/chatchat RUN python cli.py init ## 初始化知识库文件 diff --git a/docs/install/README_dev_install.md b/docs/install/README_dev_install.md index b09580c..2f41272 100644 --- a/docs/install/README_dev_install.md +++ b/docs/install/README_dev_install.md @@ -30,7 +30,7 @@ LangGraph-Chatchat 使用 Poetry 进行环境管理。 进入主项目目录，并安装 LangGraph-Chatchat 依赖 ```shell -cd LangGraph-Chatchat/libs/chatchat-server +cd LangGraph-Chatchat/chatchat-server poetry install --with lint,test -E xinference ``` @@ -39,15 +39,15 @@ poetry install --with lint,test -E xinference ### 1.3 更新开发部署环境依赖库 -当开发环境中所需的依赖库发生变化时，一般按照更新主项目目录(`LangGraph-Chatchat/libs/chatchat-server/`)下的 pyproject.toml 再进行 poetry update 的顺序执行。 +当开发环境中所需的依赖库发生变化时，一般按照更新主项目目录(`LangGraph-Chatchat/chatchat-server/`)下的 pyproject.toml 再进行 poetry update 的顺序执行。 ## 2. 设置源代码根目录 -如果您在开发时所使用的 IDE 需要指定项目源代码根目录，请将主项目目录(`LangGraph-Chatchat/libs/chatchat-server/`)设置为源代码根目录。 +如果您在开发时所使用的 IDE 需要指定项目源代码根目录，请将主项目目录(`LangGraph-Chatchat/chatchat-server/`)设置为源代码根目录。 执行以下命令之前，请先设置当前目录和项目数据目录： ```shell -cd LangGraph-Chatchat/libs/chatchat-server/chatchat +cd LangGraph-Chatchat/chatchat-server/chatchat export CHATCHAT_ROOT=/path/to/chatchat_data ``` @@ -57,7 +57,7 @@ export CHATCHAT_ROOT=/path/to/chatchat_data 执行以下命令初始化项目配置文件和数据目录： ```shell -cd LangGraph-Chatchat/libs/chatchat-server +cd LangGraph-Chatchat/chatchat-server python chatchat/cli.py init ``` @@ -67,7 +67,7 @@ python chatchat/cli.py init > 这个命令会清空数据库、删除已有的配置文件，如果您有重要数据，请备份。 ```shell -cd LangGraph-Chatchat/libs/chatchat-server +cd LangGraph-Chatchat/chatchat-server python chatchat/cli.py kb --recreate-vs ``` 如需使用其它 Embedding 模型，或者重建特定的知识库，请查看 `python chatchat/cli.py kb --help` 了解更多的参数。 @@ -75,7 +75,7 @@ python chatchat/cli.py kb --recreate-vs ## 5. 启动服务 ```shell -cd LangGraph-Chatchat/libs/chatchat-server +cd LangGraph-Chatchat/chatchat-server python chatchat/cli.py start -a ``` From b4463a9daed3b9b5c00217f80ba5a75fa6630e35 Mon Sep 17 00:00:00 2001 From: yuehuazhang Date: Sun, 17 Nov 2024 20:28:21 +0800 Subject: [PATCH 3/3] =?UTF-8?q?=E4=BC=98=E5=8C=96=E4=BA=86=E5=AE=B9?= =?UTF-8?q?=E5=99=A8=E5=8C=96=E5=90=AF=E5=8A=A8=E6=96=87=E6=A1=A3?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 159 +----- README_en.md | 540 ------------------ chatchat-server/chatchat/settings.py | 4 +- chatchat-server/poetry.lock | 6 +- docker/docker-compose.yaml | 53 +- docs/img/Langgraph-Chatchat-ui.png | Bin 0 -> 325589 bytes docs/img/langchain_chatchat_webui.png | Bin 104033 -> 0 bytes docs/img/qr_code_116_2.jpg | Bin 215244 -> 0 bytes docs/img/qr_code_116_3.jpg | Bin 0 -> 173877 bytes docs/img/xinference-bge-large-zh-v1.5.png | Bin 0 -> 234130 bytes docs/img/xinference-llm-chat.png | Bin 0 -> 121861 bytes docs/img/xinference-qwen2.5-instruct.png | Bin 0 -> 85372 bytes docs/install/README_build_xinference_image.md | 115 ++++ docs/install/README_dev_install.md | 28 + docs/install/README_docker_install.md | 213 +++++-- 15 files changed, 344 insertions(+), 774 deletions(-) delete mode 100644 README_en.md create mode 100644 docs/img/Langgraph-Chatchat-ui.png delete mode 100644 docs/img/langchain_chatchat_webui.png delete mode 100644 docs/img/qr_code_116_2.jpg create mode 100644 docs/img/qr_code_116_3.jpg create mode 100644 docs/img/xinference-bge-large-zh-v1.5.png create mode 100644 docs/img/xinference-llm-chat.png create mode 100644 docs/img/xinference-qwen2.5-instruct.png create mode 100644 docs/install/README_build_xinference_image.md diff --git a/README.md b/README.md index ad6500f..150a4bf 100644 --- a/README.md +++ b/README.md @@ -1,10 +1,7 @@ ![](libs/chatchat-server/chatchat/img/logo-long-langraph-chatchat.jpg) chatchat-space%2FLangchain-Chatchat | Trendshift -[![pypi badge](https://img.shields.io/pypi/v/langchain-chatchat.svg)](https://shields.io/) -[![Generic badge](https://img.shields.io/badge/python-3.8%7C3.9%7C3.10%7C3.11-blue.svg)](https://pypi.org/project/pypiserver/) - -🌍 [READ THIS IN ENGLISH](README_en.md) +[![Generic badge](https://img.shields.io/badge/python-3.9%7C3.10%7C3.11%7C3.12-blue.svg)](https://pypi.org/project/pypiserver/) 📃 **LangGraph-Chatchat** @@ -12,22 +9,9 @@ --- -## 目录 - -* [概述](README.md#概述) -* [功能介绍](README.md#功能介绍) - * [0.3.x 功能一览](README.md#03x-版本功能一览) - * [已支持的模型推理框架与模型](README.md#已支持的模型部署框架与模型) -* [快速上手](README.md#快速上手) - * [pip 安装部署](README.md#pip-安装部署) - * [源码安装部署/开发部署](README.md#源码安装部署开发部署) - * [Docker 部署](README.md#docker-部署) -* [项目里程碑](README.md#项目里程碑) -* [联系我们](README.md#联系我们) - ## 概述 -🤖️ 一种利用 [langgraph](https://langchain-ai.github.io/langgraph/) +🤖️ 一种利用 [LangGraph](https://langchain-ai.github.io/langgraph/) 思想实现的基于本地知识库的问答应用，目标期望建立一套对中文场景与开源模型支持友好、可离线运行的知识库问答解决方案。 💡 受 [GanymedeNil](https://github.com/GanymedeNil) 的项目 [document.ai](https://github.com/GanymedeNil/document.ai) @@ -57,147 +41,20 @@ OpenAI GPT API 的调用，并将在后续持续扩充对各类模型及模型 A 🧑‍💻 如果你想对本项目做出贡献，欢迎提交 pr。 -## 功能介绍 - ## 快速上手 -### pip 安装部署 - -#### 0. 软硬件要求 - -💡 软件方面，本项目已支持在 Python 3.8-3.11 环境中进行使用，并已在 Windows、macOS、Linux 操作系统中进行测试。 - -💻 硬件方面，因 0.3.0 版本已修改为支持不同模型部署框架接入，因此可在 CPU、GPU、NPU、MPS 等不同硬件条件下使用。 - -#### 1. 安装 LangGraph-Chatchat - -推荐使用 docker 启动服务, 查看 [Docker 安装指南](docs/install/README_docker_install.md) - -#### 2. 模型推理框架并加载模型 - -LangGraph-Chatchat 不会根据用户输入的本地模型路径直接进行模型加载，涉及到的模型种类包括 -LLM、Embedding、Reranker -及后续会提供支持的多模态模型等，均改为支持市面常见的各大模型推理框架接入，如 [Xinference](https://github.com/xorbitsai/inference)、[Ollama](https://github.com/ollama/ollama)、[LocalAI](https://github.com/mudler/LocalAI)、[FastChat](https://github.com/lm-sys/FastChat)、[One API](https://github.com/songquanpeng/one-api) -等。 - -因此，请确认在启动 LangGraph-Chatchat 项目前，首先进行模型推理框架的运行，并加载所需使用的模型。 - -这里以 Xinference 举例, -请参考 [Xinference文档](https://inference.readthedocs.io/zh-cn/latest/getting_started/installation.html) 进行框架部署与模型加载。 - -> [!WARNING] -> 为避免依赖冲突，请将 LangGraph-Chatchat 和模型部署框架如 Xinference 等放在不同的 Python 虚拟环境中, 比如 conda, venv, -> virtualenv 等。 - -#### 3. 初始化项目配置与数据目录 - -LangGraph-Chatchat 使用本地 `yaml` 文件的方式进行配置，用户可以直接查看并修改其中的内容。 - -1. 修改配置文件 - -- 配置模型（model_settings.yaml） - 需要根据步骤 **2. 模型推理框架并加载模型** - 中选用的模型推理框架与加载的模型进行模型接入配置，具体参考 `model_settings.yaml` 中的注释。主要修改以下内容： - ```yaml - # 默认选用的 LLM 名称 - DEFAULT_LLM_MODEL: qwen1.5-chat - - # 默认选用的 Embedding 名称 - DEFAULT_EMBEDDING_MODEL: bge-large-zh-v1.5 +### Docker 安装部署 (一定要看) - # 将 `LLM_MODEL_CONFIG` 中 `llm_model, action_model` 的键改成对应的 LLM 模型 - # 在 `MODEL_PLATFORMS` 中修改对应模型平台信息 - ``` -- 配置知识库路径（basic_settings.yaml）（可选） - 默认知识库位于 `CHATCHAT_ROOT/data/knowledge_base`，如果你想把知识库放在不同的位置，或者想连接现有的知识库，可以在这里修改对应目录即可。 - ```yaml - # 知识库默认存储路径 - KB_ROOT_PATH: D:\chatchat-test\data\knowledge_base - - # 数据库默认存储路径。如果使用sqlite，可以直接修改DB_ROOT_PATH；如果使用其它数据库，请直接修改SQLALCHEMY_DATABASE_URI。 - DB_ROOT_PATH: D:\chatchat-test\data\knowledge_base\info.db - - # 知识库信息数据库连接URI - SQLALCHEMY_DATABASE_URI: sqlite:///D:\chatchat-test\data\knowledge_base\info.db - ``` -- 配置知识库（kb_settings.yaml）（可选） - - 默认使用 `FAISS` 知识库，如果想连接其它类型的知识库，可以修改 `DEFAULT_VS_TYPE` 和 `kbs_config`。 - -#### 4. 初始化知识库 - -> [!WARNING] -> 进行知识库初始化前，请确保已经启动模型推理框架及对应 `embedding` 模型，且已按照上述**步骤3**完成模型接入配置。 -> Docker 部署推荐在 UI 操作, 源码部署可用命令行操作。 -```shell -chatchat kb -r -``` - -出现以下日志即为成功: - -```text - ----------------------------------------------------------------------------------------------------- -知识库名称 ：samples -知识库类型 ：faiss -向量模型： ：bge-large-zh-v1.5 -知识库路径 ：/root/anaconda3/envs/chatchat/lib/python3.11/site-packages/chatchat/data/knowledge_base/samples -文件总数量 ：47 -入库文件数 ：42 -知识条目数 ：740 -用时 ：0:02:29.701002 ----------------------------------------------------------------------------------------------------- - -总计用时 ：0:02:33.414425 - -``` - -> [!Note] -> 知识库初始化的常见问题 -> ->
-> -> ##### 1. Windows 下重建知识库或添加知识文件时卡住不动 -> 此问题常出现于新建虚拟环境中，可以通过以下方式确认： -> -> `from unstructured.partition.auto import partition` -> -> 如果该语句卡住无法执行，可以执行以下命令： -> ```shell -> pip uninstall python-magic-bin -> # check the version of the uninstalled package -> pip install 'python-magic-bin=={version}' -> ``` -> 然后按照本节指引重新创建知识库即可。 -> ->
- -#### 5. 启动项目 - -```shell -chatchat start -a -``` - -出现以下界面即为启动成功: - -![WebUI界面](docs/img/langchain_chatchat_webui.png) - -> [!WARNING] -> 由于 chatchat 配置默认监听地址 `DEFAULT_BIND_HOST` 为 127.0.0.1, 所以无法通过其他 ip 进行访问。 -> -> 如需通过机器ip 进行访问(如 Linux 系统), 需要到 `basic_settings.yaml` 中将监听地址修改为 0.0.0.0。 -> +查看 [Docker 安装指南](docs/install/README_docker_install.md) ### 源码安装部署/开发部署 -源码安装部署请参考 [开发指南](docs/install/README_dev_install.md) +查看 [开发部署指南](docs/install/README_dev_install.md) ### 旧版本迁移 -* 0.3.x 结构改变很大,强烈建议您按照文档重新部署. 以下指南不保证100%兼容和成功. 记得提前备份重要数据! - - 首先按照 `安装部署` 中的步骤配置运行环境，修改配置文件 -- 将 0.2.x 项目的 knowledge_base 目录拷贝到配置的 `DATA` 目录下 +- 将 `Langchain-Chatchat` 项目的 `knowledge_base` 目录拷贝到配置的 `DATA` 目录下 --- @@ -227,7 +84,7 @@ chatchat start -a ### 项目交流群 -二维码 +二维码 🎉 LangGraph-Chatchat 项目微信交流群，如果你也对本项目感兴趣，欢迎加入群聊参与讨论交流。 @@ -238,7 +95,7 @@ chatchat start -a ``` @software{LangGraph-Chatchat, title = {{LangGraph-Chatchat}}, - author = {Liu, Qian and Zhang, Yuehua, and Song, Jinke, and Huang, Zhiguo, and Zhang, Yuxuan, and glide-the, and liunux4odoo}, + author = {Liu, Qian and Zhang, Yuehua, and Song, Jinke, and liunux4odoo, and glide-the, and Huang, Zhiguo, and Zhang, Yuxuan}, year = 2024, journal = {GitHub repository}, publisher = {GitHub}, diff --git a/README_en.md b/README_en.md deleted file mode 100644 index ca812ac..0000000 --- a/README_en.md +++ /dev/null @@ -1,540 +0,0 @@ -![](docs/img/logo-long-chatchat-trans-v2.png) - -[![pypi badge](https://img.shields.io/pypi/v/langchain-chatchat.svg)](https://shields.io/) -[![Generic badge](https://img.shields.io/badge/python-3.8%7C3.9%7C3.10%7C3.11-blue.svg)](https://pypi.org/project/pypiserver/) - -🌍 [READ THIS IN CHINESE](README.md) - -📃 **LangChain-Chatchat** (formerly Langchain-ChatGLM) - -An open-source, offline-deployable RAG and Agent application project based on large language models like ChatGLM and -application frameworks like Langchain. - ---- - -## Contents - -* [Overview](README_en.md#Overview) -* [Features](README_en.md#What-Does-Langchain-Chatchat-Offer) -* [Quick Start](README_en.md#Quick-Start) - * [Installation](README_en.md#Installation) -* [Contact Us](README_en.md#Contact-Us) - -## Overview - -🤖️ A question-answering application based on local knowledge bases using -the [langchain](https://github.com/langchain-ai/langchain) concept. The goal is to create a friendly and -offline-operable knowledge base Q&A solution that supports Chinese scenarios and open-source models. - -💡 Inspired by [GanymedeNil](https://github.com/GanymedeNil)'s -project [document.ai](https://github.com/GanymedeNil/document.ai) and [AlexZhangji](https://github.com/AlexZhangji)' -s [ChatGLM-6B Pull Request](https://github.com/THUDM/ChatGLM-6B/pull/216), this project aims to establish a local -knowledge base Q&A application fully utilizing open-source models. The latest version of the project -uses [FastChat](https://github.com/lm-sys/FastChat) to integrate models like Vicuna, Alpaca, LLaMA, Koala, and RWKV, -leveraging the [langchain](https://github.com/langchain-ai/langchain) framework to support API calls provided -by [FastAPI](https://github.com/tiangolo/fastapi) or operations using a WebUI based -on [Streamlit](https://github.com/streamlit/streamlit). - -![](docs/img/langchain_chatchat_0.3.0.png) - -✅ This project supports mainstream open-source LLMs, embedding models, and vector databases, allowing full **open-source -** model **offline private deployment**. Additionally, the project supports OpenAI GPT API -calls and will continue to expand access to various models and model APIs. - -⛓️ The implementation principle of this project is as shown below, including loading files -> reading text -> text -segmentation -> text vectorization -> question vectorization -> matching the `top k` most similar text vectors with the -question vector -> adding the matched text as context along with the question to the `prompt` -> submitting to the `LLM` -for generating answers. - -📺 [Introduction Video](https://www.bilibili.com/video/BV13M4y1e7cN/?share_source=copy_web&vd_source=e6c5aafe684f30fbe41925d61ca6d514) - -![Implementation Diagram](docs/img/langchain+chatglm.png) - -From the document processing perspective, the implementation process is as follows: - -![Implementation Diagram 2](docs/img/langchain+chatglm2.png) - -🚩 This project does not involve fine-tuning or training processes but can utilize fine-tuning or training to optimize -the project's performance. - -🌐 The `0.3.0` version code used in -the [AutoDL Mirror](https://www.codewithgpu.com/i/chatchat-space/Langchain-Chatchat/Langchain-Chatchat) has been updated -to version `v0.3.0` of this project. - -🐳 Docker images will be updated soon. - -🧑‍💻 If you want to contribute to this project, please refer to the [Developer Guide](docs/contributing/README_dev.md) -for more information on development and deployment. - -## What Does Langchain-Chatchat Offer - -### Features of Version 0.3.x - -| Features | 0.2.x | 0.3.x | -|---------------------------------|-------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------| -| Model Integration | Local: fastchat
Online: XXXModelWorker | Local: model_provider, supports most mainstream model loading frameworks
Online: oneapi
All model integrations are compatible with the openai sdk | -| Agent | ❌ Unstable | ✅ Optimized for ChatGLM3 and QWen, significantly enhanced Agent capabilities || -| LLM Conversations | ✅ | ✅ || -| Knowledge Base Conversations | ✅ | ✅ || -| Search Engine Conversations | ✅ | ✅ || -| File Conversations | ✅ Only vector search | ✅ Unified as File RAG feature, supports BM25+KNN and other retrieval methods || -| Database Conversations | ❌ | ✅ || -| ARXIV Document Conversations | ❌ | ✅ || -| Wolfram Conversations | ❌ | ✅ || -| Text-to-Image | ❌ | ✅ || -| Local Knowledge Base Management | ✅ | ✅ || -| WEBUI | ✅ | ✅ Better multi-session support, custom system prompts... | - -The core functionality of 0.3.x is implemented by Agent, but users can also manually perform tool calls: -|Operation Method|Function Implemented|Applicable Scenario| -|----------------|--------------------|-------------------| -|Select "Enable Agent", choose multiple tools|Automatic tool calls by LLM|Using models with Agent capabilities like -ChatGLM3/Qwen or online APIs| -|Select "Enable Agent", choose a single tool|LLM only parses tool parameters|Using models with general Agent -capabilities, unable to choose tools well
Want to manually select functions| -|Do not select "Enable Agent", choose a single tool|Manually fill in parameters for tool calls without using Agent -function|Using models without Agent capabilities| - -More features and updates can be experienced in the actual deployment. - -### Supported Model Deployment Frameworks and Models - -This project already supports mainstream models on the market, such as [GLM-4-Chat](https://github.com/THUDM/GLM-4) -and [Qwen2-Instruct](https://github.com/QwenLM/Qwen2), among the latest open-source large language models and embedding -models. Users need to start the model deployment framework and load the required models by modifying the configuration -information. The supported local model deployment frameworks in this project are as follows: - -| Model Deployment Framework | Xinference | LocalAI | Ollama | FastChat | -|------------------------------------|-----------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------|-------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------| -| Aligned with OpenAI API | ✅ | ✅ | ✅ | ✅ | -| Accelerated Inference Engine | GPTQ, GGML, vLLM, TensorRT | GPTQ, GGML, vLLM, TensorRT | GGUF, GGML | vLLM | -| Model Types Supported | LLM, Embedding, Rerank, Text-to-Image, Vision, Audio | LLM, Embedding, Rerank, Text-to-Image, Vision, Audio | LLM, Text-to-Image, Vision | LLM, Vision | -| Function Call | ✅ | ✅ | ✅ | / | -| More Platform Support (CPU, Metal) | ✅ | ✅ | ✅ | ✅ | -| Heterogeneous | ✅ | ✅ | / | / | -| Cluster | ✅ | ✅ | / | / | -| Documentation Link | [Xinference Documentation](https://inference.readthedocs.io/zh-cn/latest/models/builtin/index.html) | [LocalAI Documentation](https://localai.io/model-compatibility/) | [Ollama Documentation](https://github.com/ollama/ollama?tab=readme-ov-file#model-library) | [FastChat Documentation](https://github.com/lm-sys/FastChat#install) | -| Available Models | [Xinference Supported Models](https://inference.readthedocs.io/en/latest/models/builtin/index.html) | [LocalAI Supported Models](https://localai.io/model-compatibility/#/) | [Ollama Supported Models](https://ollama.com/library#) | [FastChat Supported Models](https://github.com/lm-sys/FastChat/blob/main/docs/model_support.md) | - -In addition to the above local model loading frameworks, the project also supports -the [One API](https://github.com/songquanpeng/one-api) framework for integrating online APIs, supporting commonly used -online APIs such -as [OpenAI ChatGPT](https://platform.openai.com/docs/guides/gpt/chat-completions-api), [Azure OpenAI API](https://learn.microsoft.com/en-us/azure/ai-services/openai/reference), [Anthropic Claude](https://anthropic.com/), [Zhipu Qingyan](https://bigmodel.cn/), -and [Baichuan](https://platform.baichuan-ai.com/). - -> [!Note] -> Regarding Xinference loading local models: -> Xinference built-in models will automatically download. To load locally downloaded models, you can -> execute `streamlit run xinference_manager.py` in the tools/model_loaders directory of the project after starting the -> Xinference service and set the local path for the specified model as prompted on the page. - -## Quick Start - -### Installation - -#### 0. Software and Hardware Requirements - -💡 On the software side, this project supports Python 3.8-3.11 environments and has been tested on Windows, macOS, and -Linux operating systems. - -💻 On the hardware side, as version 0.3.0 has been modified to support integration with different model deployment -frameworks, it can be used under various hardware conditions such as CPU, GPU, NPU, and MPS. - -#### 1. Install Langchain-Chatchat - -Starting from version 0.3.0, Langchain-Chatchat provides installation in the form of a Python library. Execute the -following command for installation: - -```shell -pip install langchain-chatchat -U -``` - -[!Note] -> Since the model deployment framework Xinference requires additional Python dependencies when integrated with -> Langchain-Chatchat, it is recommended to use the following installation method if you want to use it with the -> Xinference -> framework: -> ```shell -> pip install "langchain-chatchat[xinference]" -U -> ``` - -2. Model Inference Framework and Load Models - -2. Model Inference Framework and Load Models - -Starting from version 0.3.0, Langchain-Chatchat no longer directly loads models based on the local model path entered by -users. The involved model types include LLM, Embedding, Reranker, and the multi-modal models to be supported in the -future. Instead, it supports integration with mainstream model inference frameworks such -as [Xinference](https://github.com/xorbitsai/inference), [Ollama](https://github.com/ollama/ollama), [LocalAI](https://github.com/mudler/LocalAI), [FastChat](https://github.com/lm-sys/FastChat) -and [One API](https://github.com/songquanpeng/one-api). - -Therefore, please ensure to run the model inference framework and load the required models before starting -Langchain-Chatchat. - -Here is an example of Xinference. Please refer to -the [Xinference Document](https://inference.readthedocs.io/zh-cn/latest/getting_started/installation.html) for framework -deployment and model loading. - -> [!WARNING] -> To avoid dependency conflicts, place Langchain-Chatchat and model deployment frameworks like Xinference in different -> Python virtual environments, such as conda, venv, virtualenv, etc. - -#### 3. View and Modify Langchain-Chatchat Configuration - -Starting from version 0.3.0, Langchain-Chatchat no longer modifies the configuration through local files but uses -command-line methods and will add configuration item modification pages in future versions. - -The following introduces how to view and modify the configuration. - -##### 3.1 View chatchat-config Command Help - -Enter the following command to view the optional configuration types: - -```shell -chatchat-config --help -``` - -You will get the following response: - -```text -Usage: chatchat-config [OPTIONS] COMMAND [ARGS]... - - 指令` chatchat-config` 工作空间配置 - -Options: - --help Show this message and exit. - -Commands: - basic 基础配置 - kb 知识库配置 - model 模型配置 - server 服务配置 -``` - -You can choose the required configuration type based on the above commands. For example, to view or -modify `basic configuration`, you can enter the following command to get help information: - -```shell -chatchat-config basic --help -``` - -You will get the following response: - -```text -Usage: chatchat-config basic [OPTIONS] - - 基础配置 - -Options: - --verbose [true|false] 是否开启详细日志 - --data TEXT 初始化数据存放路径，注意：目录会清空重建 - --format TEXT 日志格式 - --clear 清除配置 - --show 显示配置 - --help Show this message and exit. -``` - -##### 3.2 Use chatchat-config to Modify Corresponding Configuration Parameters - -To modify the `default llm` model in `model configuration`, you can execute the following command to view the -configuration item names: - -```shell -chatchat-config basic --show -``` - -If no configuration item modification is made, the default configuration is as follows: - -```text -{ - "log_verbose": false, - "CHATCHAT_ROOT": "/root/anaconda3/envs/chatchat/lib/python3.11/site-packages/chatchat", - "DATA_PATH": "/root/anaconda3/envs/chatchat/lib/python3.11/site-packages/chatchat/data", - "IMG_DIR": "/root/anaconda3/envs/chatchat/lib/python3.11/site-packages/chatchat/img", - "NLTK_DATA_PATH": "/root/anaconda3/envs/chatchat/lib/python3.11/site-packages/chatchat/data/nltk_data", - "LOG_FORMAT": "%(asctime)s - %(filename)s[line:%(lineno)d] - %(levelname)s: %(message)s", - "LOG_PATH": "/root/anaconda3/envs/chatchat/lib/python3.11/site-packages/chatchat/data/logs", - "MEDIA_PATH": "/root/anaconda3/envs/chatchat/lib/python3.11/site-packages/chatchat/data/media", - "BASE_TEMP_DIR": "/root/anaconda3/envs/chatchat/lib/python3.11/site-packages/chatchat/data/temp", - "class_name": "ConfigBasic" -} -``` - -##### 3.3 Use chatchat-config to Modify Corresponding Configuration Parameters - -To modify the default `llm model` in `model configuration`, you can execute the following command to view the -configuration item names: - -```shell -chatchat-config model --help -``` - -You will get: - -```text -Usage: chatchat-config model [OPTIONS] - - 模型配置 - -Options: - --default_llm_model TEXT 默认llm模型 - --default_embedding_model TEXT 默认embedding模型 - --agent_model TEXT agent模型 - --history_len INTEGER 历史长度 - --max_tokens INTEGER 最大tokens - --temperature FLOAT 温度 - --support_agent_models TEXT 支持的agent模型 - --set_model_platforms TEXT 模型平台配置 as a JSON string. - --set_tool_config TEXT 工具配置项 as a JSON string. - --clear 清除配置 - --show 显示配置 - --help Show this message and exit. -``` - -First, view the current `model configuration` parameters: - -```shell -chatchat-config model --show -``` - -You will get: - -```text -{ - "DEFAULT_LLM_MODEL": "glm4-chat", - "DEFAULT_EMBEDDING_MODEL": "bge-large-zh-v1.5", - "Agent_MODEL": null, - "HISTORY_LEN": 3, - "MAX_TOKENS": null, - "TEMPERATURE": 0.7, - ... - "class_name": "ConfigModel" -} -``` - -To modify the `default llm` model to `qwen2-instruct`, execute: - -```shell -chatchat-config model --default_llm_model qwen2-instruct -``` - -For more configuration modification help, refer to [README.md](libs/chatchat-server/README.md) - -4. Custom Model Integration Configuration - -After completing the above project configuration item viewing and modification, proceed to step 2. Model Inference -Framework and Load Models and select the model inference framework and loaded models. Model inference frameworks include -[Xinference](https://github.com/xorbitsai/inference),[Ollama](https://github.com/ollama/ollama),[LocalAI](https://github.com/mudler/LocalAI),[FastChat](https://github.com/lm-sys/FastChat) -and [One API](https://github.com/songquanpeng/one-api), supporting new Chinese open-source models -like [GLM-4-Chat](https://github.com/THUDM/GLM-4) and [Qwen2-Instruct](https://github.com/QwenLM/Qwen2) - -If you already have an address with the capability of an OpenAI endpoint, you can directly configure it in -MODEL_PLATFORMS as follows: - -```text -chatchat-config model --set_model_platforms TEXT Configure model platforms as a JSON string. -``` - -- `platform_name` can be arbitrarily filled, just ensure it is unique. -- `platform_type` might be used in the future for functional distinctions based on platform types, so it should match - the platform_name. -- List the models deployed on the framework in the corresponding list. Different frameworks can load models with the - same name, and the project will automatically balance the load. -- Set up the model - -```shell -$ chatchat-config model --set_model_platforms "[{ - \"platform_name\": \"xinference\", - \"platform_type\": \"xinference\", - \"api_base_url\": \"http://127.0.0.1:9997/v1\", - \"api_key\": \"EMPT\", - \"api_concurrencies\": 5, - \"llm_models\": [ - \"autodl-tmp-glm-4-9b-chat\" - ], - \"embed_models\": [ - \"bge-large-zh-v1.5\" - ], - \"image_models\": [], - \"reranking_models\": [], - \"speech2text_models\": [], - \"tts_models\": [] -}]" -``` - -#### 5. Initialize Knowledge Base - -> [!WARNING] -> Before initializing the knowledge base, ensure that the model inference framework and corresponding embedding model -> are -> running, and complete the model integration configuration as described in steps 3 and 4. - -```shell -cd # Return to the original directory -chatchat-kb -r -``` - -Specify text-embedding model for initialization (if needed): - -``` -cd # Return to the original directory -chatchat-kb -r --embed-model=text-embedding-3-smal -``` - -Successful output will be: - -```text - ----------------------------------------------------------------------------------------------------- -知识库名称 ：samples -知识库类型 ：faiss -向量模型： ：bge-large-zh-v1.5 -知识库路径 ：/root/anaconda3/envs/chatchat/lib/python3.11/site-packages/chatchat/data/knowledge_base/samples -文件总数量 ：47 -入库文件数 ：42 -知识条目数 ：740 -用时 ：0:02:29.701002 ----------------------------------------------------------------------------------------------------- - -总计用时 ：0:02:33.414425 - -``` - -The knowledge base path is in the knowledge_base directory under the path pointed by the *DATA_PATH* variable in -step `3.2`: - -```shell -(chatchat) [root@VM-centos ~]# ls /root/anaconda3/envs/chatchat/lib/python3.11/site-packages/chatchat/data/knowledge_base/samples/vector_store -bge-large-zh-v1.5 text-embedding-3-small -``` - -##### Frequently asked questions - -##### 1. Stuck when rebuilding the knowledge base or adding knowledge files under Windows - -This issue often occurs in newly created virtual environments and can be confirmed through the following methods: - -`from unstructured.partition.auto import partition` - -If the statement gets stuck and cannot be executed, the following command can be executed: - -```shell -pip uninstall python-magic-bin -# check the version of the uninstalled package -pip install 'python-magic-bin=={version}' -``` - -Then follow the instructions in this section to recreate the knowledge base. - -#### 6. Start the Project - -```shell -chatchat -a -``` - -Successful startup output: - -![WebUI](docs/img/langchain_chatchat_webui.png) - -> [!WARNING] -> As the `DEFAULT_BIND_HOST` of the chatchat-config server configuration is set to `127.0.0.1` by default, it cannot be -> accessed through other IPs. -> -> To modify, refer to the following method: ->
-> Instructions -> -> ```shell -> chatchat-config server --show -> ``` -> You will get: -> ```text -> { -> "HTTPX_DEFAULT_TIMEOUT": 300.0, -> "OPEN_CROSS_DOMAIN": true, -> "DEFAULT_BIND_HOST": "127.0.0.1", -> "WEBUI_SERVER_PORT": 8501, -> "API_SERVER_PORT": 7861, -> "WEBUI_SERVER": { -> "host": "127.0.0.1", -> "port": 8501 -> }, -> "API_SERVER": { -> "host": "127.0.0.1", -> "port": 7861 -> }, -> "class_name": "ConfigServer" -> } -> ``` -> To access via the machine's IP (such as in a Linux system), change the listening address to `0.0.0.0`. -> ```shell -> chatchat-config server --default_bind_host=0.0.0.0 -> ``` -> You will get: -> ```text -> { -> "HTTPX_DEFAULT_TIMEOUT": 300.0, -> "OPEN_CROSS_DOMAIN": true, -> "DEFAULT_BIND_HOST": "0.0.0.0", -> "WEBUI_SERVER_PORT": 8501, -> "API_SERVER_PORT": 7861, -> "WEBUI_SERVER": { -> "host": "0.0.0.0", -> "port": 8501 -> }, -> "API_SERVER": { -> "host": "0.0.0.0", -> "port": 7861 -> }, -> "class_name": "ConfigServer" -> } -> ``` ->
- -### Migration from Older Versions - -* The structure of 0.3.x has changed significantly, it is strongly recommended to redeploy according to the - documentation. - The following guide does not guarantee 100% compatibility and success. Remember to backup important data in advance! - -- First configure the operating environment according to the steps in `Installation`. -- Configure `DATA` and other options. -- Copy the knowledge_base directory of the 0.2.x project to the configured `DATA` directory. - ---- - -## License - -The code of this project follows the [Apache-2.0](LICENSE) agreement. - -## Project Milestones - -+ `April 2023`: `Langchain-ChatGLM 0.1.0` released, supporting local knowledge base question and answer based on - ChatGLM-6B model. -+ `August 2023`: `Langchain-ChatGLM` renamed to `Langchain-Chatchat`, released `0.2.0` version, using `fastchat` as - model loading solution, supporting more models and databases. -+ `October 2023`: `Langchain-Chatchat 0.2.5` released, launching Agent content, open source project won the third prize - in the hackathon held by `Founder Park & ​​Zhipu AI & Zilliz`. -+ `December 2023`: `Langchain-Chatchat` open source project received more than **20K** stars. -+ `June 2024`: `Langchain-Chatchat 0.3.0` released, bringing a new project architecture. - -+ 🔥 Let us look forward to the future story of Chatchat ··· - -## Contact Us - -### Telegram - -[![Telegram](https://img.shields.io/badge/Telegram-2CA5E0?style=for-the-badge&logo=telegram&logoColor=white "langchain-chatchat")](https://t.me/+RjliQ3jnJ1YyN2E9) - -### Project Exchange Group - -二维码 - -🎉 Langchain-Chatchat project WeChat exchange group, if you are also interested in this project, welcome to join the -group chat to participate in the discussion. - -### Official Account - -二维码 - -🎉 Langchain-Chatchat project official public account, welcome to scan the code to follow. diff --git a/chatchat-server/chatchat/settings.py b/chatchat-server/chatchat/settings.py index 3d870a4..6999834 100644 --- a/chatchat-server/chatchat/settings.py +++ b/chatchat-server/chatchat/settings.py @@ -334,10 +334,10 @@ class ApiModelSettings(BaseFileSettings): model_config = SettingsConfigDict(yaml_file=CHATCHAT_ROOT / "model_settings.yaml") - DEFAULT_LLM_MODEL: str = "glm4-chat" + DEFAULT_LLM_MODEL: str = "qwen2.5-instruct" """默认选用的 LLM 名称""" - DEFAULT_EMBEDDING_MODEL: str = "bge-m3" + DEFAULT_EMBEDDING_MODEL: str = "bge-large-zh-v1.5" """默认选用的 Embedding 名称""" HISTORY_LEN: int = 10 diff --git a/chatchat-server/poetry.lock b/chatchat-server/poetry.lock index a2d16ae..f049ab5 100644 --- a/chatchat-server/poetry.lock +++ b/chatchat-server/poetry.lock @@ -2668,13 +2668,13 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (> [[package]] name = "jupyterlab" -version = "4.3.0" +version = "4.3.1" description = "JupyterLab computational environment" optional = false python-versions = ">=3.8" files = [ - {file = "jupyterlab-4.3.0-py3-none-any.whl", hash = "sha256:f67e1095ad61ae04349024f0b40345062ab108a0c6998d9810fec6a3c1a70cd5"}, - {file = "jupyterlab-4.3.0.tar.gz", hash = "sha256:7c6835cbf8df0af0ec8a39332e85ff11693fb9a468205343b4fc0bfbc74817e5"}, + {file = "jupyterlab-4.3.1-py3-none-any.whl", hash = "sha256:2d9a1c305bc748e277819a17a5d5e22452e533e835f4237b2f30f3b0e491e01f"}, + {file = "jupyterlab-4.3.1.tar.gz", hash = "sha256:a4a338327556443521731d82f2a6ccf926df478914ca029616621704d47c3c65"}, ] [package.dependencies] diff --git a/docker/docker-compose.yaml b/docker/docker-compose.yaml index 9627b8b..4615568 100644 --- a/docker/docker-compose.yaml +++ b/docker/docker-compose.yaml @@ -1,37 +1,34 @@ version: '3.9' services: + xinference: + # DockerHub + image: chatchatspace/xinference:qwen2.5-2024-1117 + # 阿里云 + # image: registry.cn-beijing.aliyuncs.com/chatchat/xinference:qwen2.5-2024-1117 + restart: no # 异常退出后需要手动拉起, 并进入容器内启动模型, 命令见 README_docker_install.md + command: xinference-local -H 0.0.0.0 + ports: + - "9997:9997" + deploy: + resources: + reservations: + devices: + - driver: nvidia + count: all + capabilities: [gpu] + runtime: nvidia + # 模型源更改为 ModelScope, 默认为 HuggingFace + # environment: + # - XINFERENCE_MODEL_SRC=modelscope chatchat: - image: ccr.ccs.tencentyun.com/langgraph-chatchat/langgraph-chatchat:v0.0.1-1113 + image: ccr.ccs.tencentyun.com/langgraph-chatchat/langgraph-chatchat:v0.0.1-1117 restart: always ports: - - "8501:8501" - # - "7861:7861" # langgraph-chatchat 计划全部移除 FastAPI 依赖 + - "80:8501" + depends_on: # 可选 + - xinference # 知识库和配置文件挂载 # 1. 将 LangGraph-Chatchat/docker/chatchat_data.tar.gz 下载到本地并解压, 比如说解压缩后目录为 /root/chatchat_data # 2. 将本地路径(/root/chatchat_data)挂载到容器默认数据路径($CHATCHAT_ROOT)中 volumes: - - /root/chatchat_data:/root/chatchat_data -# xinference: -# image: xprobe/xinference:v0.12.3 -# restart: always -# command: xinference-local -H 0.0.0.0 -# # ports: # 不使用 host network 时可打开. -# # - "9997:9997" -# network_mode: "host" -# # 将本地路径(~/xinference)挂载到容器路径(/root/.xinference)中, -# # 详情见: https://inference.readthedocs.io/zh-cn/latest/getting_started/using_docker_image.html -# volumes: -# - ~/xinference:/root/.xinference -# # - ~/xinference/cache/huggingface:/root/.cache/huggingface -# # - 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a/docs/install/README_build_xinference_image.md b/docs/install/README_build_xinference_image.md new file mode 100644 index 0000000..7922143 --- /dev/null +++ b/docs/install/README_build_xinference_image.md @@ -0,0 +1,115 @@ +本文指导如何打一个 Xinference[v1.0.0]启动模型的 docker 镜像 +1. 参考文档 [自定义镜像](https://inference.readthedocs.io/zh-cn/latest/getting_started/using_docker_image.html#dockerfile-for-custom-build) +2. 下载 Xinference 默认镜像 +3. 启动 Xinference 默认镜像, 并将系统文件 /data 挂载进容器中 +```shell +docker run -itd \ + -v ~/data/.xinference:/root/.xinference \ + -v ~/data/.cache/huggingface:/root/.cache/huggingface \ + -v ~/data/.cache/modelscope:/root/.cache/modelscope \ + -p 9997:9997 \ + --gpus all \ + test:latest \ + xinference-local -H 0.0.0.0 +``` +4. 启动后, 登陆 UI 下载需要的模型 +确认 +```shell +(base) [root@VM-128-14-tencentos ~]# cd data +(base) [root@VM-128-14-tencentos data]# ls +(base) [root@VM-128-14-tencentos data]# ls -la +total 16 +drwxr-xr-x 4 root root 4096 Nov 16 23:00 . +dr-xr-x--- 11 root root 4096 Nov 17 16:06 .. +drwxr-xr-x 4 root root 4096 Nov 16 23:00 .cache +drwxr-xr-x 4 root root 4096 Nov 16 23:14 .xinference +(base) [root@VM-128-14-tencentos data]# du -sh .cache +17G .cache +(base) [root@VM-128-14-tencentos data]# du -sh .xinference +216K .xinference +``` +5. 将服务停掉, 开启打镜像 +```shell +git clone https://github.com/xorbitsai/inference.git +cd inference +cp ~/data . +``` +预期 +```shell +(base) [root@VM-128-14-tencentos ~]# cd inference/ +(base) [root@VM-128-14-tencentos inference]# ls +assets data examples MANIFEST.in README_ja_JP.md README_zh_CN.md setup.py xinference +benchmark doc LICENSE pyproject.toml README.md setup.cfg versioneer.py +(base) [root@VM-128-14-tencentos inference]# du -sh data/.cache +17G data/.cache +(base) [root@VM-128-14-tencentos inference]# du -sh data/.xinference/ +212K data/.xinference/ +``` +6.修改 Dockerfile +```shell +(base) [root@VM-128-14-tencentos ~]# cd inference/ +(base) [root@VM-128-14-tencentos inference]# vim xinference/deploy/docker/Dockerfile +``` +在 Dockerfile 最后新增如下内容 +```text +# copy model +COPY data /root/ +``` +整体内容(v1.0.0)如下： +```text +FROM vllm/vllm-openai:v0.6.0 + +COPY . /opt/inference +WORKDIR /opt/inference + +ENV NVM_DIR /usr/local/nvm +ENV NODE_VERSION 14.21.1 + +RUN apt-get -y update \ + && apt install -y curl procps git libgl1 ffmpeg \ + # upgrade libstdc++ and libc for llama-cpp-python + && printf "\ndeb https://mirrors.tuna.tsinghua.edu.cn/ubuntu/ jammy main restricted universe multiverse" >> /etc/apt/sources.list \ + && apt-get -y update \ + && apt-get install -y --only-upgrade libstdc++6 && apt install -y libc6 \ + && mkdir -p $NVM_DIR \ + && curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.39.7/install.sh | bash \ + && . $NVM_DIR/nvm.sh \ + && nvm install $NODE_VERSION \ + && nvm alias default $NODE_VERSION \ + && nvm use default \ + && apt-get -yq clean + +ENV PATH $NVM_DIR/versions/node/v$NODE_VERSION/bin:$PATH +ENV LD_LIBRARY_PATH $LD_LIBRARY_PATH:/usr/local/lib/python3.10/dist-packages/nvidia/cublas/lib + +ARG PIP_INDEX=https://pypi.org/simple +RUN pip install --upgrade -i "$PIP_INDEX" pip && \ + pip install -i "$PIP_INDEX" "diskcache>=5.6.1" "jinja2>=2.11.3" && \ + # use pre-built whl package for llama-cpp-python, otherwise may core dump when init llama in some envs + pip install "llama-cpp-python>=0.2.82" -i https://abetlen.github.io/llama-cpp-python/whl/cu124 && \ + pip install -i "$PIP_INDEX" --upgrade-strategy only-if-needed -r /opt/inference/xinference/deploy/docker/requirements.txt && \ + pip install -i "$PIP_INDEX" --no-deps sglang && \ + pip uninstall flashinfer -y && \ + pip install flashinfer -i https://flashinfer.ai/whl/cu124/torch2.4 && \ + cd /opt/inference && \ + python3 setup.py build_web && \ + git restore . && \ + pip install -i "$PIP_INDEX" --no-deps "." && \ + # clean packages + pip cache purge + +# copy model +COPY data /root/ + +# Overwrite the entrypoint of vllm's base image +ENTRYPOINT [] +CMD ["/bin/bash"] +``` +7. 打镜像 +```shell +docker build --progress=plain -t chatchatspace/xinference:qwen2.5 -f xinference/deploy/docker/Dockerfile --platform=linux/amd64 . +``` +8. 启动容器 +```shell +docker run -itd -p 9997:9997 --gpus all chatchatspace/xinference:qwen2.5 xinference-local -H 0.0.0.0 --log-level debug +``` \ No newline at end of file diff --git a/docs/install/README_dev_install.md b/docs/install/README_dev_install.md index 2f41272..226ce5d 100644 --- a/docs/install/README_dev_install.md +++ b/docs/install/README_dev_install.md @@ -1,4 +1,7 @@ # LangGraph-Chatchat 源代码部署/开发部署指南 +> [!WARNING] +> 为避免依赖冲突，请将 LangGraph-Chatchat 和模型部署框架如 Xinference 等放在不同的 Python 虚拟环境中, 比如 conda, venv, +> virtualenv 等。 ## 0. 拉取项目代码 @@ -72,6 +75,31 @@ python chatchat/cli.py kb --recreate-vs ``` 如需使用其它 Embedding 模型，或者重建特定的知识库，请查看 `python chatchat/cli.py kb --help` 了解更多的参数。 +> [!WARNING] +> 进行知识库初始化前，请确保已经启动模型推理框架及对应 `embedding` 模型，且已按照上述**步骤3**完成模型接入配置。 +> Docker 部署推荐在 UI 操作, 源码部署可用命令行操作。 +```shell +chatchat kb -r +``` + +出现以下日志即为成功: + +```text + +---------------------------------------------------------------------------------------------------- +知识库名称 ：samples +知识库类型 ：faiss +向量模型： ：bge-large-zh-v1.5 +知识库路径 ：/root/anaconda3/envs/chatchat/lib/python3.11/site-packages/chatchat/data/knowledge_base/samples +文件总数量 ：47 +入库文件数 ：42 +知识条目数 ：740 +用时 ：0:02:29.701002 +---------------------------------------------------------------------------------------------------- + +总计用时 ：0:02:33.414425 +``` + ## 5. 启动服务 ```shell diff --git a/docs/install/README_docker_install.md b/docs/install/README_docker_install.md index 13e7419..314bb1d 100644 --- a/docs/install/README_docker_install.md +++ b/docs/install/README_docker_install.md @@ -1,36 +1,41 @@ -# LangGraph-Chatchat 容器化部署指引 +# `LangGraph-Chatchat` 容器化部署指引 -> 提示: 此指引为在 Linux(CentOS) 环境下编写完成, 其他环境下暂未测试, 理论上可行. +> 提示: 此指引为在 `Linux(CentOS)` 环境下编写完成, 其他环境下暂未测试, 理论上可行. > -> LangGraph-Chatchat docker 镜像已支持多架构(amd64/arm64). - -## 一. LangGraph-Chatchat 部署 +> `LangGraph-Chatchat` `Docker` 镜像已支持 `amd64` 和 `arm64`. +> +> 本项目默认提供的 `Xinference` `Docker` 镜像只支持 `amd64`. -### 1. 安装 docker 和 docker-compose -- 安装 docker 文档参见: [Install Docker Engine](https://docs.docker.com/engine/install/). +## 一、安装 `docker` 和 `docker-compose` +- 安装 `docker` 文档参见: [Install Docker Engine](https://docs.docker.com/engine/install/). -- 安装 docker-compose 文档参见: +- 安装 `docker-compose` 文档参见: - - [Install Compose standalone](https://docs.docker.com/compose/install/standalone/) - - [版本列表](https://github.com/docker/compose/releases) -- - 举例: Linux X86 环境 可下载 [docker-compose-linux-x86_64](https://github.com/docker/compose/releases/download/v2.27.3/docker-compose-linux-x86_64) 使用. -```shell -cd ~ -wget https://github.com/docker/compose/releases/download/v2.27.3/docker-compose-linux-x86_64 -mv docker-compose-linux-x86_64 /usr/bin/docker-compose -chmod +x /usr/bin/docker-compose -which docker-compose -``` -```text -/usr/bin/docker-compose -``` +- - 举例: `Linux` `x86` 环境 可下载 `docker-compose-linux-x86_64` 使用. ```shell -docker-compose -v -``` -```text -Docker Compose version v2.27.3 +(x) [root@VM-128-14-tencentos ~]$ cd ~ +(x) [root@VM-128-14-tencentos ~]$ curl -SL https://github.com/docker/compose/releases/download/v2.30.3/docker-compose-linux-x86_64 -o /usr/local/bin/docker-compose + % Total % Received % Xferd Average Speed Time Time Time Current + Dload Upload Total Spent Left Speed + 0 0 0 0 0 0 0 0 --:--:-- --:--:-- --:--:-- 0 +100 61.0M 100 61.0M 0 0 12.7M 0 0:00:04 0:00:04 --:--:-- 11.5M +(x) [root@VM-128-14-tencentos ~]$ chmod +x /usr/local/bin/docker-compose +(x) [root@VM-128-14-tencentos ~]$ sudo ln -s /usr/local/bin/docker-compose /usr/bin/docker-compose +(x) [root@VM-128-14-tencentos ~]$ ls -l /usr/bin/docker-compose +lrwxrwxrwx 1 root root 29 Nov 17 19:46 /usr/bin/docker-compose -> /usr/local/bin/docker-compose +(x) [root@VM-128-14-tencentos ~]$ which docker-compose +/usr/local/bin/docker-compose +(x) [root@VM-128-14-tencentos ~]$ docker-compose -v +Docker Compose version v2.30.3 ``` -### 3. 下载 LangGraph-Chatchat +## 二、安装 `NVIDIA Container Toolkit` +寻找适合你环境的 `NVIDIA Container Toolkit` 版本, 文档参见: [Installing the NVIDIA Container Toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html) +- `Installation` 必须执行 +- `Configuration` 必须执行 + +## 三、下载 `LangGraph-Chatchat` ```shell cd ~ git clone https://github.com/chatchat-space/LangGraph-Chatchat.git @@ -39,12 +44,14 @@ tar -xvf chatchat_data.tar.gz -C /root/ cp docker-compose.yaml /root/docker-compose.yaml ``` -### 4. 配置模型 -修改`model_settings.yaml`中`DEFAULT_LLM_MODEL`,`DEFAULT_EMBEDDING_MODEL`,`MODEL_PLATFORMS`,`api_key`等配置. +## 四、配置模型 +`LangGraph-Chatchat` 使用本地 `yaml` 文件的方式进行配置, 用户可以直接查看并修改其中的内容. + +### 查看目录结构 ```shell -[root@VM-1-10-centos chatchat_data]# ls +[root@VM-1-10-centos chatchat_data]$ ls basic_settings.yaml data kb_settings.yaml model_settings.yaml prompt_settings.yaml tool_settings.yaml -[root@VM-1-10-centos chatchat_data]# ll +[root@VM-1-10-centos chatchat_data]$ ls -l total 28 -rw-r--r-- 1 root root 2191 Nov 12 21:21 basic_settings.yaml drwxr-xr-x 6 root root 4096 Nov 13 01:49 data @@ -54,38 +61,144 @@ drwxr-xr-x 6 root root 4096 Nov 13 01:49 data -rw-r--r-- 1 root root 3641 Nov 13 00:55 tool_settings.yaml ``` -### 5. 启动服务 +### 数据目录各文件作用解释: +- `data` 项目知识库目录, 储存知识库数据, 体验时不需要修改; +- `basic_settings.yaml` 项目基础配置, 涉及到一些数据目录、数据库地址、项目端口等配置, 体验时不需要修改; +- `kb_settings.yaml` 知识库配置, 体验时不需要修改; +- `model_settings.yaml` 模型配置, 涉及到默认 `LLM` 和 `Embedding Model` 等的配置, 体验时不需要修改; +- `prompt_settings.yaml` 指令配置, 此配置后续可能会有调整, 暂时不需要修改; +- `tool_settings.yaml` 工具配置, 部分工具需要配置 `api key` 等, 体验时不需要修改. + +### 如果需要修改, 可以参考如下: +- 配置模型 `model_settings.yaml` + 需要根据选用的模型推理框架与加载的模型进行模型接入配置，具体参考 `model_settings.yaml` 中的注释。主要修改以下内容： + ```yaml + # 默认选用的 LLM 名称 + DEFAULT_LLM_MODEL: qwen2.5-instruct + + # 默认选用的 Embedding 名称 + DEFAULT_EMBEDDING_MODEL: bge-large-zh-v1.5 + + # 将 `LLM_MODEL_CONFIG` 中 `llm_model, action_model` 的键改成对应的 LLM 模型 + # 在 `MODEL_PLATFORMS` 中修改对应模型平台信息 + ``` + +- 配置知识库路径 `basic_settings.yaml` + 默认知识库位于 `CHATCHAT_ROOT/data/knowledge_base`，如果你想把知识库放在不同的位置，或者想连接现有的知识库，可以在这里修改对应目录即可。 + ```yaml + # 知识库默认存储路径 + KB_ROOT_PATH: D:\chatchat-test\data\knowledge_base + + # 数据库默认存储路径。如果使用sqlite，可以直接修改DB_ROOT_PATH；如果使用其它数据库，请直接修改SQLALCHEMY_DATABASE_URI。 + DB_ROOT_PATH: D:\chatchat-test\data\knowledge_base\info.db + + # 知识库信息数据库连接URI + SQLALCHEMY_DATABASE_URI: sqlite:///D:\chatchat-test\data\knowledge_base\info.db + ``` +- 配置知识库 `kb_settings.yaml` + 默认使用 `FAISS` 知识库，如果想连接其它类型的知识库，可以修改 `DEFAULT_VS_TYPE` 和 `kbs_config`。 + +## 五、启动服务 ```shell -cd ~ -docker-compose up -d -``` -```text -WARN[0000] /root/docker-compose.yaml: `version` is obsolete -[+] Running 2/2 - ✔ Container root-chatchat-1 Started +(x) [root@VM-128-14-tencentos ~]$ cd ~ +(x) [root@VM-128-14-tencentos ~]$ docker-compose up -d +WARN[0000] /root/docker-compose.yaml: the attribute `version` is obsolete, it will be ignored, please remove it to avoid potential confusion +[+] Running 36/36 + ✔ chatchat Pulled 65.4s + ✔ b2b31b28ee3c Pull complete 6.0s + ✔ c3cc7b6f0473 Pull complete 6.6s + ✔ 2112e5e7c3ff Pull complete 8.8s + ✔ af247aac0764 Pull complete 14.6s + ✔ c7e62dc73b01 Pull complete 14.9s + ✔ 35c3ce70330a Pull complete 15.7s + ✔ f8af1611cc8d Pull complete 15.7s + ✔ 4f4fb700ef54 Pull complete 15.7s + ✔ 34b0f57bf8fd Pull complete 15.7s + ✔ 68772c20eefa Pull complete 21.7s + ✔ 440993804d8a Pull complete 22.3s + ✔ c36ab007555d Pull complete 23.7s + ✔ 263271c9adf4 Pull complete 23.7s + ✔ b0a228e2ebf5 Pull complete 23.7s + ✔ b93edade6bef Pull complete 24.6s + ✔ 28da456bc223 Pull complete 24.6s + ✔ 784bffb35044 Pull complete 63.9s + ✔ 285b5ccd9d36 Pull complete 64.6s + ✔ xinference Pulled 4.2s + ✔ 43cfb69dbb46 Already exists 0.0s + ✔ fbcd35dc5bc3 Already exists 0.0s + ✔ c7232af9ae05 Already exists 0.0s + ✔ db6cdef1932a Already exists 0.0s + ✔ 56dc85502937 Already exists 0.0s + ✔ 9f61b3db38d6 Already exists 0.0s + ✔ 0bd39d0469a8 Already exists 0.0s + ✔ d22ff5f4aac6 Already exists 0.0s + ✔ d866993704f5 Already exists 0.0s + ✔ b4918d864665 Already exists 0.0s + ✔ e93cc01aab8b Already exists 0.0s + ✔ fd30840e514d Already exists 0.0s + ✔ 2bfc7deab716 Already exists 0.0s + ✔ bd6dc6e560f7 Already exists 0.0s + ✔ 0064ad513ab3 Already exists 0.0s + ✔ eed6f1161030 Already exists 0.0s +[+] Running 3/3 + ✔ Network root_default Created 0.1s + ✔ Container root-xinference-1 Started 0.5s + ✔ Container root-chatchat-1 Started 0.7s ``` +查看服务启动情况 ```shell - docker-compose ps +(x) [root@VM-128-14-tencentos ~]$ docker-compose ps +WARN[0000] /root/docker-compose.yaml: the attribute `version` is obsolete, it will be ignored, please remove it to avoid potential confusion +NAME IMAGE COMMAND SERVICE CREATED STATUS PORTS +root-chatchat-1 ccr.ccs.tencentyun.com/langgraph-chatchat/langgraph-chatchat:1116 "python cli.py start…" chatchat 47 seconds ago Up 47 seconds 7861/tcp, 0.0.0.0:80->8501/tcp, [::]:80->8501/tcp +root-xinference-1 chatchatspace/xinference:qwen2.5-2024-1117 "xinference-local -H…" xinference 48 seconds ago Up 47 seconds 0.0.0.0:9997->9997/tcp, :::9997->9997/tcp ``` -### 6. 查看服务日志 +## 六、启动模型 +- 登陆 `Xinference` 容器, 并启动 `LLM` (`qwen2.5-instruct`) 和 `Embedding Model` (`bge-large-zh-v1.5`) ```shell -docker-compose logs -f chatchat +(x) [root@VM-128-14-tencentos ~]$ docker-compose exec -ti xinference bash +WARN[0000] /root/docker-compose.yaml: the attribute `version` is obsolete, it will be ignored, please remove it to avoid potential confusion +root@fd17a68b7c33:/opt/inference$ xinference launch --model-engine Transformers --model-name qwen2.5-instruct --size-in-billions 7 --model-format pytorch --quantization none +Launch model name: qwen2.5-instruct with kwargs: {} +Model uid: qwen2.5-instruct +root@fd17a68b7c33:/opt/inference$ xinference launch --model-name bge-large-zh-v1.5 --model-type embedding +Launch model name: bge-large-zh-v1.5 with kwargs: {} +Model uid: bge-large-zh-v1.5 +root@fd17a68b7c33:/opt/inference$ exit +exit ``` -### 7. 打开浏览器 -浏览器访问 http://<你机器的ip>:8501 +- 浏览器访问 `http://<你机器的ip>:9997` + + +- 查看 `qwen2.5-instruct` 启动情况: + +![查看llm启动情况](../../docs/img/xinference-qwen2.5-instruct.png) + +- 与 `qwen2.5-instruct` 进行对话: + +![llm对话](../../docs/img/xinference-llm-chat.png) -## 二. 本地模型推理部署(可选) -### 1. 安装 NVIDIA Container Toolkit -寻找适合你环境的 NVIDIA Container Toolkit 版本, 请参考: [Installing the NVIDIA Container Toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html). +- 查看 `bge-large-zh-v1.5` 启动情况: -安装完成后记得按照刚刚文档中`Configuring Docker`章节对 docker 进行初始化. +![查看embedding启动情况](../../docs/img/xinference-bge-large-zh-v1.5.png) -### 2.部署 LLM 推理服务服务 +## 七、访问 `LangGraph-Chatchat` 前端 -#### Xinference -参见 [Xinference Docker Image](https://inference.readthedocs.io/en/latest/getting_started/using_docker_image.html) +浏览器访问 `http://<你机器的ip>` -#### Ollama -参见 [Download Ollama](https://ollama.com/download) \ No newline at end of file +出现以下界面即为启动成功: + +![WebUI界面](../../docs/img/Langgraph-Chatchat-ui.png) + +## 八、新建并初始化数据库 + + +## 九、查看服务日志 +```shell +(x) [root@VM-128-14-tencentos ~]$ docker-compose logs -f chatchat +``` +```shell +(x) [root@VM-128-14-tencentos ~]$ docker-compose logs -f xinference +``` \ No newline at end of file

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