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代码\r\n修改依赖文件，移除 torch transformers 等重依赖\r\n暂时移出对 loom 的集成\r\n\r\n后续：\r\n1、优化目录结构\r\n2、检查合并中有无被覆盖的 0.2.10 内容\r\n\r\n* move document_loaders & text_splitter under server\r\n\r\n* make torch & transformers optional\r\nimport pydantic Model & Field from langchain.pydantic_v1 instead of pydantic.v1\r\n\r\n* - pydantic 限定为 v1，并统一项目中所有 pydantic 导入路径，为以后升级 v2 做准备\r\n- 重构 api.py：\r\n    - 按模块划分为不同的 router\r\n    - 添加 openai 兼容的转发接口，项目默认使用该接口以实现模型负载均衡\r\n    - 添加 /tools 接口，可以获取/调用编写的 agent tools\r\n    - 移除所有 EmbeddingFuncAdapter，统一改用 get_Embeddings\r\n    - 待办：\r\n        - /chat/chat 接口改为 openai 兼容\r\n        - 添加 /chat/kb_chat 接口，openai 兼容\r\n        - 改变 ntlk/knowledge_base/logs 等数据目录位置\r\n\r\n* 移除 llama-index 依赖；修复 /v1/models 错误\r\n\r\n* 原因：windows下启动失败提示补充python-multipart包 (#3184)\r\n\r\n改动：requirements添加python-multipart==0.0.9\r\n版本：0.0.9  Requires: Python >=3.8\r\n\r\nCo-authored-by: XuCai <liangxc@akulaku.com>\r\n\r\n* 添加 xinference 本地模型和自定义模型配置 UI: streamlit run model_loaders/xinference_manager.py\r\n\r\n* update xinference manager ui\r\n\r\n* fix merge conflict\r\n\r\n* model_config 中补充 oneapi 默认在线模型；/v1/models 接口支持 oneapi 平台，统一返回模型列表\r\n\r\n* 重写 calculate 工具\r\n\r\n* 调整根目录结构，kb/logs/media/nltk_data 移动到专用数据目录（可配置，默认 data）。注意知识库文件要做相应移动\r\n\r\n* update kb_config.py.example\r\n\r\n* 优化 ES 知识库\r\n- 开发者\r\n    - get_OpenAIClient 的 local_wrap 默认值改为 False，避免 API 服务未启动导致其它功能受阻（如Embeddings）\r\n    - 修改 ES 知识库服务：\r\n\t- 检索策略改为 ApproxRetrievalStrategy\r\n\t- 设置 timeout 为 60， 避免文档过多导致 ConnecitonTimeout Error\r\n    - 修改 LocalAIEmbeddings，使用多线程进行  embed_texts，效果不明显，瓶颈可能主要在提供 Embedding 的服务器上\r\n\r\n* 修复glm3 agent被注释的agent会话文本结构解析代码\r\n看起来输出的文本占位符如下，目前解析代码是有问题的\r\nThought <|assistant|> Action\\r\r\n```python\r\ntool_call(action_input)\r\n```<|observation|>\r\n\r\n* make qwen agent work with langchain>=0.1 (#3228)\r\n\r\n* make xinference model manager support xinference 0.9.x\r\n\r\n* 使用多进程提高导入知识库的速度 (#3276)\r\n\r\n* xinference的代码\r\n\r\n先传 我后面来改\r\n\r\n* Delete server/xinference directory\r\n\r\n* Create khazic\r\n\r\n* diiii\r\n\r\ndiii\r\n\r\n* Revert \"xinference的代码\"\r\n\r\n* fix markdown header split (#1825) (#3324)\r\n\r\n* dify model_providers configuration\r\nThis module provides the interface for invoking and authenticating various models, and offers Dify a unified information and credentials form rule for model providers.\r\n\r\n* fix merge conflict: langchain Embeddings not imported in server.utils\r\n\r\n* 添加 react 编写的新版 WEBUI (#3417)\r\n\r\n* feat:提交前端代码\r\n\r\n* feat:提交logo样式切换\r\n\r\n* feat:替换avatar、部分位置icon、chatchat相关说明、git链接、Wiki链接、关于、设置、反馈与建议等功能，关闭lobehub自检更新功能\r\n\r\n* fix:移除多余代码\r\n\r\n---------\r\n\r\nCo-authored-by: liunux4odoo <41217877+liunux4odoo@users.noreply.github.com>\r\n\r\n* model_providers bootstrap\r\n\r\n* model_providers bootstrap\r\n\r\n* update to pydantic v2 (#3486)\r\n\r\n* 使用poetry管理项目\r\n\r\n* 使用poetry管理项目\r\n\r\n* dev分支解决pydantic版本冲突问题，增加ollama配置，支持ollama会话和向量接口 (#3508)\r\n\r\n* dev分支解决pydantic版本冲突问题，增加ollama配置，支持ollama会话和向量接口\r\n1、因dev版本的pydantic升级到了v2版本，由于在class History(BaseModel)中使用了from server.pydantic_v1，而fastapi的引用已变为pydantic的v2版本，所以fastapi用v2版本去校验用v1版本定义的对象，当会话历史histtory不为空的时候，会报错：TypeError: BaseModel.validate() takes 2 positional arguments but 3 were given。经测试，解方法为在class History(BaseModel)中也使用v2版本即可;\r\n2、配置文件参照其它平台配置，增加了ollama平台相关配置，会话模型用户可根据实际情况自行添加，向量模型目前支持nomic-embed-text（必须升级ollama到0.1.29以上）。\r\n3、因ollama官方只在会话部分对openai api做了兼容，向量api暂未适配，好在langchain官方库支持OllamaEmbeddings，因而在get_Embeddings方法中添加了相关支持代码。\r\n\r\n* 修复 pydantic 升级到 v2 后 DocumentWithVsID 和 /v1/embeddings 兼容性问题\r\n\r\n---------\r\n\r\nCo-authored-by: srszzw <srszzw@163.com>\r\nCo-authored-by: liunux4odoo <liunux@qq.com>\r\n\r\n* 对python的要求降级到py38\r\n\r\n* fix bugs; make poetry using tsinghua mirror of pypi\r\n\r\n* update gitignore; remove unignored files\r\n\r\n* update wiki sub module\r\n\r\n* 20240326\r\n\r\n* 20240326\r\n\r\n* qqqq\r\n\r\n* 删除历史文件\r\n\r\n* 移动项目模块\r\n\r\n* update .gitignore; fix model version error in api_schemas\r\n\r\n* 封装ModelManager\r\n\r\n* - 重写 tool 部分： (#3553)\r\n\r\n- 简化 tool 的定义方式\r\n    - 所有 tool 和 tool_config 支持热加载\r\n    - 修复：json_schema_extra warning\r\n\r\n* 使用yaml加载用户配置适配器\r\n\r\n* 格式化代码\r\n\r\n* 格式化\r\n\r\n* 优化工具定义；添加 openai 兼容的统一 chat 接口 (#3570)\r\n\r\n- 修复：\r\n    - Qwen Agent 的 OutputParser 不再抛出异常，遇到非 COT 文本直接返回\r\n    - CallbackHandler 正确处理工具调用信息\r\n\r\n- 重写 tool 定义方式：\r\n    - 添加 regist_tool 简化 tool 定义:\r\n        - 可以指定一个用户友好的名称\r\n        - 自动将函数的 __doc__ 作为 tool.description\r\n\t- 支持用 Field 定义参数，不再需要额外定义 ModelSchema\r\n        - 添加 BaseToolOutput 封装 tool\t返回结果，以便同时获取原始值、给LLM的字符串值\r\n        - 支持工具热加载（有待测试）\r\n\r\n- 增加 openai 兼容的统一 chat 接口，通过 tools/tool_choice/extra_body 不同参数组合支持：\r\n    - Agent 对话\r\n    - 指定工具调用（如知识库RAG）\r\n    - LLM 对话\r\n\r\n- 根据后端功能更新 webui\r\n\r\n* 修复：search_local_knowledge_base 工具返回值错误；/tools 路由错误；webui 中“正在思考”一直显示 (#3571)\r\n\r\n* 添加 openai 兼容的 files 接口 (#3573)\r\n\r\n* 使用BootstrapWebBuilder适配RESTFulOpenAIBootstrapBaseWeb加载\r\n\r\n* 格式化和代码检查说明\r\n\r\n* 模型列表适配\r\n\r\n* make format\r\n\r\n* chat_completions接口报文适配\r\n\r\n* make format\r\n\r\n* xinference 插件示例\r\n\r\n* 一些默认参数\r\n\r\n* exec path fix\r\n\r\n* 解决ollama部署的qwen,执行agent,返回的json格式不正确问题。\r\n\r\n* provider_configuration.py\r\n查询所有的平台信息，包含计费策略和配置schema_validators(参数必填信息校验规则)\r\n/workspaces/current/model-providers\r\n查询平台模型分类的详细默认信息，包含了模型类型，模型参数，模型状态\r\nworkspaces/current/models/model-types/{model_type}\r\n\r\n* 开发手册\r\n\r\n* 兼容model_providers，集成webui及API中平台配置的初始化 (#3625)\r\n\r\n* provider_configuration init of MODEL_PLATFORMS\r\n\r\n* 开发手册\r\n\r\n* 兼容model_providers，集成webui及API中平台配置的初始化\r\n\r\n* Dev model providers (#3628)\r\n\r\n\r\n* gemini 初始化参数问题\r\n\r\n* gemini 同步工具调用\r\n\r\n* embedding convert endpoint\r\n\r\n* 修复 --api -w命令\r\n\r\n* /v1/models 接口返回值由 List[Model] 改为 {'data': List[Model]}，兼容最新版 xinference\r\n\r\n* 3.8兼容 (#3769)\r\n\r\n* 增加使用说明\r\n\r\n* 3.8兼容性配置\r\n\r\n* fix\r\n\r\n* formater\r\n\r\n* 不同平台兼容测试用例\r\n\r\n* embedding兼容\r\n\r\n* 增加日志信息\r\n\r\n* pip源仓库设置，一些版本问题，启动说明  配置说明 (#3854)\r\n\r\n* 仓库设置，一些版本问题\r\n\r\n* pip源仓库设置，一些版本问题，启动说明\r\n\r\n* 配置说明\r\n\r\n* 泛型标记错误 (#3855)\r\n\r\n* 仓库设置，一些版本问题\r\n\r\n* pip源仓库设置，一些版本问题，启动说明\r\n\r\n* 配置说明\r\n\r\n* 发布的依赖信息\r\n\r\n* 泛型标记错误\r\n\r\n* 泛型标记错误\r\n\r\n* CICD github action build publish pypi、Release Tag (#3886)\r\n\r\n* 测试用例\r\n\r\n* CICD 流程\r\n\r\n* CICD 流程\r\n\r\n* CICD 流程\r\n\r\n* 一些agent数据处理的问题，model_runtime模块的说明文档 (#3943)\r\n\r\n* 一些agent数据出来的问题\r\n\r\n* Changes:\r\n- Translated and updated the Model Runtime documentation to reflect the latest changes and features.\r\n- Clarified the decoupling benefits of the Model Runtime module from the Chatchat service.\r\n- Removed outdated information regarding the model configuration storage module.\r\n- Detailed the retained functionalities post-removal of the Dify configuration page.\r\n- Provided a comprehensive overview of the Model Runtime's three-layered structure.\r\n- Included the status of the `fetch-from-remote` feature and its non-implementation in Dify.\r\n- Added instructions for custom service provider model capabilities.\r\n\r\n* - 新功能 (#3944)\r\n\r\n- streamlit 更新到 1.34，webui 支持 Dialog 操作\r\n    - streamlit-chatbox 更新到 1.1.12，更好的多会话支持\r\n- 开发者\r\n    - 在 API 中增加项目图片路由(/img/{file_name})，方便前端使用\r\n\r\n* 修改包名\r\n\r\n* 修改包信息\r\n\r\n* ollama配置解析问题\r\n\r\n* 用户配置动态加载 (#3951)\r\n\r\n* version = \"0.3.0.20240506\"\r\n\r\n* version = \"0.3.0.20240506\"\r\n\r\n* version = \"0.3.0.20240506\"\r\n\r\n* version = \"0.3.0.20240506\"\r\n\r\n* 启动说明\r\n\r\n* 一些bug\r\n\r\n* 修复了一些配置重载的bug\r\n\r\n* 配置的加载行为修改\r\n\r\n* 配置的加载行为修改\r\n\r\n* agent代码优化\r\n\r\n* ollama 代码升级，使用openai协议\r\n\r\n* 支持deepseek客户端\r\n\r\n* contributing (#4043)\r\n\r\n* 添加了贡献说明 docs/contributing，包含了一些代码仓库说明和开发规范，以及在model_providers下面编写了一些单元测试的示例\r\n\r\n* 关于providers的配置说明\r\n\r\n* python3.8兼容\r\n\r\n* python3.8兼容\r\n\r\n* ollama兼容\r\n\r\n* ollama兼容\r\n\r\n* 一些兼容 pydantic<3,>=1.9.0  的代码，\r\n\r\n* 一些兼容 pydantic<3,>=1.9.0 model_config 的代码，\r\n\r\n* make format\r\n\r\n* test\r\n\r\n* 更新版本\r\n\r\n* get_img_base64\r\n\r\n* get_img_base64\r\n\r\n* get_img_base64\r\n\r\n* get_img_base64\r\n\r\n* get_img_base64\r\n\r\n* 统一模型类型编码\r\n\r\n* 向量处理问题\r\n\r\n* 优化目录结构 (#4058)\r\n\r\n* 优化目录结构\r\n\r\n* 修改一些测试问题\r\n\r\n---------\r\n\r\nCo-authored-by: glide-the <2533736852@qq.com>\r\n\r\n* repositories\r\n\r\n* 调整日志\r\n\r\n* 调整日志zdf\r\n\r\n* 增加可选依赖extras\r\n\r\n* feat:Added some documentation. (#4085)\r\n\r\n* feat:Added some documentation.\r\n\r\n* feat:Added some documentation.\r\n\r\n* feat:Added some documentation.\r\n\r\n---------\r\n\r\nCo-authored-by: yuehuazhang <yuehuazhang@tencent.com>\r\n\r\n* fix code.md typos\r\n\r\n* fix chatchat-server/pyproject.toml typos\r\n\r\n* feat:README (#4118)\r\n\r\nCo-authored-by: yuehuazhang <yuehuazhang@tencent.com>\r\n\r\n* 初始化数据库集成model_providers\r\n\r\n* 关闭守护进程\r\n\r\n* 1、修改知识库列表接口，返回全量属性字段，同时修改受影响的相关代码。 (#4119)\r\n\r\n2、run_in_process_pool改为run_in_thread_pool，解决兼容性问题。\r\n3、poetry配置文件修复。\r\n\r\n* 动态更新Prompt中的知识库描述信息，使大模型更容易判断使用哪个知识库。 (#4121)\r\n\r\n* 1、修改知识库列表接口，返回全量属性字段，同时修改受影响的相关代码。\r\n2、run_in_process_pool改为run_in_thread_pool，解决兼容性问题。\r\n3、poetry配置文件修复。\r\n\r\n* 1、动态更新Prompt中的知识库描述信息，使大模型更容易判断使用哪个知识库。\r\n\r\n* fix: 补充 xinference 配置信息 (#4123)\r\n\r\n* feat:README\r\n\r\n* feat:补充 xinference 平台 llm 和 embedding 模型配置.\r\n\r\n---------\r\n\r\nCo-authored-by: yuehuazhang <yuehuazhang@tencent.com>\r\n\r\n* 知识库工具的下拉列表改为动态获取，不必重启服务。 (#4126)\r\n\r\n* 1、知识库工具的下拉列表改为动态获取，不必重启服务。\r\n\r\n* update README and imgs\r\n\r\n* update README and imgs\r\n\r\n* update README and imgs\r\n\r\n* update README and imgs\r\n\r\n* 修改安装说明描述问题\r\n\r\n* make formater\r\n\r\n* 更新版本\"0.3.0.20240606\r\n\r\n* Update code.md\r\n\r\n* 优化知识库相关功能 (#4153)\r\n\r\n- 新功能\r\n    - pypi 包新增 chatchat-kb 命令脚本，对应 init_database.py 功能\r\n\r\n- 开发者\r\n    - _model_config.py 中默认包含 xinference 配置项\r\n    - 所有涉及向量库的操作，前置检查当前 Embed 模型是否可用\r\n    - /knowledge_base/create_knowledge_base 接口增加 kb_info 参数\r\n    - /knowledge_base/list_files 接口返回所有数据库字段，而非文件名称列表\r\n    - 修正 xinference 模型管理脚本\r\n\r\n* 消除警告\r\n\r\n* 一些依赖问题\r\n\r\n* 增加text2sql工具，支持特定表、智能判定表，支持对表名进行额外说明 (#4154)\r\n\r\n* 1、增加text2sql工具，支持特定表、智能判定表，支持对表名进行额外说明\r\n\r\n* 支持SQLAlchemy大部分数据库、新增read-only模式，提高安全性、增加text2sql使用建议 (#4155)\r\n\r\n* 1、修改text2sql连接配置，支持SQLAlchemy大部分数据库；\r\n2、新增read-only模式，若有数据库写保护需求，会从大模型判断、SQLAlchemy拦截器两个层面进行写拦截，提高安全性;\r\n3、增加text2sql使用建议；\r\n\r\n* dotenv\r\n\r\n* dotenv 配置\r\n\r\n* 用户工作空间操作 (#4156)\r\n\r\n工作空间的配置预设，提供ConfigBasic建造方法产生实例。\r\n  该类的实例对象用于存储工作空间的配置信息，如工作空间的路径等\r\n  工作空间的配置信息存储在用户的家目录下的.config/chatchat/workspace/workspace_config.json文件中。\r\n  注意：不存在则读取默认\r\n\r\n提供了操作入口\r\n指令` chatchat-config` 工作空间配置\r\n\r\noptions:\r\n```\r\n  -h, --help            show this help message and exit\r\n  -v {true,false}, --verbose {true,false}\r\n                        是否开启详细日志\r\n  -d DATA, --data DATA  数据存放路径\r\n  -f FORMAT, --format FORMAT\r\n                        日志格式\r\n  --clear               清除配置\r\n```\r\n\r\n* 配置路径问题\r\n\r\n* fix faiss_cache bug\r\n\r\n* Feature(File RAG): add file_rag in chatchat-server, add ensemble retriever and vectorstore retriever.\r\n\r\n* Feature(File RAG): add file_rag in chatchat-server, add ensemble retriever and vectorstore retriever.\r\n\r\n* fix xinference manager bug\r\n\r\n* Fix(File RAG): use jieba instead of cutword\r\n\r\n* Fix(File RAG): update kb_doc_api.py\r\n\r\n* 工作空间的配置预设，提供ConfigBasic建造 实例。 (#4158)\r\n\r\n- ConfigWorkSpace接口说明\r\n```text\r\n\r\nConfigWorkSpace是一个配置工作空间的抽象类，提供基础的配置信息存储和读取功能。\r\n提供ConfigFactory建造方法产生实例。\r\n该类的实例对象用于存储工作空间的配置信息，如工作空间的路径等\r\n工作空间的配置信息存储在用户的家目录下的.chatchat/workspace/workspace_config.json文件中。\r\n注意：不存在则读取默认\r\n```\r\n\r\n* 编写配置说明\r\n\r\n* 编写配置说明\r\n\r\n---------\r\n\r\nCo-authored-by: liunux4odoo <41217877+liunux4odoo@users.noreply.github.com>\r\nCo-authored-by: glide-the <2533736852@qq.com>\r\nCo-authored-by: tonysong <tonysong@digitalgd.com.cn>\r\nCo-authored-by: songpb <songpb@gmail.com>\r\nCo-authored-by: showmecodett <showmecodett@gmail.com>\r\nCo-authored-by: zR <2448370773@qq.com>\r\nCo-authored-by: zqt <1178747941@qq.com>\r\nCo-authored-by: zqt996 <67185303+zqt996@users.noreply.github.com>\r\nCo-authored-by: fengyaojie <fengyaojie@xdf.cn>\r\nCo-authored-by: Hans WAN <hanswan@tom.com>\r\nCo-authored-by: thinklover <thinklover@gmail.com>\r\nCo-authored-by: liunux4odoo <liunux@qq.com>\r\nCo-authored-by: xucailiang <74602715+xucailiang@users.noreply.github.com>\r\nCo-authored-by: XuCai <liangxc@akulaku.com>\r\nCo-authored-by: dignfei <913015993@qq.com>\r\nCo-authored-by: Leb <khazzz1c@gmail.com>\r\nCo-authored-by: Sumkor <sumkor@foxmail.com>\r\nCo-authored-by: panhong <381500590@qq.com>\r\nCo-authored-by: srszzw <741992282@qq.com>\r\nCo-authored-by: srszzw <srszzw@163.com>\r\nCo-authored-by: yuehua-s <41819795+yuehua-s@users.noreply.github.com>\r\nCo-authored-by: yuehuazhang <yuehuazhang@tencent.com>","shortMessageHtmlLink":"Pre-release v0.3.0 (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2344120516\" data-permission-text=\"Title is private\" data-url=\"https://github.com/chatchat-space/Langchain-Chatchat/issues/4159\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/chatchat-space/Langchain-Chatchat/pull/4159/hovercard\" 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