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Services"],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n\u003cimg src='docs/image/logo.png' alt='logo' width='700' \u003e\n\u003cbr\u003e\n\n[![License](https://img.shields.io/badge/license-Apache%202-blue.svg)](LICENSE)\n![Supported Python versions](https://img.shields.io/badge/python-3.9+-orange.svg)\n![Supported OSs](https://img.shields.io/badge/os-linux%2C%20win%2C%20mac-yellow.svg)\n\u003c/div\u003e\n\n简体中文 | [English](./docs/README_en.md) | [日本語](./docs/README_ja.md)\n\n\u003cbr\u003e\n\n\n## 什么是AppBuilder-SDK\n\n百度智能云千帆AppBuilder-SDK是[百度智能云千帆AppBuilder](https://appbuilder.cloud.baidu.com/)面向AI原生应用开发者提供的一站式开发平台的客户端SDK。\n\n### AppBuilder-SDK 有哪些功能？\n\n百度智能云千帆AppBuilder-SDK提供了以下AI应用开发者的必备功能：\n\n- **调用**\n    - 调用大模型，可自由调用您在[百度智能云千帆大模型平台](https://qianfan.cloud.baidu.com/)的模型，开发并调优prompt\n    - 调用能力组件，提供40+个源于百度生态的[优质组件](https://cloud.baidu.com/doc/AppBuilder/s/Glqb6dfiz#3%E3%80%81%E5%BC%80%E9%80%9A%E7%BB%84%E4%BB%B6%E6%9C%8D%E5%8A%A1)，赋能Agent应用\n    - 调用AI原生应用，通过[AppBuilderClient](/docs/BasisModule/Platform/Application/appbuilder_client.md)可访问并管理在百度智能云千帆AppBuilder[网页端](https://console.bce.baidu.com/ai_apaas/app)发布的AI原生应用，并可注册本地函数联动端云组件\n- **编排**\n    - 配置知识库，通过[KnowledgeBase](/docs/BasisModule/Platform/KnowledgeBase/knowledgebase.md)管理知识库，进行文档及知识切片的增删改查，配合[网页端](https://console.bce.baidu.com/ai_apaas/app)开发产业级的`RAG`应用\n    - 编排工作流，提供了`Message`、`Component`、`AgentRuntime`多级工作流抽象，实现工作流编排，并可与LangChain、OpenAI等业界生态能力打通\n- **监控**\n    - 提供了可视化Tracing、详细DebugLog等监控工具，助力开发者在生产环境应用\n- **部署**\n    - `AgentRuntime`支持部署为基于`Flask`与`gunicorn`的API服务\n    - `AgentRuntime`支持部署为基于`Chainlit`的对话框交互前端\n    - 提供了`appbuilder_bce_deploy`工具，可快速部署程序到百度云，提供公网API服务，联动AppBuilder工作流\n\n### 使用 AppBuilder-SDK 可以构建什么应用？\n\n#### **产业级RAG应用**\n\nAppBuilder-SDK提供多类型组件，覆盖以下构建产业级`RAG`应用的完整步骤：\n- 文档解析（Parser）\n- 文档切片（Chunker）\n- 切片向量化（Embedding）\n- 索引构建（Indexing）\n- 切片召回（Retrieval）\n- 答案生成（Answer Generation）\n\nAppBuilder-SDK不仅提供了百度智能云提供的基础能力组件，同时提供经过深度优化的大模型高级能力组件，可以组合下表提供的原子能力组件，构建个性化的RAG应用[RAG 原子能力 CookBook](./cookbooks/end2end_application/rag/rag.ipynb)：\n\n\n| 阶段 |组件名称 | 组件类型 |组件链接 |\n|--------|--------|--------|---|\n| 文档解析 | 文档矫正增强 (DocCropEnhance) | 基础能力组件 | [链接](./python/core/components/doc_crop_enhance/README.md) |\n| 文档解析 | 文档格式转换 (DocFormatConverter) | 基础能力组件 | [链接](./python/core/components/doc_format_converter/README.md)|\n| 文档解析 | 文档解析（DocParser）| 基础能力组件 | [链接](./python/core/components/doc_parser/README.md) |\n| 文档解析 | 表格抽取组件（ExtractTableFromDoc）| 基础能力组件 | [链接](./python/core/components/extract_table/README.md) |\n| 文档解析 | 通用文字识别-高精度版（GeneralOCR）| 基础能力组件 | [链接](./python/core/components/general_ocr/README.md) |\n| 文档切片 | 文档切分（DocSplitter）| 基础能力组件 | [链接](./python/core/components/doc_splitter/README.md) |\n| 切片向量化 | 向量计算（Embedding） | 基础能力组件 | [链接](./python/core/components/embeddings/README.md) |\n| 索引构建及切片召回 | 向量检索-VectorDB（BaiduVectorDBRetriever） | 基础能力组件 | [链接](./python/core/components/retriever/baidu_vdb/README.md) |\n| 索引构建及切片召回 | 向量检索-BES（BaiduElasticSearchRetriever） | 基础能力组件 | [链接](./python/core/components/retriever/bes/README.md) |\n| 文档切片及答案生成 | 问答对挖掘（QAPairMining）| 高级能力组件 | [链接](./python/core/components/llms/qa_pair_mining/README.md) |\n| 文档切片及答案生成 | 相似问生成（SimilarQuestion）| 高级能力组件 | [链接](./python/core/components/llms/similar_question/README.md) |\n| 答案生成| 标签抽取（TagExtraction）| 高级能力组件 | [链接](./python/core/components/llms/tag_extraction/README.md) |\n| 答案生成 | 复杂Query判定（IsComplexQuery）| 高级能力组件 | [链接](./python/core/components/llms/is_complex_query/README.md) |\n| 答案生成 | 复杂Query分解（QueryDecomposition）| 高级能力组件 | [链接](./python/core/components/llms/query_decomposition/README.md) |\n| 答案生成 | 多轮改写 (QueryRewrite)| 高级能力组件 | [链接](./python/core/components/llms/query_rewrite/README.md) |\n| 答案生成 | 阅读理解问答（MRC）| 高级能力组件 | [链接](./python/core/components/llms/mrc/README.md) |\n| 答案生成 | 幻觉检测（Hallucination Detection）| 高级能力组件 | [链接](./python/core/components/llms/hallucination_detection/README.md) |\n\n\n\n\n\n##  如何安装AppBuilder-SDK\n\n#### 百度智能云千帆AppBuilder-SDK 最新版本 1.1.0 (2025-06-20)\n\n百度智能云千帆AppBuilder-SDK 更新记录\u0026最新特性请查阅我们的[版本说明](/docs/DevelopGuide/ChangeLog/changelog.md)\n\n- `Python`版本安装，要求Python版本 \u003e= `3.9`\n\n```bash\npython3 -m pip install --upgrade appbuilder-sdk\n```\n- `Java` 及 `Go` 版本安装，以及通过`Docker`镜像使用，请查阅[安装说明](/docs/QuickStart/StartFirstAINativeApplication/install.md)\n\n\n## 快速开始你的AI原生应用开发之旅\n\u003e - 请在`\u003e=3.9`的Python环境安装`appbuilder-sdk`后使用该端到端应用示例\n\u003e - 示例中使用请替换为您的个人Token\n\n\n### 1. 调用大模型\n- 使用`Playground`组件可自由调用，您在百度智能云千帆大模型平台有权限的任何模型，并可自定义`prompt`模板 与 模型参数\n\n#### 代码示例\n\n```python\nimport appbuilder\nimport os\n\n# 设置环境中的TOKEN，请替换为您的个人TOKEN\nos.environ[\"APPBUILDER_TOKEN\"] = \"your api key\"\n\n# 定义prompt模板\ntemplate_str = \"你扮演{role}, 请回答我的问题。\\n\\n问题：{question}。\\n\\n回答：\"\n\n# 定义输入，调用playground组件\ninput = appbuilder.Message({\"role\": \"java工程师\", \"question\": \"请简要回答java语言的内存回收机制是什么，要求100字以内\"})\n\nplayground = appbuilder.Playground(prompt_template=template_str, model=\"Qianfan-Agent-Speed-8K\")\n\n# 以打字机的方式，流式展示大模型回答内容\noutput = playground(input, stream=True, temperature=1e-10)\nfor stream_message in output.content:\n    print(stream_message)\n    \n# 流式输出结束后，可再次打印完整的大模型对话结果，除回答内容外，还包括token的用量情况\nprint(output.model_dump_json(indent=4))\n\n```\n#### 回答展示\n\n```shell\nJava语言的\n内存回收机制是通过垃圾回收器（Garbage Collector）来实现的。\n垃圾回收器会自动检测不再使用的对象，并释放其占用的内存空间，从而确保系统的内存不会被耗尽。\nJava提供了多种垃圾回收器，如串行回收器、并行回收器、CMS回收器和G1回收器等，以满足不同场景下的性能需求\n。\n\n{\n    \"content\": \"Java语言的内存回收机制是通过垃圾回收器（Garbage Collector）来实现的。垃圾回收器会自动检测不再使用的对象，并释放其占用的内存空间，从而确保系统的内存不会被耗尽。Java提供了多种垃圾回收器，如串行回收器、并行回收器、CMS回收器和G1回收器等，以满足不同场景下的性能需求。\",\n    \"name\": \"msg\",\n    \"mtype\": \"dict\",\n    \"id\": \"2bbee989-40e3-45e4-9802-e144cdc829a9\",\n    \"extra\": {},\n    \"token_usage\": {\n        \"prompt_tokens\": 35,\n        \"completion_tokens\": 70,\n        \"total_tokens\": 105\n    }\n}\n```\n\n### 2. 调用能力组件\n- SDK提供了40+个源于百度生态的优质组件，列表可见[组件列表](https://cloud.baidu.com/doc/AppBuilder/s/Glqb6dfiz#3%E3%80%81%E5%BC%80%E9%80%9A%E7%BB%84%E4%BB%B6%E6%9C%8D%E5%8A%A1), 调用前需要申领[免费试用额度](https://console.bce.baidu.com/ai-engine/old/#/ai/ocr/overview/resource/list)\n- 示例中的组件为`RAG with Baidu Search增强版`, 结合百度搜索的搜索引擎技术和ERNIE模型的语义理解能力，可以更准确地理解用户的搜索意图，并提供与搜索查询相关性更高的搜索结果\n\n#### 代码示例\n```python\nimport appbuilder\nimport os\n\n# 设置环境中的TOKEN，使用请替换为您的个人TOKEN\nos.environ[\"APPBUILDER_TOKEN\"] = \"your api key\"\n\nrag_with_baidu_search_pro = appbuilder.RagWithBaiduSearchPro(model=\"ERNIE-3.5-8K\")\n\ninput = appbuilder.Message(\"9.11和9.8哪个大\")\nresult = rag_with_baidu_search_pro.run(\n    message=input,\n    instruction=appbuilder.Message(\"你是专业知识助手\"))\n\n# 输出运行结果\nprint(result.model_dump_json(indent=4))\n```\n\n#### 回答展示\n```shell\n{\n    \"content\": \"9.11小于9.8。在比较两个小数的大小时，需要逐位比较它们的数值，包括整数部分和小数部分。对于9.11和9.8，整数部分都是9，所以需要在小数部分进行比较。小数点后的第一位是1和8，显然1小于8，所以9.11小于9.8。\",\n    \"name\": \"msg\",\n    \"mtype\": \"dict\",\n    \"id\": \"eb31b7de-dd6a-485f-adb9-1f7921a6f4bf\",\n    \"extra\": {\n        \"search_baidu\": [\n            {\n                \"content\": \"大模型‘智商’受质疑:9.11 vs 9...\",\n                \"icon\": \"https://appbuilder.bj.bcebos.com/baidu-search-rag-pro/icon/souhu.ico\",\n                \"url\": \"https://m.sohu.com/a/793754123_121924584/\",\n                \"ref_id\": \"2\",\n                \"site_name\": \"搜狐网\",\n                \"title\": \"大模型‘智商’受质疑:9.11 vs 9.8的比较揭示AI理解能力的...\"\n            },\n            {\n                \"content\": \"究竟|9.11比9.8大?大模型们为何会...\",\n                \"icon\": \"https://appbuilder.bj.bcebos.com/baidu-search-rag-pro/icon/tencent.svg.png\",\n                \"url\": \"https://new.qq.com/rain/a/20240717A07JLV00\",\n                \"ref_id\": \"4\",\n                \"site_name\": \"腾讯网\",\n                \"title\": \"究竟|9.11比9.8大?大模型们为何会在小学数学题上集体...\"\n            },\n            ...\n        ]\n    },\n    \"token_usage\": {\n        \"completion_tokens\": 77,\n        \"prompt_tokens\": 2008,\n        \"total_tokens\": 2085\n    }\n}\n```\n\n\n### 3. 调用AI原生应用\n- 示例中的应用为：[说唱导师](https://appbuilder.baidu.com/s/3qfjXy7k)，点击该连接在网页端试用\n\n#### 代码示例\n\n```python\nimport appbuilder\nimport os\n\n# 设置环境中的TOKEN，请替换为您的个人TOKEN\nos.environ[\"APPBUILDER_TOKEN\"] = \"your api key\"\n\n# 从AppBuilder网页获取并传入应用ID，以下为说唱导师应用ID\napp_id = \"4678492a-5864-472e-810a-654538d3503c\"\n\napp_builder_client = appbuilder.AppBuilderClient(app_id)\nconversation_id = app_builder_client.create_conversation()\n\nanswer = app_builder_client.run(conversation_id, \"以“上班狼狈却又追逐梦想“为主题进行一首说唱创作，保持押韵, 控制在200字以内\")\nprint(answer.content.answer)\n```\n\n#### 回答展示\n```shell\n好的，我们来以“上班狼狈却又追逐梦想”为主题，进行一段简短的说唱创作。这里是一个简单的示例，你可以根据自己的感觉进行调整：\n\nIntro:\n朝九晚五，生活重压，\n狼狈上班，却心怀梦想，\n每一天，都是新的挑战，\n为了那未来，我奋发向前。\n\nVerse 1:\n穿上西装，打好领带，\n步入人群，去追逐名利，\n虽然狼狈，却不曾言败，\n因为心中，有梦想在激励。\n\nHook:\n上班狼狈，却不曾放弃，\n追逐梦想，是我心中的火炬，\n照亮前路，指引我前行，\n无论多难，我都要坚持到底。\n\n这首小曲儿以“上班狼狈却又追逐梦想”为主题，通过押韵的方式表达了上班族虽然生活艰辛，但依然怀揣梦想，勇往直前的精神。希望你喜欢！\n```\n\n#### 更多示例\n\n- 更多AI原生应用示例，请浏览[应用广场](https://console.bce.baidu.com/ai_apaas/appCenter)\n- 更多代码Cookbook，请浏览 [Cookbooks](./cookbooks/README.md)，我们有以下cookbook推荐您优先阅读：\n\n| 应用类型 |应用链接 | 推荐理由 |\n|--|--|--|\n| 基础能力组件 | [通用文字识别](/cookbooks/components/general_ocr.ipynb) | 体验百度AI开放平台提供的通用文字识别-高精度版的精准识别结果 |\n| 基础能力组件 | [基础组件服务化](/cookbooks/components/agent_runtime.ipynb) | 基础组件可通过flask实现服务化部署 或 通过chainlit实现可交互的前端部署，集成到您的系统中 |\n| 流程编排 |  [Assistant SDK](/cookbooks/pipeline/assistant_function_call.ipynb) | 学习如何纯代码态搭建一个Agent应用，并实现自定义工作流程及FunctionCall |\n| 端到端应用 |  [AppBuilder Client SDK](/cookbooks/agent_builder.ipynb) | 使用AppBuilder网页端创建并发布一个Agent应用后，通过AppBuilderClient SDK集成到你的系统中 |\n| 端到端应用 |  [Agent应用-工作流Agent](/cookbooks/end2end_application/agent/chatflow.ipynb) | 使用AppBuilder网页端创建并发布一个工作流Agent应用后，通过AppBuilderClient SDK集成到你的系统中 |\n| 端到端应用 |  [通过AppBuilder-ToolCall功能实现端云组件联动的Agent](/cookbooks/end2end_application/agent/tool_call.ipynb) | 学习Agent、FunctionCall的知识，并构造调用本地组件的Agent |\n| 端到端应用 |  [简历筛选小助手](/cookbooks/end2end_application/rag/rag.ipynb) | 通过对本地简历库的简历进行解析、切片、创建索引，实现基于JD进行简历筛选，并对筛选的Top1简历进行总结 |\n| 端到端应用 |  [企业级问答系统](/cookbooks/end2end_application/rag/qa_system_2_dialogue.ipynb) | 学习如何通过SDK与网页平台搭配，实现离线知识库生产与在线问答 |\n| 进阶应用 |  [使用appbuilder_bce_deploy部署公有云服务](/cookbooks/advanced_application/cloud_deploy.ipynb) | 一键将自己的服务部署到百度智能云，部署后可以自动生成公网ip，联动工作流的API节点 |\n| 进阶应用 |  [使用appbuilder_trace_server实现对使用状态的跟踪](/cookbooks/appbuilder_trace/trace.ipynb) | 使用Appbuilder-SDK Trace功能实现对组件、应用调用情况的追踪|\n\n\n## 百度智能云千帆AppBuilder-SDK 能力全景图\n\u003cdiv align=\"center\"\u003e\n\u003cimg src='docs/image/structure-cn.png' alt='wechat' width='800' \u003e\n\u003c/div\u003e\n\n\n## 用户文档\n\n## Github 文档\n- [首页](https://github.com/baidubce/app-builder/blob/master/docs/README.md)\n    - 快速上手: \n        - 开始你的第一个AI原生应用: \n            - [安装](https://github.com/baidubce/app-builder/blob/master/docs/QuickStart/StartFirstAINativeApplication/install.md)\n            - [快速开始](https://github.com/baidubce/app-builder/blob/master/docs/QuickStart/StartFirstAINativeApplication/README.md)\n        - 产业实践应用范例: \n            - [SDK使用示例](https://github.com/baidubce/app-builder/blob/master/docs/QuickStart/ExamplesOfIndustrialPracticeApplications/README.md)\n        - [SDK当前支持的编程语言](https://github.com/baidubce/app-builder/blob/master/docs/QuickStart/CurrentlySupportedProgrammingLanguages/README.md)\n    - 基础:\n        - 模型:\n            - [获取模型列表](https://github.com/baidubce/app-builder/blob/master/docs/BasisModule/Model/get_model_list.md)\n        - [组件](https://github.com/baidubce/app-builder/blob/master/docs/BasisModule/Components)\n        - 监控:\n            - [TRACE基础功能](https://github.com/baidubce/app-builder/blob/master/docs/BasisModule/Trace/basic.md)\n            - [TRACE拓展功能](https://github.com/baidubce/app-builder/blob/master/docs/BasisModule/Trace/phoenix_method.md)\n        - 部署:\n            - [交互式前端部署](https://github.com/baidubce/app-builder/blob/master/docs/BasisModule/Deployment/AgentChainlit.md)\n            - [公有云部署](https://github.com/baidubce/app-builder/blob/master/docs/BasisModule/Deployment/cloud.md)\n            - [API 访问](https://github.com/baidubce/app-builder/blob/master/docs/BasisModule/Deployment/flask.md)\n            - [AgentRuntime](https://github.com/baidubce/app-builder/blob/master/docs/BasisModule/Deployment/agentruntime.md)\n            - [UserSession](https://github.com/baidubce/app-builder/blob/master/docs/BasisModule/Deployment/usersession.md)\n        - 平台:\n            - 应用:\n                - [AppBuilderClient组件](https://github.com/baidubce/app-builder/blob/master/docs/BasisModule/Platform/Application/appbuilder_client.md)\n                - [获取AppBuilder已发布的应用列表](https://github.com/baidubce/app-builder/blob/master/docs/BasisModule/Platform/Application/get_app_list.md)\n            - 知识库:\n                - [知识库组件](https://github.com/baidubce/app-builder/blob/master/docs/BasisModule/Platform/KnowledgeBase/knowledgebase.md)\n            - 自定义组件:\n                - [基础能力组件](https://github.com/baidubce/app-builder/blob/master/docs/BasisModule/Platform/CustomComponents/components.md)\n    - 应用:\n        - Agent:\n            - [基础知识](https://github.com/baidubce/app-builder/blob/master/docs/Application/Agent/BasicKnowledge/agent.md)\n            - [使用官方组件](https://github.com/baidubce/app-builder/blob/master/docs/Application/Agent/UseOfficialComponents/use_official_components.md)\n            - [ToolCall](https://github.com/baidubce/app-builder/blob/master/docs/Application/Agent/ToolCall/tool_call.md)\n            - [ToolChoice](https://github.com/baidubce/app-builder/blob/master/docs/Application/Agent/ToolChoice/tool_choice.md)\n            - [使用异步和流式加速客户端调用](https://github.com/baidubce/app-builder/blob/master/docs/Tools/DocPass/DocPass.md)\n        - RAG:\n            - [基础知识](https://github.com/baidubce/app-builder/blob/master/docs/Application/RAG/BasicKnowledge/rag.md)\n            - [知识库管理](https://github.com/baidubce/app-builder/blob/master/docs/Application/RAG/DatasetManage/dataset_manage.md)\n            - [Reference信息处理](https://github.com/baidubce/app-builder/blob/master/docs/Tools/DocPass/DocPass.md)\n        - Workflow:\n            - [基础知识](https://github.com/baidubce/app-builder/blob/master/docs/Tools/DocPass/DocPass.md)\n            - [从零使用Workflow组装一个RAG应用](https://github.com/baidubce/app-builder/blob/master/docs/Tools/DocPass/DocPass.md)\n            - [从零使用Workflow组装一个Agent应用](https://github.com/baidubce/app-builder/blob/master/docs/Tools/DocPass/DocPass.md)\n    - 开发者指南:\n        - [如何贡献代码](https://github.com/baidubce/app-builder/blob/master/docs/DevelopGuide/HowToContributeCode/README.md)\n        - [二次开发](https://github.com/baidubce/app-builder/blob/master/docs/DevelopGuide/AdvancedDevelopment/README.md)\n        - [版本升级日志](https://github.com/baidubce/app-builder/blob/master/docs/DevelopGuide/ChangeLog/changelog.md)\n        - [错误信息](https://github.com/baidubce/app-builder/blob/master/docs/DevelopGuide/ErrorMessage/error_message.md)\n        - [环境参数](https://github.com/baidubce/app-builder/blob/master/docs/DevelopGuide/EnvironmentalParameters/env.md)\n\n\n## 开源社区与活动\n\u003cdiv align=\"center\"\u003e\n\u003ch3\u003e百度智能云千帆AppBuilder-SDK微信交流群\u003c/h3\u003e\n\u003cimg src='docs/image/wechat_group.png' alt='wechat' width='200' \u003e\n\u003c/div\u003e\n\n- [Github Issue](https://github.com/baidubce/app-builder/issues):  提交安装/使用问题、报告bug、建议新特性、沟通开发计划等\n\n- [百度智能云千帆社区](https://cloud.baidu.com/qianfandev)\n\n## License\n\nAppBuilder-SDK遵循Apache-2.0开源协议。\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbaidubce%2Fapp-builder","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbaidubce%2Fapp-builder","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbaidubce%2Fapp-builder/lists"}