{"id":26794593,"url":"https://github.com/webup/langchain-in-action","last_synced_at":"2025-04-22T18:05:28.874Z","repository":{"id":207329117,"uuid":"714309044","full_name":"webup/langchain-in-action","owner":"webup","description":"《LangChain 实战》配套实验示例代码","archived":false,"fork":false,"pushed_at":"2024-03-16T04:22:32.000Z","size":55,"stargazers_count":38,"open_issues_count":0,"forks_count":8,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-29T17:34:01.360Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/webup.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2023-11-04T14:32:26.000Z","updated_at":"2025-03-17T01:27:23.000Z","dependencies_parsed_at":"2023-11-30T11:27:09.326Z","dependency_job_id":"460ffe51-a526-452d-af04-a4607557d9ac","html_url":"https://github.com/webup/langchain-in-action","commit_stats":null,"previous_names":["webup/langchain-in-action"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/webup%2Flangchain-in-action","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/webup%2Flangchain-in-action/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/webup%2Flangchain-in-action/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/webup%2Flangchain-in-action/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/webup","download_url":"https://codeload.github.com/webup/langchain-in-action/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250296134,"owners_count":21407037,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-03-29T17:28:11.217Z","updated_at":"2025-04-22T18:05:28.797Z","avatar_url":"https://github.com/webup.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# LangChain in Action\n\n《LangChain 实战》配套示例代码\n\n\n## 官方文档\n\n- LangChain Python\n    - 文档：https://python.langchain.com/\n    - 源码：https://github.com/langchain-ai/langchain\n\n- LangChain JS/TS\n    - 文档：https://js.langchain.com/\n    - 源码：https://github.com/langchain-ai/langchainjs\n\n- Chat LangChain：\n    - https://chat.langchain.com/\n    - 源码：https://github.com/langchain-ai/chat-langchain\n\n\n## 环境准备\n\n- VS Code\n    - 下载：https://code.visualstudio.com/\n    - Jupyter Notebooks in VS Code：https://code.visualstudio.com/docs/datascience/jupyter-notebooks\n\n- Ollama\n    - 下载：https://ollama.com\n    - 源码：https://github.com/ollama/ollama\n    - 文档：https://github.com/ollama/ollama/tree/main/docs\n    - 模型\n        - Llama 2 Chinese：https://ollama.com/library/llama2-chinese\n        - Mistral：https://ollama.com/library/mistral\n        - Yi：https://ollama.com/library/yi\n        - Qwen：https://ollama.com/library/qwen\n\n\n## 实战示例\n\n- [角色扮演写作实战](./use-cases/role-play.ipynb)\n- [多媒体资源的摘要实战](./use-cases/summerization.ipynb)\n- [面向文档的对话机器人实战](./use-cases/doc-chatbot.ipynb)\n- [自然语言交流的搜索引擎实战](./use-cases/web-search.ipynb)\n\n\n## 快速原型\n\n- Streamlit\n    - 文档：https://docs.streamlit.io\n    - 源码：https://github.com/streamlit/streamlit\n    - Streamlit Community Cloud：https://share.streamlit.io\n    - 示例\n        - [中文小故事生成器](./fast-build/my_streamlit_example1.py)\n        - [实时交互的 ReAct Agent](./fast-build/my_streamlit_example2.py)\n\n- Chainlit\n    - 文档：https://docs.chainlit.io\n    - 源码：https://github.com/Chainlit/chainlit\n    - 示例\n        - [渊博的历史学家](./fast-build/my_chainlit_example1.py)\n        - [交互式文档对话机器人](./fast-build/my_chainlit_example2.py)\n\n\n## 生态工具\n\n- LangSmith\n    - 网站：https://smith.langchain.com\n    - 文档：https://docs.smith.langchain.com\n    - LangChain Hub：https://smith.langchain.com/hub\n\n- LangServe\n    - 文档：https://python.langchain.com/docs/langserve\n    - 源码：https://github.com/langchain-ai/langserve\n    - 示例\n        - [角色扮演写作应用部署](./eco-tools/serve.py)\n\n- LangChain CLI\n    - 文档：https://github.com/langchain-ai/langchain/blob/master/libs/cli/DOCS.md\n    - 源码：https://github.com/langchain-ai/langchain/tree/master/libs/cli\n\n- LangChain Templates\n    - 模板库：https://templates.langchain.com/\n    - 文档：https://python.langchain.com/docs/templates/\n    - 源码：https://github.com/langchain-ai/langchain/tree/master/templates\n    - 示例\n        - [《LangChain 实战》模板](./eco-tools/template/)\n\n- LangGraph\n    - 文档：https://python.langchain.com/docs/langgraph\n    - 源码：https://github.com/langchain-ai/langgraph\n\n\n## 其他框架\n\n- LlamaIndex：https://github.com/run-llama/llama_index\n- AutoGen：https://github.com/microsoft/autogen","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwebup%2Flangchain-in-action","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwebup%2Flangchain-in-action","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwebup%2Flangchain-in-action/lists"}