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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
中文langchain项目|小必应，Q.Talk，强聊，QiangTalk
| Date | Stars |
|---|---|
| 2026-07-31 | 2825 |
| 2026-08-02 | 2826 |
| 2026-08-03 | 2826 |
| 2026-08-04 | 2826 |
| 2026-08-06 | 2826 |
Today
— stars today
This week
— stars this week
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— stars this month
Momentum
0.0
growth rate 0.00%/day
--- license: openrail title: 'Chinese-LangChain ' sdk: gradio emoji: 🚀 colorFrom: yellow colorTo: yellow pinned: true app_file: app.py --- # Chinese-LangChain > Chinese-LangChain：中文langchain项目，基于ChatGLM-6b+langchain实现本地化知识库检索与智能答案生成 https://github.com/yanqiangmiffy/Chinese-LangChain 俗称：小必应，Q.Talk，强聊，QiangTalk ## 🔥 效果演示   ## 🚋 使用教程 - 选择知识库询问相关领域的问题 ## 🏗️ 部署教程 ### 运行配置 - 显存：12g，实际运行9g够了 - 运行内存：32g ### 运行环境 ```text langchain gradio transformers sentence_transformers faiss-cpu unstructured duckduckgo_search mdtex2html chardet cchardet ``` ### 启动Gradio ```shell python main.py ``` ## 🚀 特性 - 🚀 2023/05/19 [yanlijun573](https://github.com/yanlijun573)提供[streamlit](https://github.com/yanqiangmiffy/Chinese-LangChain/tree/streamlit)分支 - 🚀 2023/04/22 支持模型多机多卡推理 - 🔭 2023/04/20 支持模型问答与检索问答模式切换 - 💻 2023/04/20 感谢HF官方提供免费算力，添加HuggingFace Spaces在线体验[[🤗 DEMO](https://huggingface.co/spaces/ChallengeHub/Chinese-LangChain) - 🧫 2023/04/19 发布45万Wikipedia的文本预处理语料以及FAISS索引向量 - 🐯 2023/04/19 引入ChuanhuChatGPT皮肤 - 📱 2023/04/19 增加web search功能，需要确保网络畅通！(感谢[@wanghao07456](https://github.com/wanghao07456),提供的idea) - 📚 2023/04/18 webui增加知识库选择功能 - 🚀 2023/04/18 修复推理预测超时5s报错问题 - 🎉 2023/04/17 支持多种文档上传与内容解析：pdf、docx，ppt等 - 🎉 2023/04/17 支持知识增量更新 [//]: # (- 支持检索结果与LLM生成结果对比) ## 🧰 知识库 ### 构建知识库 - Wikipedia-zh > 详情见：corpus/zh_wikipedia/README.md ### 知识库向量索引 | 知识库数据 | FAISS向量 | |-------------------------------------------------------------------------------|----------------------------------------------------------------------| | 中文维基百科截止4月份数据，45万 | 链接：https://pan.baidu.com/s/1VQeA_dq92fxKOtLL3u3Zpg?pwd=l3pn 提取码：l3pn | | 截止去年九月的130w条中文维基百科处理结果和对应faiss向量文件 @[yubuyuabc](https://github.com/yubuyuabc) | 链接：https://pan.baidu.com/s/1Yls_Qtg15W1gneNuFP9O_w?pwd=exij 提取码：exij | | 💹 [大规模金融研报知识图谱](http://openkg.cn/dataset/fr2kg) | 链接：https://pan.baidu.com/s/1FcIH5Fi3EfpS346DnDu51Q?pwd=ujjv 提取码：ujjv | ## 🔨 TODO * [x] 支持上下文 * [x] 支持知识增量更新 * [x] 支持加载不同知识库 * [x] 支持检索结果与LLM生成结果对比 * [ ] 支持检索生成结果与原始LLM生成结果对比 * [ ] 支持模型问答与检索问答 * [ ] 检索结果过滤与排序 * [x] 互联网检索结果接入 * [ ] 模型初始化有问题 * [ ] 增加非LangChain策略 * [ ] 显示当前对话策略 * [ ] 构建一个垂直业务场景知识库，非通用性 ## 交流 欢迎多提建议、Bad cases，目前尚不完善，欢迎进群及时交流，也欢迎大家多提PR</br> <figure class="third"> <img src="https://raw.githubusercontent.com/yanqiangmiffy/Chinese-LangChain/master/images/ch.jpg" width="180px"> <img src="https://raw.githubusercontent.com/yanqiangmiffy/Chinese-LangChain/master/images/chatgroup.jpg" width="180px" height="270px"> </figure> 合作交流可以联系： <img src="https://raw.githubusercontent.com/yanqiangmiffy/Chinese-LangChain/master/images/personal.jpg" width="180px"> ## ❤️引用 - webui参考：https://github.com/thomas-yanxin/LangChain-ChatGLM-Webui - knowledge问答参考：https://github.com/imClumsyPanda/langchain-ChatGLM - LLM模型：https://github.com/THUDM/ChatGLM-6B - CSS：https://huggingface.co/spaces/JohnSmith9982/ChuanhuChatGPT ## ⭐️ Star History [](https://star-history.com/#yanqiangmiffy/Chinese-LangChain&Date)
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yanqiangmiffy · ICT-CAS · China
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:3376955bf842de7e, llm:description: '中文langchain项目|小必应，Q.Talk，强聊，QiangTalk' (Chinese LangChain project)
matched fp:3376955bf842de7e, llm:description: '中文langchain项目|小必应，Q.Talk，强聊，QiangTalk' (Chinese LangChain project)
matched fp:3376955bf842de7e, llm:description: '中文langchain项目|小必应，Q.Talk，强聊，QiangTalk' (Chinese LangChain project)