FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.
FastGPT is a self-hostable, Next.js-based AI agent construction platform that lets teams build and deploy retrieval-augmented generation applications through a visual Flow workflow editor without writing pipeline code from scratch. It supports Claude alongside OpenAI, DeepSeek, and Qwen models via configurable model settings, and integrates with the Model Context Protocol in both directions, meaning FastGPT applications can act as MCP servers or consume external MCP tools. Core features include a knowledge base system that ingests txt, md, PDF, DOCX, PPTX, CSV, and XLSX files with hybrid retrieval and re-ranking, a conversation workflow builder with RPA-style nodes and user interaction steps, full call-chain logging for debugging, and an OpenAPI layer that mirrors the GPT chat completions interface for drop-in compatibility. A notable detail is that the entire stack can be launched locally with a single Docker Compose command, exposing the interface on port 3000 with default credentials. Developers building production question-answering systems, enterprises wanting private document search, and teams needing embeddable chat widgets are the primary beneficiaries.
AI agent platform with RAG, data processing and visual workflow based on LLMs.
- ✓License: NOASSERTION
- ✓Actively maintained (<30d)
- ✓Healthy fork ratio
- ✓Clear description
- ✓Topics declared
- ✓Mature repo (>1y old)
git clone https://github.com/labring/FastGPT && cp FastGPT/*.md ~/.claude/agents/8 items in this repository
Expert prompt engineering skill that transforms Claude into "Alpha-Prompt" - a master prompt engineer who collaboratively crafts high-quality prompts through flexible dialogue. Activates when user asks to "optimize prompt", "improve system instruction", "enhance AI instruction", or mentions prompt engineering tasks.
当用户需要弃用一个工作流节点（保留向后兼容、隐藏出模板面板）时触发该 skill。FastGPT 工作流节点的弃用流程标准化封装，覆盖模板、Dispatcher、UI 引用等所有需要改动的位置。
将 FastGPT 文档从中文翻译为面向北美用户的英文。当用户提到翻译文档、i18n、国际化、translate docs、新增/修改了中文文档需要同步英文版时，使用此 skill。也适用于用户要求检查文档翻译缺失、批量翻译、或对比中英文文档差异的场景。
FastGPT API 开发规范。重点强调使用 zod schema 定义入参和出参,在 API 文档中声明路由信息,编写对应的 OpenAPI 文档,以及在 API 路由中使用 schema.parse 进行验证。
手动触发的 FastGPT PR 或本地分支变更梳理技能。仅当用户显式调用 $pr-change-analysis 时使用；用于 reviewer 分析一个 GitHub PR 或当前本地分支相对 upstream/main 的需求变更、影响范围、代码质量与代码风格，不用于自动审查触发。
Subagents overview
<div align="center">
<a href="https://fastgpt.io/"><img src="/.github/imgs/logo.svg" width="120" height="120" alt="fastgpt logo"></a>
# FastGPT
<p align="center">
<a href="./README_en.md">English</a> |
<a href="./README.md">简体中文</a> |
<a href="./README_id.md">Bahasa Indonesia</a> |
<a href="./README_th.md">ไทย</a> |
<a href="./README_vi.md">Tiếng Việt</a> |
<a href="./README_ja.md">日本語</a>
</p>
FastGPT 是一个 AI Agent 构建平台，提供开箱即用的数据处理、模型调用等能力，同时可以通过 Flow 可视化进行工作流编排，从而实现复杂的应用场景！
</div>
<p align="center">
<a href="https://fastgpt.io/">
<img height="21" src="https://img.shields.io/badge/在线使用-d4eaf7?style=flat-square&logo=spoj&logoColor=7d09f1" alt="cloud">
</a>
<a href="https://doc.fastgpt.io/guide/getting-started">
<img height="21" src="https://img.shields.io/badge/相关文档-7d09f1?style=flat-square" alt="document">
</a>
<a href="https://doc.fastgpt.io/self-host/dev">
<img height="21" src="https://img.shields.io/badge/本地开发-%23d4eaf7?style=flat-square&logo=xcode&logoColor=7d09f1" alt="development">
</a>
<a href="/#-%E7%9B%B8%E5%85%B3%E9%A1%B9%E7%9B%AE">
<img height="21" src="https://img.shields.io/badge/相关项目-7d09f1?style=flat-square" alt="project">
</a>
</p>
https://github.com/labring/FastGPT/assets/15308462/7d3a38df-eb0e-4388-9250-2409bd33f6d4
## 快速开始
可以通过 Docker 快速启动 FastGPT，在终端输入以下命令，根据引导完成输入即可拉取配置。
```bash
# 输入命令拉取配置文件
bash <(curl -fsSL https://doc.fastgpt.cn/deploy/install.sh)
# 启动
docker compose up -d
```
完全启动后，可通过`http://localhost:3000`访问 FastGPT，默认账号为`root`，密码为`1234`。
如果你遇到问题，可以[查看完整 Docker 部署教程](https://doc.fastgpt.io/self-host/deploy/docker)
## 🛸 使用方式
- **云服务版本**
如果你不需要私有化部署，可以直接使用我们提供的云服务版本，地址为：[fastgpt.io](https://fastgpt.io/)
- **社区自托管版本**
可以使用[Docker](https://doc.fastgpt.io/self-host/deploy/docker)快速部署，也可以使用[Sealos Cloud](https://doc.fastgpt.io/self-host/deploy/sealos) 来一键部署FastGPT。
- **商业版**
如果你需要更完整的功能，或深度的服务支持，可以选择我们的[商业版](https://doc.fastgpt.io/guide/version/commercial)。我们除了提供完整的软件外，还提供相应的场景落地辅导，具体可提交[商业咨询](https://fael3z0zfze.feishu.cn/share/base/form/shrcnjJWtKqjOI9NbQTzhNyzljc)
## 💡 核心功能
| | |
| ---------------------------------- | ---------------------------------- |
|  |  |
|  |  |
`1` 应用编排能力
- [x] 规划 Agent 模式。
- [x] 对话工作流、插件工作流，包含基础的 RPA 节点。
- [x] 用户交互
- [x] 双向 MCP
- [ ] 辅助生成工作流
`2` 应用调试能力
- [x] 知识库单点搜索测试
- [x] 对话时反馈引用并可修改与删除
- [x] 完整调用链路日志
- [x] 应用评测
- [ ] 高级编排 DeBug 调试模式
- [ ] 应用节点日志
`3` 知识库能力
- [x] 多库复用，混用
- [x] chunk 记录修改和删除
- [x] 支持手动输入，直接分段，QA 拆分导入
- [x] 支持 txt，md，html，pdf，docx，pptx，csv，xlsx (有需要更多可 PR file loader)，支持 url 读取、CSV 批量导入
- [x] 混合检索 & 重排
- [x] API 知识库
- [ ] RAG 模块热插拔
`4` OpenAPI 接口
- [x] completions 接口 (chat 模式对齐 GPT 接口)
- [x] 知识库 CRUD
- [x] 对话 CRUD
- [x] 自动化 OpenAPI 接口
`5` 运营能力
- [x] 免登录分享窗口
- [x] Iframe 一键嵌入
- [x] 统一查阅对话记录，并对数据进行标注
- [x] 应用运营日志
`6` 其他
- [x] 可视化模型配置。
- [x] 支持语音输入和输出 (可配置语音输入语音回答)
- [x] 模糊输入提示
- [x] 模板市场
<a href="#readme">
<img src="https://img.shields.io/badge/-返回顶部-7d09f1.svg" alt="#" align="right">
</a>
## 💪 我们的项目 & 链接
- [快速开始本地开发](https://doc.fastgpt.io/self-host/dev/)
- [OpenAPI 文档](https://doc.fastgpt.io/openapi/intro)
- [FastGPT-plugin](https://github.com/labring/fastgpt-plugin)
- [AI Proxy: 模型聚合负载均衡服务](https://github.com/labring/aiproxy)
- [Laf：3 分钟快速接入三方应用](https://github.com/labring/laf)
- [Sealos：快速部署集群应用](https://github.com/labring/sealos)
<a href="#readme">
<img src="https://img.shields.io/badge/-返回顶部-7d09f1.svg" alt="#" align="right">
</a>
## 🌿 第三方生态
- [AI Proxy：大模型聚合服务](https://sealos.run/aiproxy/?k=fastgpt-github/)
- [SiliconCloud (硅基流动) —— 开源模型在线体验平台](https://cloud.siliconflow.cn/i/TR9Ym0c4)
- [PPIO 派欧云：一键调用高性价比的开源模型 API 和 GPU 容器](https://ppinfra.com/user/register?invited_by=VITYVU&utm_source=github_fastgpt)
<a href="#readme">
<img src="https://img.shields.io/badge/-返回顶部-7d09f1.svg" alt="#" align="right">
</a>
## 🏘️ 社区交流群
扫码加入飞书话题群：
<a href="#readme">
<img src="https://img.shields.io/badge/-返回顶部-7d09f1.svg" alt="#" align="right">
</a>
## 🤝 贡献者
我们非常欢迎各种形式的贡献。如果你对贡献代码感兴趣，可以查看我们的 GitHub [Issues](https://github.com/labring/FastGPT/issues?q=is%3Aissue+is%3Aopen+sort%3Aupdated-desc)，大展身手，向我们展示你的奇思妙想。
<a href="https://github.com/labring/FastGPT/graphs/contributors" target="_blank">
<table>
<tr>
<th colspan="2">
<br><img src="https://contrib.rocks/image?repo=labring/FastGPT"><br><br>
</th>
</tr>
<tr>
<td>
<picture>
<source media="(prefers-color-scheme: dark)" srcset="https://next.ossinsight.io/widgets/official/compose-org-active-contributors/thumbnail.png?activity=active&period=past_28_days&owner_id=102226726&repo_ids=605673387&image_size=2x3&color_scheme=dark">
<img alt="Active participants of labring - past 28 days" src="https://next.ossinsight.io/widgets/official/compose-org-active-contributors/thumbnail.png?activity=active&period=past_28_days&owner_id=102226726&repo_ids=605673387&image_size=2x3&color_scheme=light">
</picture>****
</td>
<td rowspan="2">
<picture>
<source media="(prefers-color-scheme: dark)" srcset="https://next.ossinsight.io/widgets/official/compose-org-participants-growth/thumbnail.png?activity=new&period=past_28_days&owner_id=102226726&repo_ids=605673387&image_size=4x7&color_scheme=dark">
<img alt="New trends of labring" src="https://next.ossinsight.io/widgets/official/compose-org-participants-growth/thumbnail.png?activity=new&period=past_28_days&owner_id=102226726&repo_ids=605673387&image_size=4x7&color_scheme=light">
</picture>
</td>
</tr>
<tr>
<td>
<picture>
<source media="(prefers-color-scheme: dark)" srcset="https://next.ossinsight.io/widgets/official/compose-org-active-contributors/thumbnail.png?activity=new&period=past_28_days&owner_id=102226726&repo_ids=605673387&image_size=2x3&color_scheme=dark">
<img alt="New participants of labring - past 28 days" src="https://next.ossinsight.io/widgets/official/compose-org-active-contributors/thumbnail.png?activity=new&period=past_28_days&owner_id=102226726&repo_ids=605673387&image_size=2x3&color_scheme=light">
</picture>
</td>
</tr>
</table>
</a>
## 🌟 Star History
<a href="https://github.com/labring/FastGPT/stargazers" target="_blank" style="display: block" align="center">
<picture>
<source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=labring/FastGPT&type=Date&theme=dark" />
<source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/svg?repos=labring/FastGPT&type=Date" />
<img alt="Star History Chart" src="https://api.star-history.com/svg?repos=labring/FastGPT&type=Date" />
</picture>
</a>
<a href="#readme">
<img src="https://img.shields.io/badge/-返回顶部-7d09f1.svg" alt="#" align="right">
</a>
## 使用协议
本仓库遵循 [FastGPT Open Source License](./LICENSE) 开源协议。
1. 允许作为后台服务直接商用，但不允许提供 SaaS 服务。
2. 未经商业授权，任何形式的商用服务均需保留相关版权信息。
3. 完整请查看 [FastGPT Open Source License](./LICENSE)
4. 联系方式：Dennis@sealos.io，[点击查看商业版定价策略](https://doc.fastgpt.io/guide/version/commercial)
What people ask about FastGPT
What is labring/FastGPT?
+
labring/FastGPT is subagents for the Claude AI ecosystem. FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration. It has 28.4k GitHub stars and was last updated today.
How do I install FastGPT?
+
You can install FastGPT by cloning the repository (https://github.com/labring/FastGPT) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.
Is labring/FastGPT safe to use?
+
Our security agent has analyzed labring/FastGPT and assigned a Trust Score of 89/100 (tier: Trusted). See the full breakdown of passed checks and flags on this page.
Who maintains labring/FastGPT?
+
labring/FastGPT is maintained by labring. The last recorded GitHub activity is from today, with 179 open issues.
Are there alternatives to FastGPT?
+
Yes. On ClaudeWave you can browse similar subagents at /categories/agents, sorted by popularity or recent activity.
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