FastGPT
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.
- 29.9k stars
- 7.3k forks
- 146 open issues
- Language: TypeScript
- License: NOASSERTION
- updated
Install
git clone https://github.com/labring/FastGPT && cp FastGPT/*.md ~/.claude/agents/- Clone the repository and copy the agent .md definitions into ~/.claude/agents (or .claude/agents inside a project).
- Start a new Claude Code session to load the agents.
- Delegate work to them with the Task/Agent tool or by name.
Editor's note
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.
11 items in this repository
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。
FastGPT CI workflow 双轨同步。当用户修改或新增 .github/workflows/ 下的 GitHub Actions workflow 时必须触发：同步更新 .forgejo/workflows/ 对应文件保持功能一致，或判断是否需要新建 Forgejo 版本。涉及 CI、GitHub Actions、Forgejo Actions、镜像构建、container registry、artifact、workflow yaml 改动、build-* workflow、test-* workflow 时也使用此技能。即使用户只提到"改一下 CI"或"加个 workflow"也应触发。
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 Docker Compose self-hosting deployment workflow. Use when a user asks an AI agent to deploy FastGPT with Docker by referencing /deploy/SKILL.md, including creating an empty fastgpt directory, running the install script in non-interactive mode, starting Docker Compose, monitoring service health, troubleshooting compose issues, and returning the access URL plus root credentials and next steps.
Translate one, multiple, or all explicitly requested FastGPT i18next namespace JSON files from the completed Simplified Chinese source into every supported target locale, with product-language research and structural validation. Use only when the user explicitly invokes `$i18n-translate` and identifies namespace names, files under `packages/web/i18n/zh-CN/`, or all namespaces; never trigger implicitly for ordinary i18n, copywriting, or documentation work.
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。
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.
Subagents overview
FastGPT
English | 简体中文 | Bahasa Indonesia | ไทย | Tiếng Việt | 日本語
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。
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。
# 输入命令拉取配置文件
bash <(curl -fsSL https://doc.fastgpt.io/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
🛸 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社区自托管版本
可以使用Docker快速部署，也可以使用Sealos Cloud 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。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
💡 核心功能
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1 应用编排能力
[x] Agent Skill 编排
[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 File Loader 可 PR )，支持 URL 读取、CSV 批量导入
[x] 混合检索 & 重排
[x] API 知识库
4 插件能力
[x] 系统工具热更新
[ ] RAG 模块热更新
[ ] Agent-loop 热更新
[ ] AI 实时生成插件
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
💪 我们的项目 & 链接
🌿 第三方生态
🏘️ 社区交流群
扫码加入飞书话题群：
🤝 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，大展身手，向我们展示你的奇思妙想。
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🌟 Star History
使用协议
本仓库遵循 FastGPT Open Source License 开源协议。
允许作为后台服务直接商用，但不允许提供 SaaS 服务。
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。
联系方式：Dennis@sealos.io，点击查看商业版定价策略
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 29.9k GitHub stars and its last recorded update is dated 2026-10-23.
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 95/100 (tier: Verified). 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 dated 2026-10-23, with 146 open issues.
Are there alternatives to FastGPT?
Yes. On ClaudeWave you can browse similar subagents at /categories/agents, sorted by popularity or recent activity.
Maintain this repo? Show its Trust Score in your README
The badge shows this repository's current Trust Score and verdict, and links back to this page. It follows the catalogue data: nobody can buy or edit the score it displays.
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