Verified project record

labring/FastGPT

FastGPT provides an out-of-the-box platform with data processing, RAG retrieval, and a visual workflow interface for building AI question-answering and agent applications. It is intended for developers, general users, and enterprise teams building enterprise RAG, AI agent automations, and customer service tools without writing code.

Project overview

Project type: AI Agent · RAG · Workflow
Use cases: Knowledge Q&A · Automation
Deployment: Refer to project documentation
License: License pending

Best for

Developers, general users, and enterprise teams who need to build AI agents and RAG applications without writing code.
Teams requiring a web GUI to ingest diverse file types and URLs for multi-library mixed retrieval and reranking.

Key capabilities

Provides a visual Flow interface for orchestrating conversational and plugin workflows, including basic RPA nodes.
Allows multi-library reuse, mixed retrieval and reranking, and supports various file types including txt, md, html, pdf, docx, pptx, csv, and xlsx for RAG.
Provides orchestration of AI agent skills and capabilities.
Provides tools for managing operations, including shareable windows without login, iframe embedding, and conversation logging and annotation.
Offers bidirectional Model Context Protocol (MCP) capabilities to connect and extend agent tools.

Limitations and risks

The open source license does not allow providing the platform as a SaaS service.
The assisted generation workflow is not yet implemented and is currently planned for future development.

Getting started

The platform can be deployed in two steps without coding using a quick start script (bash <(curl -fsSL https://doc.fastgpt.io/deploy/install.sh)) followed by docker compose up -d, after which the interface is accessible at http://localhost:3000.

Evidence and sources

GitHub project description: 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…
README: 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！
Release: v4.15.1
README: 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。
README: 完全启动后，可通过`http://localhost:3000`访问 FastGPT，默认账号为`root`，密码为`1234`。

Reviewed at: 2026-07-17T09:50:40Z