FastGPT

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FastGPT is a knowledge-based Q&A system built on the LLM, offers out-of-the-box data processing and model invocation capabilities, allows for workflow orchestration through Flow visualization!

https://github.com/labring/FastGPT/assets/15308462/7d3a38df-eb0e-4388-9250-2409bd33f6d4

🛸 Use Cloud Services

fastgpt.run

💡 Features

1. Powerful visual workflows: Effortlessly craft AI applications

   • Simple mode on deck - no need for manual arrangement
   • User dialogue pre-guidance
   • Global variables
   • Knowledge base search
   • Dialogue via multiple LLM models
   • Text magic - convert to structured data
   • Extend with HTTP
   • Embed Laf for on-the-fly HTTP module crafting
   • Directions for the next dialogue steps
   • Tracking source file references
   • Custom file reader
   • Modules are packaged into plug-ins to achieve reuse

2. Extensive knowledge base preprocessing

   • Reuse and mix multiple knowledge bases
   • Track chunk modifications and deletions
   • Supports manual entries, direct segmentation, and QA split imports
   • Supports URL fetching and batch CSV imports
   • Supports Set unique vector models for knowledge bases
   • Store original files
   • File learning Agent

3. Multiple effect testing channels

   • Single-point knowledge base search test
   • Feedback references and ability to modify and delete during dialogue
   • Complete context presentation
   • Complete module intermediate value presentation

4. OpenAPI

   • completions interface (aligned with GPT interface)
   • Knowledge base CRUD

5. Operational functions

   • Login-free sharing window
   • One-click embedding with Iframe
   • Unified access to dialogue records

👨‍💻 Development

Project tech stack: NextJs + TS + ChakraUI + Mongo + Postgres (Vector plugin)

• ⚡ Deployment

  

  Give it a 2-4 minute wait after deployment as it sets up the database. Initially, it might be a tad slow since we're using the basic settings.

• Getting Started with Local Development

• Deploying FastGPT

• Guide on System Configs

• Configuring Multiple Models

• Version Updates & Upgrades

👀 Others

• FastGPT FAQ
• Docker Deployment Tutorial Video
• Official Account Integration Video Tutorial
• FastGPT Knowledge Base Demo

💪 Related Projects

• Laf: 3-minute quick access to third-party applications
• Sealos: Rapid deployment of cluster applications
• One API: Multi-model management, supports Azure, Wenxin Yiyuan, etc.
• TuShan: Build a backend management system in 5 minutes

🤝 Third-party Ecosystem

• luolinAI: Enterprise WeChat bot, ready to use

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