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fastgpt logo

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!

cloud document development project license

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

🛸 Use Cloud Services

Cloud: fastgpt.in

Demo Demo
Demo Demo
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💡 Features

1 Application Orchestration Features

  • Offers a straightforward mode, eliminating the need for complex orchestration
  • Provides clear next-step instructions in dialogues
  • Facilitates workflow orchestration
  • Tracks references in source files
  • Encapsulates modules for enhanced reuse at multiple levels
  • Combines search and reordering functions
  • Includes a tool module
  • Integrates Laf for online HTTP module creation
  • Plugin encapsulation capabilities

2 Knowledge Base Features

  • Allows for the mixed use of multiple databases
  • Keeps track of modifications and deletions in data chunks
  • Enables specific vector models for each knowledge base
  • Stores original source files
  • Supports direct input and segment-based QA import
  • Compatible with a variety of file formats: pdf, docx, txt, html, md, csv
  • Facilitates URL reading and bulk CSV importing
  • Supports PPT and Excel file import
  • Features a file reader
  • Offers diverse data preprocessing options

3 Application Debugging Features

  • Enables targeted search testing within the knowledge base
  • Allows feedback, editing, and deletion during conversations
  • Presents the full context of interactions
  • Displays all intermediate values within modules
  • Advanced DeBug mode for orchestration

4 OpenAPI Interface

  • The completions interface (aligned with GPT's chat mode interface)
  • CRUD operations for the knowledge base
  • CRUD operations for conversations

5 Operational Features

  • Share without requiring login
  • Easy embedding with Iframe
  • Customizable chat window embedding with features like default open, drag-and-drop
  • Centralizes conversation records for review and annotation
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👨‍💻 Development

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

🏘️ Community

Community Group
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👀 Others

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🤝 Third-party Ecosystem

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🌟 Star History

Star History Chart
Description
FastGPT is a knowledge-based platform built on the LLM, offers out-of-the-box data processing and model invocation capabilities, allows for workflow orchestration through Flow visualization!
Readme 428 MiB
Languages
JavaScript 57.9%
TypeScript 36.9%
HTML 4.1%
Python 0.8%
SCSS 0.2%