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FastGPT
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FastGPT is an open-source knowledge-based question answering platform built on large language models (LLMs). It provides out-of-the-box capabilities like data processing, model inference, and retrieval-augmented generation (RAG).

Some key features of FastGPT:

Data Processing

  • Supports importing data from various sources like text, PDFs, Word docs, web URLs, etc.
  • Automatically chunks and processes data for QA
  • Allows manual data entry and segmentation

Workflow Orchestration

  • Visual workflow builder to design complex question-answering flows
  • Integrate external tools and APIs

Model Support

  • Works with different LLMs like GPT, Claude, Wudao, etc.
  • Aligns with OpenAI's API for easy integration

Debugging

  • Search and test the knowledge base
  • View full context and intermediate outputs
  • Provide feedback on citations

Deployment

  • Quick deployment on Sealos cloud
  • Embed in websites/apps via iframes
  • Share and collaborate on conversations[1,3]

FastGPT aims to provide an easy-to-use platform for building customized AI assistants by leveraging LLMs and allowing orchestration of complex QA workflows.[1,3]

There is another project also called "fastGPT" which is a fast GPT-2 inference implementation written in Fortran, unrelated to the knowledge platform described above.

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