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Visual and Interactive Decomposition, Execution, and Evaluation of Text Analysis Tasks with Intelligent Agents

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VIDEE

This is the open-source repository for paper: Visual and Interactive Decomposition, Execution, and Evaluation of Text Analytics with Intelligent Agents

Reproduction Guide

Back-end

  1. Set up virtual environment with python 3.11 (for parallel version)
  2. Set up API keys using system environment
  • The system supports up to three models as evaluators: gpt-4o-mini, claude-3-5-sonnet-latest, and gemini-2.0-flash-lite.
  • You must set up at least one API key. The system will automatically ignore models without available API keys.
  • To set up, put your API keys in the environment variable:
# typically in your ~/.bashrc or ~/.zshrc:
OPENAI_API_KEY="xxx"
ANTHROPIC_API_KEY="xxx"
GEMENI_API_KEY="xxx"
  1. run pip install -r server/requirements.txt
  2. run python -m server.main

Front-end

  1. run npm i
  2. run npm run dev

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Visual and Interactive Decomposition, Execution, and Evaluation of Text Analysis Tasks with Intelligent Agents

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