GPTQuery Documentation

Welcome to GPTQuery — a modular framework for AI-powered tool orchestration.

Notice

This project will no longer be updated or extended. Yet it should work fine while it exists.:)

Structure

• Quickstart → docs/quickstart.md
• Developer Guide → docs/devsquickstart.md
• Architecture → docs/architecture.md

Tip for Devs

I recommend that you install this as an editable package from the source code, rather than from pip. Since developing tools requires you to have access to the source code to add your own tool, this ensure that you're working with the most up to date version.

🎓 Citation

If you use this framework in academic research, please cite:

Mandujano Manríquez, M. (2025). GPTQuery: Modular framework for building and orchestrating AI-powered research tools. GitHub: https://github.com/mauriciomm7/gptquery

@misc{mandujano2025gptquery,
  author       = {Mauricio Mandujano Manríquez},
  title        = {GPTQuery: Modular framework for building and orchestrating AI-powered research tools},
  year         = {2025},
  howpublished = {\url{https://github.com/mauriciomm7/gptquery}},
  note         = {GitHub repository}
}

🙏 Acknowledgments

• Chatbot logo created by Freepik - Flaticon
• CI/CD automation using GitHub Actions — Automating build, test, and deployment workflows
• tokencost — Token cost estimation for language models
• tiktoken — Tokenization library used for accurate token counts
• IPython — Interactive computing environment and enhanced Python shell