AI-Assisted Data Extraction (AIDE) [web version]

Features

• ✅ Universal LLM Support: Works with a single OpenAI-style endpoint
• ✅ Client-Side Processing: All data processing happens in the browser - no backend required
• ✅ Spreadsheet Support: Upload coding forms in .csv, .xls, or .xlsx format
• ✅ Structured JSON Output: Clean JSON responses instead of regex parsing
• ✅ Session Storage: Credentials stored securely in sessionStorage (cleared on browser close)
• ✅ Modern UI: Clean, intuitive interface with responsive design

Quick Start

1. Get an API key from your preferred provider.
2. Access AIDE on the web and follow instructions provided: http://noah-schroeder.github.io/AIDE-Web

Citation

If you use AIDE in your research, please cite:

@misc{schroeder2025largelanguagemodelshumanintheloop,
    title={Large Language Models with Human-In-The-Loop Validation for Systematic Review Data Extraction},
    author={Noah L. Schroeder and Chris Davis Jaldi and Shan Zhang},
    year={2025},
    eprint={2501.11840},
    archivePrefix={arXiv},
    primaryClass={cs.HC},
    url={https://arxiv.org/abs/2501.11840},
}

Support

For issues, questions, or contributions, please create a Github issue/bug report.