README.md

metadata

title: EGM Research Assistant
emoji: 📚
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 5.29.0
python_version: '3.11'
app_file: app.py
pinned: false
license: cc-by-4.0

📚 EGM Research Assistant

An AI-powered research synthesis tool for the Evidence Gap Map, built on 358 impact evaluations and systematic reviews on private sector engagement.

Features

• Semantic RAG — vector search retrieves the most relevant studies per query
• Dataset-only responses — synthesises exclusively from retrieved studies, never general knowledge
• Cited answers — every claim linked to a specific study with author, year, and country
• Evidence visualised — charts showing interventions, regions, study designs, and publication years
• Dataset Summary tab — instant spread analysis of any column with descriptive statistics

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Built with sentence-transformers, ChromaDB, and Claude