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| 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 | |
| --- | |
| *Built with sentence-transformers, ChromaDB, and Claude* | |