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| title: Research Navigator | |
| emoji: 🐝 | |
| colorFrom: indigo | |
| colorTo: purple | |
| sdk: docker | |
| app_port: 7860 | |
| pinned: false | |
| license: mit | |
| short_description: Journal finder, OA rights checker, data repository guide | |
| # 🐝 Research Navigator | |
| **Publishing & Repository Assistant for Khalifa University Researchers** | |
| > *Find the right journal. Check your rights. Deposit to the right repository.* | |
| Research Navigator is an AI-powered publishing and open access assistant built by [Khalifa University Library](https://library.ku.ac.ae/lib). It helps KU researchers navigate journal selection, self-archiving rights, and research data management — in one place. | |
| --- | |
| ## ✨ Features | |
| ### 📰 Tab 1 — Journal Submission | |
| - 5 detailed journal cards + 10 quick-match suggestions (15 total per query) | |
| - Full Green OA breakdown per journal: Preprint / AAM / Version of Record | |
| - Ranking verified from 2025 journal data (32K+ journals) + OpenAlex enrichment | |
| - Scopus Sources direct links per journal for live metric verification | |
| - Khazna deposit guidance always included | |
| ### 🛡 Tab 2 — License Checking | |
| - Version-specific self-archiving policy (3-version breakdown) | |
| - Embargo lengths, licence conditions, risk flags | |
| - Direct deposit guidance for Khazna | |
| ### 🗄 Tab 3 — Data Repository | |
| - 4–5 recommended repositories (domain-specific + generalist mix) | |
| - Khazna always first as KU institutional option | |
| - Metadata-first rule: register in Khazna even if data goes elsewhere | |
| - FAIR alignment, certification, cost, embargo support per repository | |
| ### 🏛️ Khazna Integration | |
| - KU institutional repository always recommended across all three tabs | |
| - Article and dataset deposit guidance | |
| - Contact: khazna@ku.ac.ae | |
| --- | |
| ## 🏗️ Architecture | |
| ``` | |
| GitHub Pages (frontend) ──HTTPS──► HuggingFace Spaces (FastAPI) | |
| │ | |
| ┌───────────┴──────────────┐ | |
| │ scimagojr_2025.csv │ | |
| │ OpenAlex API (free) │ | |
| │ OpenAI API (gpt-4o-mini) │ | |
| └───────────────────────────┘ | |
| ``` | |
| --- | |
| ## 🚀 Deployment | |
| ### Backend — This Space | |
| 1. Add secret: `OPENAI_API_KEY` in Space Settings → Secrets | |
| 2. All files are in the Space root and `static/` folder | |
| 3. Ping `/api/health` every 5 min via UptimeRobot to prevent cold starts | |
| ### Frontend — GitHub Pages | |
| 1. Update `HF_BASE` in `static/js/api.js` to your Space URL | |
| 2. Push to `gh-pages` branch of `ku-library/researchbee` | |
| --- | |
| ## 📊 Data Sources | |
| | Source | Used for | Key needed? | | |
| |---|---|---| | |
| | SCImago CSV 2025 | Offline quartile lookup (private) | No — bundled | | |
| | OpenAlex API | Journal enrichment, h-index, citedness | No — free | | |
| | OpenAI API | All AI analysis | Yes | | |
| > Ranking metrics sourced from journal data (2025). Always verify policies on | |
| > [Open Policy Finder](https://openpolicyfinder.jisc.ac.uk) and repositories on | |
| > [re3data](https://www.re3data.org) before deposit. | |
| --- | |
| ## 🏛️ About | |
| Built by [Khalifa University Library](https://library.ku.ac.ae/lib) as part of the Research Navigator suite. | |
| - 📧 Library: library@ku.ac.ae | |
| - 🏛️ Khazna: khazna@ku.ac.ae | |
| - 🌐 [khazna.ku.ac.ae](https://khazna.ku.ac.ae) | |
| - 📚 [library.ku.ac.ae/lib](https://library.ku.ac.ae/lib) | |
| --- | |
| MIT License — Khalifa University Library | |