Literature Harvester Suite. A production research platform that queries 13 academic sources, incl...Literature Harvester Suite. A production research platform that queries 13 academic sources, incl...
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Literature Harvester Suite. A production research platform that queries 13 academic sources, including PubMed, Scopus, Web of Science, IEEE Xplore, ScienceDirect, OpenAlex, Crossref, arXiv and Semantic Scholar, behind a unified provider abstraction with per-source rate limiting, retry logic, DOI recovery and health monitoring. Seven-service Docker deployment: FastAPI backend, React frontend, PostgreSQL, Redis, Celery worker and Beat scheduler, and GROBID for PDF-to-TEI parsing, with Alembic migrations, an Nginx reverse proxy, JWT authentication and encrypted database fields. Harvested 21,379 unique records and 16,453 full-text PDFs. 363 Python modules and 74 pytest suites. Sole developer.
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The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started