About Researchloom

ResearchLoom (Samhita / संहिता) ResearchLoom** (also known as **Samhita** — from Sanskrit *संहिता*, meaning *"methodically gathered and joined together"*) is an autonomous academic literature synthesis engine, flow canvas explorer, and interactive research workbench. It discovers scientific literature across open academic indexes, deduplicates candidate records, executes a two-stage relevance triage and extraction pipeline, archives full-text PDFs into a private local document vault, and provides an interactive research assistant with KaTeX formula rendering and LaTeX manuscript authoring. Users can freely toggle their preferred workspace identity between **ResearchLoom** and **Samhita** anytime in the application profile settings. Live Walkthrough Demo A complete high-resolution MP4 video walkthrough is also available at docs/demo/researchloom_demo.mp4. Screenshots & Visual Walkthrough 1. Literature Discovery & Candidate Search 2. Scientific Formula Blocks & Model Chaining 3. Systematic Review & PRISMA 2020 Screening 4. Interactive Data Sheets & Experiment Tables 5. Writing Studio & Academic Manuscript Editor Architecture Overview Features **Multi-Engine Academic Discovery**: Searches OpenAlex (100,000 requests/day polite pool), arXiv API, Crossref, Europe PMC, and DOAJ without requiring paid academic subscriptions. **Dual-Lineage Forward & Backward Citation Snowballing**…

Release archive