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Scholar-Agent
FreeAutomate Literature Benchmarking & SOTA Metric Extraction
🎯 Academic researchers, data scientists, and students who need to automate literature reviews, extract benchmark metrics from papers, and track state-of-the-art research efficiently
🌐 Web☁️ Cloud (SaaS)
About Scholar-Agent
Full description available in admin panel.
Product Details
CompanyREDACTED
PricingFree
DeploymentCloud (SaaS)
Learning CurveModerate
Platforms
Web
Rating Breakdown
Pros & Cons
Pros
- Automates the literature review process
- High-precision PDF parsing
- Built on robust LangGraph architecture
- Bridges gap between paper databases and experimental data
Cons
- −Limited information on user support
- −No clear pricing details available
Key Features
Automated literature retrieval from arXiv and Zotero
PDF parsing with Docling and OCR fallback for tables/equations
SQLite persistence for projects and reports
React/Vite frontend with real-time agent tracking
Docker Compose for containerized deployment
Who Is Scholar-Agent Best For?
Researchers
Automate extraction of metrics from academic papers.
Data Scientists
Quickly benchmark algorithms against literature.
Technical Details
Learning Curve
Moderate — a few hours to learnReviews (0)
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Categories
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