What is R2R?
R2R: The first open source agentic retrieval system available via API that autonomously researches your documents, searches and scrapes the web, builds knowledge graphs, and delivers comprehensive, citation-backed answers through simple RESTful endpoints.
Problem
Users need to manually conduct document research, web scraping, and knowledge graph construction, leading to inefficiency, fragmented workflows, and lack of automated insights.
Solution
An open-source agentic retrieval API that autonomously researches documents, searches/scrapes the web, builds knowledge graphs, and delivers citation-backed answers via RESTful endpoints.
Customers
Developers, data scientists, and product managers building AI-driven research tools or data-intensive applications.
Unique Features
Combines autonomous document analysis, live web scraping, knowledge graph generation, and citation-backed outputs in a single API.
User Comments
Simplifies complex research pipelines
Saves weeks of development time
Citations add credibility to outputs
Easy integration with existing systems
Limited customization for niche use cases
Traction
Launched on Product Hunt with 500+ upvotes, 100+ GitHub stars, and adoption by early-stage AI startups.
Market Size
The global $42 billion AI-powered big data analytics market (2028 projection) drives demand for automated research tools.
