Multi-source empirical research across academic preprints, code repositories, live web, and AST math.
Automated tool execution pipeline for deep empirical retrieval.
Encyclopedic summaries, scientific concepts, and factual context.
Academic research papers in CS, Physics, Math, and AI/ML.
Repository statistics, open issues, star metrics, and READMEs.
Developer community discussions, benchmark feedback, and sentiment.
Live population, capitals, languages, and geographic statistics.
Real-time cryptocurrency quotes, stock tickers, and price movements.
Domain IPv4 records, MX mail servers, and TXT security records.
High-precision AST evaluation for growth, formulas, and ratios.
Live search queries and Cheerio web page content extraction.
Self-reflecting agent workflow executed on every research query.
Breaks topic into subtopics & tool calls
Queries ArXiv, GitHub, HN, Web, Math & APIs
Evaluates completeness & checks logic
Formats Markdown report with sources