EvoResearch

EvoResearch is an autonomous research agent that gathers, synthesises and reports on complex academic and web data, pulling live results from DuckDuckGo, Arxiv, OpenAlex, Crossref and Core simultaneously. It runs on three backend engines: a Trust Engine that scores source credibility, detects hallucination and firewalls prompts; a LangGraph-powered Research Engine that orchestrates retrieval, evaluation and report generation; and a Self-Evolution Engine that analyses past tasks to propose, benchmark and deploy improved reasoning pathways. Progress streams to the user in real time over Server-Sent Events, and output is delivered as structured JSON and Markdown reports with properly attributed citations. The stack is Next.js 15, React 19 and TypeScript over Python 3.11, FastAPI and LangGraph, backed by Supabase.