AI-Researcher is an LLM research automation framework and scientific workflow orchestrator designed to automate the end-to-end discovery process. It employs autonomous AI research agents to identify research gaps, formulate hypotheses, and execute scientific discovery workflows independently.
The system integrates an automated literature review tool for gathering and analyzing academic papers and code repositories with an AI-driven manuscript generator that synthesizes research motivations and experimental results into full-length academic papers.
The framework covers a modular research pipeline that includes research material collection, algorithm implementation, and performance validation. It utilizes closed-loop iteration to refine algorithm designs and incorporates benchmarking tools to evaluate agent performance based on correctness, completeness, and quality.
A web-based research management interface is provided to configure environment variables and trigger the research process workflows.