The-Swarm-Corporation/AI-CoScientist
An simple, reliable, and minimal implementation of the AI CoScientist Paper from Google "Towards an AI co-scientist" with Swarms Framework
Orchestrates specialized agents (generation, peer review, ranking, evolution, meta-analysis) through a tournament-based hypothesis refinement pipeline using Elo ratings for comparative evaluation. Built on the Swarms Framework, it enables multi-turn research workflows with state persistence, diversity controls via proximity analysis, and execution metrics tracking across iterative cycles. Supports multiple LLM providers (OpenAI, Anthropic, Google) with configurable tournament sizes and evolution parameters for autonomous scientific hypothesis discovery.
Available on PyPI.
Stars
63
Forks
15
Language
Python
License
MIT
Category
Last pushed
Oct 27, 2025
Monthly downloads
38
Commits (30d)
0
Dependencies
3
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