shyamsaktawat/OpenAlpha_Evolve

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1049 stars · 154 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

OpenAlpha_Evolve is an open-source Python framework inspired by DeepMind's AlphaEvolve that uses LLMs to iteratively generate, test, and evolve algorithmic solutions. It employs a modular agent-based architecture with an evolutionary cycle of prompt design, code generation, evaluation, and mutation.

Use cases

• evolve algorithms automatically with llms
• generate and refine code using genetic algorithms
• build autonomous coding agents
• experiment with llm-driven program synthesis
• optimize algorithms through iterative mutation
• research evolutionary code generation

When to choose

• you want an open-source, extensible platform for evolutionary code generation research
• you need an accessible alternative to closed AlphaEvolve-style systems
• you want to explore LLM-driven autonomous problem solving with LiteLLM support

When to avoid

• you need a production-ready, battle-tested code generation tool
• you want a simple one-shot code generator without evolutionary overhead
• you cannot afford LLM API costs for iterative candidate evaluation

Facets

framework · maturity active

agent-framework llm-inference machine-learning prompt-engineering testing artificial-intelligence large-language-models developer-tools python cross-platform evolutionary-algorithms genetic-algorithm autonomous-coding-agents code-generation litellm alphaevolve iterative-refinement ai-agents algorithms

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markdown · JSON · MCP: product_card(name="shyamsaktawat/OpenAlpha_Evolve")