Codium-ai/AlphaCodium

Official implementation for the paper: "Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering""

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AlphaCodium helps software developers and competitive programmers generate better code using large language models (LLMs). It takes a problem description and optional public/private test cases as input, then iteratively refines the LLM-generated code to produce more accurate and robust solutions. This is ideal for those who want to leverage AI for complex coding challenges.

3,925 stars. No commits in the last 6 months.

Use this if you are a developer looking to significantly improve the accuracy and reliability of code generated by large language models for programming problems.

Not ideal if you are looking for a simple, single-prompt solution for basic coding tasks, as this involves a multi-stage, iterative process.

competitive-programming software-development code-generation LLM-fine-tuning AI-assisted-coding
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 19 / 25

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Stars

3,925

Forks

299

Language

Python

License

AGPL-3.0

Category

code-generation

Last pushed

Nov 25, 2024

Commits (30d)

0

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