Repository History
Explore all analyzed open source repositories
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning
Paper2Code is an innovative multi-agent LLM system designed to automate the generation of code repositories directly from scientific papers in machine learning. It employs a sophisticated three-stage pipeline, encompassing planning, analysis, and code generation, each managed by specialized agents. This approach ensures faithful and high-quality implementations, outperforming existing baselines on relevant benchmarks.
context-engineering-intro: Master AI Coding Assistants with Context Engineering
Context Engineering represents a powerful evolution beyond traditional prompt engineering, focusing on providing comprehensive information to AI coding assistants for end-to-end task completion. The coleam00/context-engineering-intro repository offers a robust template and step-by-step guide to implement this discipline effectively. It enables developers to leverage AI, particularly with tools like Claude Code, to build complex features with greater consistency and fewer failures.
DevYouTubeList: A Curated Collection of Development YouTube Channels
DevYouTubeList is an extensive GitHub repository featuring a hand-picked collection of YouTube channels dedicated to software development. It categorizes channels by content type, such as tutorials, informational videos, live coding, and game development, and also by language. This resource is invaluable for developers looking to expand their knowledge and find new learning sources.
PyPriompt: Python Library for Priority-Based Prompt Design
PyPriompt is a Python library for designing prompts, inspired by web design libraries like React and FastHTML. It intelligently manages context windows by using priorities to decide what information to include in the prompt, ensuring efficient use of token limits. This tool helps developers create dynamic and adaptable prompts for large language models.