OpenEvolve combines MAP-Elites evolutionary algorithms with LLMs to autonomously discover and optimize code, achieving 2-3x speedups and state-of-the-art results on real hardware.
This repo uses LangChain’s experimental graph transformers with GPT-4o to extract and visualize knowledge graphs from unstructured text, offering a practical LLM-based information extraction pattern.
AgenticAiLabs AI Engineering Roadmap offers a modular, community-curated curriculum for self-taught AI engineers, covering from fundamentals to advanced AI topics like LLMs and RAG.
