Swarm-Intelligence

A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.

? Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.

21 Lessons, Get Started Building with Generative AI ? https://microsoft.github.io/generative-ai-for-beginners/

For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

? The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

CLI platform to experiment with codegen. Precursor to: https://lovable.dev

ripgrep recursively searches directories for a regex pattern while respecting your gitignore

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)