Open-Source on jamesm.blog

List of AI GitHub Projects

Sat, 27 May 2023 08:01:18 +0100

A collection of significant open-source AI projects that are shaping the ecosystem.

AI Agent Frameworks

AutoGen — Microsoft’s multi-agent conversation framework for building complex AI systems with role-based agents
CrewAI — Framework for orchestrating autonomous AI agents that work together as a crew
Langchain — Foundational library for building applications with LLMs, offering chains, agents, and memory abstractions
Open Interpreter — Let LLMs run code locally and interact with your computer

Code & Development

Auto-GPT — Early autonomous AI agent that can break down goals and execute them iteratively
Aider — AI pair programmer that can edit code in your local repository
Prompt Engineering Guide — Comprehensive guide with papers, techniques, and best practices

Specialized Tools

OpenClaw — AI agent framework for operating graphical user interfaces directly
Ollama — Simple way to run large language models locally
LiteLLM — Unified interface for calling all major LLM APIs with cost tracking

Research & Resources

Transformers — Hugging Face’s comprehensive library for state-of-the-art NLP models
Papers with Code — Curated dataset linking papers with their implementations