Release v5: Major expansion with 8 new libraries

🚀 Major Release: 8 New Libraries Added

This release significantly expands the awesome ML & GenAI Elixir list with 8 high-quality new additions, bringing the total from 23 to 31 libraries.

✨ New Libraries Added

Vector Search & Similarity (New Section)

• ExFaiss - Vector search and similarity clustering with Facebook's Faiss

LLM Tools

• AshAi - Comprehensive AI integration for Ash applications
• ExLLM - Multi-provider LLM client with unified API
• InstructorLite - Lightweight structured outputs with JSON schemas

Computer Vision

• YOLO - Real-time object detection using YOLOv8 models

Development Tools

• Evals - AI model evaluation for Elixir code generation
• Usage Rules - LLM rules synchronization to prevent hallucinations
• Anubis MCP - Updated MCP implementation (was Hermes MCP)

📊 Improvements

• Added new Vector Search & Similarity section
• Reorganized Computer Vision section
• Updated table of contents with new sections
• Corrected repository links and descriptions
• Enhanced library descriptions with key features

📈 Statistics

• Total Libraries: 31 (↑8 from v4)
• New Section: Vector Search & Similarity
• Coverage: Complete AI/ML development lifecycle
• Quality: All additions are actively maintained and production-ready

This release establishes the list as the most comprehensive resource for ML and GenAI development in Elixir.

Release v4: Conference Videos and RAG Tools

What's New

• Added two recent conference videos:

  • (2025) Keynote: Designing LLM Native systems - Sean Moriarity
  • (2024) Using LLMs and AI Agents to super power your Phoenix apps - Byron Saltysiak

• Added new RAG-related tools:

  • Rag: Library for building Retrieval Augmented Generation systems
  • TextChunker: Semantic text chunking library optimized for vector embedding

Release v3: New ML Tools

What's New

• Added new LLM tools:

  • Mentor: Library for generating validated structured outputs
  • Ollama-ex: Elixir client for Ollama API
  • Updated Honeycomb description

• Added to Agent Frameworks:

  • SwarmEx: Lightweight library for AI agent orchestration
  • Updated Jido description

• Added new Development Tools section:

  • HexDocs MCP: Semantic search for Elixir package documentation
  • Hermes MCP: SDK for the Model Context Protocol
  • MCP Proxy: STDIO to HTTP/SSE MCP proxy

• Improved organization with new subsections in Generative AI category

v2

Renamed this repo to include more resources and libraries regarding GenAI and tools to connect to LLMs.

v1

Full Changelog: https://github.com/georgeguimaraes/awesome-machine-learning-elixir/commits/v1