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awesome-elixir-ai

Awesome List for the Elixir AI Collective
https://github.com/agentjido/awesome-elixir-ai

Last synced: 1 day ago
JSON representation

  • Resources

  • High-Level Agent Frameworks

    • How to Join

      • AshAi - Structured outputs, vectorization and tool calling for your Ash application with LangChain integration and MCP server capabilities.
      • Jido - Framework for building autonomous, distributed agent systems with modular actions, stateful agents, and sensors. AI-framework agnostic.
      • LangChain - Framework for developing applications powered by language models, with support for OpenAI, Anthropic, Google, and Bumblebee models.
      • SwarmEx - Lightweight library for AI agent orchestration with built-in telemetry and tool integration.

  • LangChain-Style Components

    • How to Join

      • Instructor.ex - Structured outputs from LLMs using Ecto schemas. Works with OpenAI, llama.cpp and Bumblebee.
      • InstructorLite - Lightweight structured outputs for LLMs using JSON schemas with multi-provider support including OpenAI, Anthropic, and Gemini.
      • Mentor - Library for generating validated structured outputs from LLMs with automatic retries and schema validation.

  • LLM Clients & SDKs

    • How to Join

      • ExLLM - Multi-provider LLM library with unified API for Anthropic, OpenAI, Gemini, Groq, Ollama, and more. Features streaming, cost tracking, and structured outputs.
      • Honeycomb - Fast LLM inference service and library built on Elixir, Bumblebee, and EXLA with OpenAI API compatibility.
      • LLM Composer - An Elixir library for integrating and managing multiple LLM backends including OpenAI, Ollama, and Google Gemini.
      • Ollama-ex - Elixir client for Ollama API with support for completions, chat, tools, and function calling.
      • ReqLLM - Composable LLM client built on Req. Plugin-based providers for Anthropic, OpenAI, Google, and more with typed data structures.

  • RAG & Embeddings

    • How to Join

      • Rag - Library for building Retrieval Augmented Generation (RAG) systems with support for vector stores like pgvector and chroma.
      • TextChunker - Semantic text chunking library optimized for vector embedding and RAG applications.

  • Vector Databases & Indexers

    • How to Join

      • ExFaiss - Elixir front-end to Facebook AI Similarity Search (Faiss) for efficient similarity search and clustering of dense vectors.
      • pgvector-elixir - Ecto type and helpers for pgvector. Use Postgres as your vector store.

  • Observability, Evaluation & Guardrails

    • How to Join

      • Evals - Tool for evaluating AI language models on Elixir code generation with side-by-side model comparisons and automated testing.
      • Usage Rules - Tool for synchronizing LLM rules files with dependencies to prevent AI hallucinations and ensure consistent usage patterns.

  • Data Ingestion & ETL

    • How to Join

      • Crawly - Powerful Elixir web crawler for building corpora and data extraction pipelines.
      • Explorer - Series and dataframes for data exploration in Elixir. Essential for preprocessing and feature pipelines.
      • Floki - HTML parser for extraction pipelines.

  • Speech & Audio

    • How to Join

      • Membrane Framework - Real-time multimedia processing framework. Great for TTS/STT pipelines and streaming audio applications.

  • Vision & Image Processing

    • How to Join

      • Evision - OpenCV bindings for Elixir/Erlang with comprehensive computer vision capabilities.
      • NxImage - Image processing in Nx for preprocessing and augmentation.
      • Vix - Fast image processing via libvips for preprocessing and augmentation.
      • YOLO - Real-time object detection using YOLOv8 models with 38ms processing time and optional Rust NIF for performance.

  • Starters, Templates & Examples

    • How to Join

      • Kino - Render rich and interactive output in Livebook for building AI demos and explorations.

  • Evolutionary & Genetic Algorithms

    • How to Join

      • Genex - Genetic Algorithms in Elixir. Simple library for evolutionary computing and optimization problems.
Programming Languages
Elixir 28 C++ 1
Categories
Resources 12 LLM Clients & SDKs 5 High-Level Agent Frameworks 4 Vision & Image Processing 4 Data Ingestion & ETL 3 LangChain-Style Components 3 RAG & Embeddings 2 Observability, Evaluation & Guardrails 2 Vector Databases & Indexers 2 Speech & Audio 1 License 1 Evolutionary & Genetic Algorithms 1 Starters, Templates & Examples 1
Sub Categories
How to Join 28 Community & Ecosystem 5 Tutorials & Learning 4 Model Context Protocol (MCP) 4
Keywords
elixir 13 erlang 4 ai 4 llm 2 anthropic 1 streaming-video 1 streaming-audio 1 streaming-api 1 streaming 1 multimedia 1 membrane-framework 1 membrane 1 spider 1 scraping-websites 1 scraping 1 scraper 1 extract-data 1 crawling 1 crawler 1 rust 1 dataframes 1 data-science 1 html5ever 1 html-parser 1 floki 1 fast-html 1 css-selectors 1 css-selector 1 opencv 1 elixir-library 1 workflow 1 orchestration 1 functional-programming 1 event-driven-architecture 1 artificial-intelligence 1 agent 1 vix 1 vips 1 nif 1 libvips 1 imagemagick 1 image-processing 1 ollama 1 localllm 1 llms 1 chatgpt-api 1 instructor 1 ecto 1 tensor 1 nx 1