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awesome-elixir-ai

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

Last synced: 4 days ago
JSON representation

  • Resources

  • Join the Community

  • 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.
      • 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.
      • 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.
      • 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.
      • 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.
      • 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.
      • 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.
      • 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.
      • 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.
      • 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.
      • 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.
      • 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.
      • 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.
      • 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.
      • 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.
      • 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.
      • 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.
      • 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.
      • 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.
      • 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.

  • Evolutionary & Genetic Algorithms

    • How to Join

      • Genex - Genetic Algorithms in Elixir. Simple library for evolutionary computing and optimization problems.
      • Genex - Genetic Algorithms in Elixir. Simple library for evolutionary computing and optimization problems.

  • Starters, Templates & Examples

    • How to Join

      • Kino - Render rich and interactive output in Livebook for building AI demos and explorations.
      • Livebook - Write interactive and collaborative notebooks with integrations to databases, messaging, visualization and AI workflows.
Programming Languages
Elixir 55 C++ 2
Categories
Resources 20 LLM Clients & SDKs 10 High-Level Agent Frameworks 8 Vision & Image Processing 8 Data Ingestion & ETL 6 LangChain-Style Components 6 RAG & Embeddings 4 Observability, Evaluation & Guardrails 4 Vector Databases & Indexers 4 Speech & Audio 2 License 2 Evolutionary & Genetic Algorithms 2 Starters, Templates & Examples 2 Featured Learning: Elixir Mentor 1 Join the Community 1
Sub Categories
How to Join 58 Community & Ecosystem 8 Model Context Protocol (MCP) 8 Tutorials & Learning 6
Keywords
elixir 25 ai 8 erlang 8 llm 4 chatgpt-api 2 llms 2 localllm 2 ollama 2 crawler 2 crawling 2 extract-data 2 scraper 2 scraping 2 scraping-websites 2 spider 2 data-science 2 dataframes 2 instructor 2 ecto 2 langchain 2 claude-ai 2 chatgpt 2 bumblebee 2 anthropic 2 workflow 2 orchestration 2 functional-programming 2 event-driven-architecture 2 artificial-intelligence 2 vix 2 vips 2 nif 2 libvips 2 imagemagick 2 image-processing 2 tensor 2 nx 2 numerical 2 image 2 opencv 2 elixir-library 2 streaming-video 2 agent 2 rust 2 css-selector 2 css-selectors 2 fast-html 2 floki 2 html-parser 2 html5ever 2