exla

An approachable image processing library primarily based upon Vix and libvips that is NIF-based, fast, multi-threaded, pipelined and has a low memory footprint.

Updated 2 months ago

RAG (Retrieval Augmented Generation) library for Elixir

Updated 1 week ago

Hybrid Retrieval-Augmented Generation (RAG) system for multi-language codebase analysis. MCP server combining static analysis, knowledge graphs, semantic search with local ML, and advanced graph al...

Updated 21 hours ago

Text analysis and processing for Elixir including ngram, language detection and more.

Updated 3 weeks ago

Torus bridges Ecto and PostgreSQL, simplifying building search queries.

Updated 1 month ago

An easy-to-use library for building, training, and deploying binary text classifiers with Axon.

Updated 1 month ago

Simple image classification, embedding, object detection, segmentation, background removal, captioning, and zero-shot classification for the `image` library. Powered by Bumblebee and Ortex with str...

Updated 4 months ago

High-performance text generation library based on nth-order Markov chains

Updated about 3 years ago

Elixir SDK for Tinker: LoRA training, sampling, and future-based workflows with telemetry and HTTP/2.

Updated 7 months ago

HHEM hallucination detection for Elixir

Updated 7 months ago

Semantic similarity testing for Elixir with the wave operator <~>

Updated 1 month ago

A library for object detection and seamless YOLO model integration in Elixir

Updated about 1 year ago

Semantic memory for Elixir — retain, recall, reflect. An Elixir port of Vectorize's Hindsight (MIT), measured at statistical parity.

Updated 3 days ago

Soothsayer is an Elixir library for time series forecasting, inspired by Facebook's Prophet and NeuralProphet.

Updated 4 weeks ago

ColBERT-style neural retrieval for Elixir

Updated 1 month ago

A pure Elixir implementation of the Leiden algorithm for community detection in networks. The Leiden algorithm improves upon the Louvain method by addressing resolution limits and ensuring well-con...

Updated 10 months ago

Graph-based recommendation engine for Elixir. In-memory graph with temporal segmentation, Personalized PageRank, SALSA, SimilarItems and GlobalRank algorithms. Inspired by Twitter's WTF/GraphJet an...

Updated 4 months ago

A collection of ONNX vision AI models with wrappers based on Ortex

Updated about 2 years ago

Native Elixir reinforcement learning: Gymnasium-like environments and classical trainers, with a Mix CLI for experiments.

Updated 1 month ago

Pure-Elixir quantum circuit simulation and quantum machine learning primitives powered by Nx.

Updated 6 months ago

Membrane plugin for OpenAI's Whisper model

Updated 3 months ago

Speech surface for Raxol. TTS reads accessibility announcements aloud, STT captures voice input via Bumblebee/Whisper and injects as events.

Updated 1 month ago

Elixir-native text embeddings via Ortex + Tokenizers with FastEmbed-compatible model registry

Updated 7 months ago

AI Elixir convenience package to install Bumblebee, Nx, Explorer, Scholar, Image, Torch, Tensorflow etc. Inspired by npm -i ai

Updated about 2 years ago

186 neural network architectures for Nx/Axon: transformers, Mamba, diffusion, GNNs, audio, robotics, and more

Updated 7 months ago

Image highlighting using Nx and tensors.

Updated 6 months ago

Reinforcement Learning built with Nx

Updated about 3 years ago

IREE compiler and runtime facilities for Nx

Updated about 2 years ago

High-performance Bloom Filter library for Elixir with Nx tensor operations. Supports Standard, Counting, Scalable, and Learned filters with EXLA/GPU acceleration.

Updated 11 months ago

Bio inspired algorithms using Elixir

Updated about 1 year ago