The fastest memoizing and caching Python library written in Rust.

Run your own AI cluster at home with everyday devices 📱💻 🖥️⌚

End-to-end Generative Optimization for AI Agents

Create web-based user interfaces with Python. The nice way.

Lynis - Security auditing tool for Linux, macOS, and UNIX-based systems. Assists with compliance testing (HIPAA/ISO27001/PCI DSS) and system hardening. Agentless, and installation optional.

Multi-arch docker image with ffmpeg/ffprobe binaries built as hardened static PIE binaries with no external dependencies

Beyond Language Models: Byte Models are Digital World Simulators

Large Context Attention

Large World Model -- Modeling Text and Video with Millions Context

A unified evaluation framework for large language models

Get up and running with Llama 3.3, Mistral, Gemma 2, and other large language models.

Official inference library for Mistral models

Automatically visualize your pandas dataframe via a single print! 📊 💡

A simple python library to interact with Microsoft Graph and Office 365 API

Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.

2D vector & raster editor that melds traditional layers & tools with a modern node-based, non-destructive, procedural workflow.

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

👑 Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

General technology for enabling AI capabilities w/ LLMs and MLLMs

Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

DSPy: The framework for programming—not prompting—language models

prompt2model - Generate Deployable Models from Natural Language Instructions

A tiny library for coding with large language models.

🤖🌊 aiFlows: The building blocks of your collaborative AI

The first open Federated Learning framework implemented in C++ and Python.

MERLIN is a global, model-agnostic, contrastive explainer for any tabular or text classifier. It provides contrastive explanations of how the behaviour of two machine learning models differs.