The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while control…

The LLM Evaluation Framework

MCP Toolbox for Databases is an open source MCP server for databases.

Get your documents ready for gen AI

A Flexible Framework for Experiencing Heterogeneous LLM Inference/Fine-tune Optimizations

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

Vane is an AI-powered answering engine.

The open source codebase powering HuggingChat

An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Async RL)

Cohere Toolkit is a collection of prebuilt components enabling users to quickly build and deploy RAG applications.

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

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)

[CVPR 2024] Real-Time Open-Vocabulary Object Detection

A high-throughput and memory-efficient inference and serving engine for LLMs

A programming framework for agentic AI

Distribute and run AI workloads on Kubernetes magically in Python, like PyTorch for ML infra.

OpenChat: Advancing Open-source Language Models with Imperfect Data

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website …

Track-Anything is a flexible and interactive tool for video object tracking and segmentation, based on Segment Anything, XMem, and E2FGVI.

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

Segment Any RGBD

A minimum example of aligning language models with RLHF similar to ChatGPT

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

[CVPR 2022 Oral] Towards Layer-wise Image Vectorization

MuZero

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study

A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)