RedisShake is a Valkey/Redis data processing and migration tool.

Fast and flexible memory for agents and AI applications using Redis

Browser for new Redis Vector Sets

Feathr – A scalable, unified data and AI engineering platform for enterprise

TRITONCACHE implementation of a Redis cache

Implementation of a local in-memory cache for Triton Inference Server's TRITONCACHE API

A simple mobile banking application using Redis Enterprise.

System Level Intelligent Router for Mixture-of-Models at Cloud, Data Center and Edge

Training setup for Langchain's Open Deep Research

verl: Volcano Engine Reinforcement Learning for LLMs

Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen2.5, Qwen3, Llama, and more!

Interactive RAG workbench to demonstrate Redis features and enhancements for improving accuracy, speed, cost, and reliability of LLM applications.

AgentSociety: Large-scale Social Simulation to Understand Human Behaviors and Society through LLM-driven Agents

Get your documents ready for gen AI

Sample notebooks and prompts for LLM evaluation

A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.

A statistical toolkit for scientific discovery using machine learning

syftr is an agent optimizer that helps you find the best agentic workflows for your budget.

Main reference implementation for NLWeb, implemented in Python.

SkyRL: A Modular Full-stack RL Library for LLMs

AI Observability & Evaluation

A profiling and performance analysis tool for machine learning

structured outputs for llms

Demo of Anthropic's open source MCP used with Amazon Bedrock Converse API

The best way to create, deploy, and share MCP Servers

Build fast and accurate GenAI apps with GraphRAG SDK at scale.

This repo is for the Linkedin Learning course: Introduction to AI-Native Vector Databases