Redis is an in-memory database that persists on disk. The data model is key-value, but many different kind of values are supported: Strings, Lists, Sets, Sorted Sets, Hashes, Streams, HyperLogLogs,…

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

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!

Open-source framework for building multi-agent systems with memory, knowledge and reasoning.

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

A telemetry agent that collects Redis metrics from configured deployments and sends them to a gRPC server for monitoring and analysis.

NoSQL Redis and Memcache traffic generation and benchmarking tool.

Get your documents ready for gen AI

Browser for new Redis Vector Sets

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

Natural Language Web

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

Redis Enteprise - Terraform GCP

SkyRL-v0: Train Real-World Long-Horizon Agents via Reinforcement Learning

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

AI Hacknights at Cloudflare

React app for inspecting, building and debugging with the Realtime API

Fair Housing Guardrail

LLM inference in C/C++

Example repository for running Snowflake Arctic on Streamlit

🍁 Sycamore is an LLM-powered search and analytics platform for unstructured data.

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

This repository shares end-to-end notebooks on how to use various features and integrations with Weaviate at the core!

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

Kubernetes-native Job Queueing

Open, Multi-Cloud, Multi-Cluster Kubernetes Orchestration

xpk (Accelerated Processing Kit, pronounced x-p-k,) is a software tool to help Cloud developers to orchestrate training jobs on accelerators such as TPUs and GPUs on GKE.