Redis Applied AI

aws-redis-bedrock-stack

Reference architecture, guides, and examples using Amazon Bedrock and Redis as a knowledge base for RAG.

azure-openai-redis-deployment

End-to-end deployment of Azure OpenAI applications using Redis Enterprise as a vector database.

langchain

⚡ Building applications with LLMs through composability ⚡

loan-prediction-microservice

An example of using Redis + RedisAI for a microservice that predicts consumer loan probabilities using Redis as a feature and model store and RedisAI as an inference server.

redis-feast-gcp

A demo of Redis Enterprise as the Online Feature Store deployed on GCP with Feast and NVIDIA Triton Inference Server.

redis-feast-ray

A demo pipeline of using Redis as an online feature store with Feast for orchestration and Ray for training and model serving

redis-model-store

AI/ML model versioning and storage engine backed by Redis.

redis-vector-php

Redis Vector Library (RedisVL) enables Redis as a real-time database for LLM applications, based on Predis PHP client

redis-vss-getting-started

simple-vecsim-intro

Simple containerized application for spinning up, using, and exploring Redis Vector Similarity capabilities.

redis-applied-ai/simple-vecsim-intro

Simple containerized application for spinning up, using, and exploring Redis Vector Similarity capabilities.

redis-applied-ai/aws-redis-bedrock-stack

Reference architecture, guides, and examples using Amazon Bedrock and Redis as a knowledge base for RAG.

redis-applied-ai/azure-openai-redis-deployment

End-to-end deployment of Azure OpenAI applications using Redis Enterprise as a vector database.

redis-applied-ai/redis-feast-gcp

A demo of Redis Enterprise as the Online Feature Store deployed on GCP with Feast and NVIDIA Triton Inference Server.

redis-applied-ai/redis-vector-php

Redis Vector Library (RedisVL) enables Redis as a real-time database for LLM applications, based on Predis PHP client

redis-applied-ai/redis-feast-ray

A demo pipeline of using Redis as an online feature store with Feast for orchestration and Ray for training and model serving

redis-applied-ai/redis-vss-getting-started

redis-applied-ai/loan-prediction-microservice

An example of using Redis + RedisAI for a microservice that predicts consumer loan probabilities using Redis as a feature and model store and RedisAI as an inference server.

redis-applied-ai/langchain

⚡ Building applications with LLMs through composability ⚡

redis-applied-ai/redis-model-store

AI/ML model versioning and storage engine backed by Redis.

redis-applied-ai/RedisVentures.github.io

Hackathon sponsored by Redis, MLOps Community, and Saturn Cloud.

redis-applied-ai/retrieval-optimizer

redis-applied-ai/chatgpt-retrieval-plugin

ChatGPT Retrieval Plugin App

redis-applied-ai/embedchain

The Open Source RAG framework

redis-applied-ai/langchain-redis

redis-applied-ai/llama_index

LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data.

redis-applied-ai/VectorDBBench

A Benchmark Tool for VectorDB