This tutorial demonstrates how to attach Redis Streams to background tasks for logging agent chain of thought, tool usage, and streaming responses back to users.

// create project folder mkdir redislab cd redislab // initialize project with pnpm pnpm init // install run-time dependenicies pnpm i express morgan redis // install development dependencies pnpm i ...

Like many, you might think of Redis as only a cache. That point of view is out of date. Essentially, Redis is a NoSQL in-memory data structure store that can persist on disk. It can function as a ...

In this tutorial, we will build an e-commerce chatbot that can query Amazon product embeddings using Redis and generate responses with Langchain. Vector similarity can be used to find similar products ...