ChatOps Reimagined: Real-Time Customer Support with Redis and LLM
Ha3k

Ha3k @ha3k

About: I am an AI Engineer ...

Joined:
May 20, 2025

ChatOps Reimagined: Real-Time Customer Support with Redis and LLM

Publish Date: Jul 29
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This is a submission for the Redis AI Challenge: Real-Time AI Innovators.

What I Built

ChatOps is an AI-powered, multi-channel customer support bot. It combines LLMs with Redis real-time session tracking, vector search for answer retrieval, and semantic caching for snappier response.

Demo

Play with the bot: chatops-bot-demo.vercel.app
Recorded chat support walkthrough available on YouTube (link).

How I Used Redis 8

  • Session management and real-time update via Redis Streams
  • Contextual retrieval using vector search
  • Semantic caching for sub-ms Q&A pairs
  • Pub/Sub for triggering alerts to human agents

ChatOps delivers intelligent customer support and instant answers while keeping a human-in-the-loop for harder cases.

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