# Source: https://upstash.com/docs/redis/integrations/replit-templates.md

> ## Documentation Index
> Fetch the complete documentation index at: https://upstash.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Replit Templates

## Overview

Explore our collection of example templates showcasing Upstash's capabilities with different frameworks and use cases. Each template comes with a live demo and source code on Replit.

<CardGroup cols={2}>
  <Card title="Redis Web Caching" icon="database" href="https://upstash-web-caching.replit.app">
    Cache SQL queries using Upstash Redis to speed up read requests
  </Card>

  <Card title="Rate Limiting Dashboard" icon="gauge-high" href="https://rate-limit-dashboard.replit.app">
    Implement robust rate limiting using Upstash Redis in a web application
  </Card>

  <Card title="Real-time Chat" icon="messages" href="https://real-time-chat.replit.app">
    Build a real-time chat application using Upstash Redis Pub/Sub with Python
  </Card>

  <Card title="RAG Chat Application" icon="robot" href="https://upstash-rag-chat.replit.app">
    Create an AI chat app with context retrieval using Upstash Vector and Redis
  </Card>

  <Card title="Vector Search" icon="magnifying-glass" href="https://upstash-vector-search.replit.app">
    Implement powerful web search using Upstash Vector Hybrid Search
  </Card>
</CardGroup>