> ## Documentation index
> Fetch the complete documentation index at: https://upstash.com/docs/llms.txt
> Ask it with GET https://upstash.com/docs/ask?q=<keywords or question>. Short keywords rank best.
> Use these to discover all available pages before exploring further.
> Feature requests: https://upstash.com/docs/common/help/feature-requests.md lists what users asked for and how to vote for a request or add one.
> Page rating: `GET https://upstash.com/docs/feedback?path=/docs/redis/integrations/replit-templates&helpful=true` (or `false`) records whether this page helped. An optional `comment` (URL-encoded, at most 500 characters) says what was missing or wrong. It is anonymous and needs no key. Comments hold no code, secrets or personal data.

# 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="message-square"
    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>