# Welcome to Redis Docs

Quickly set up a Redis cache, primary, vector or custom database

[Develop with Redis Open Source](/content/docs/latest/develop/index.html) [Run Redis in production](/content/docs/latest/operate/rc/index.html)

## Develop in your language

[RedisVL](/content/docs/latest/develop/ai/redisvl/index.html)

## Redis for AI and search

[**Vector database** 
Get started with vector databases](/content/docs/latest/develop/get-started/vector-database/index.html) [**AI development** 
Build AI applications with Redis](/content/docs/latest/develop/ai/index.html) [**JSON** 
Store and query JSON documents](/content/docs/latest/develop/data-types/json/index.html) [**Streams** 
Real-time data streaming and event processing](/content/docs/latest/develop/data-types/streams/index.html)

AI Applications

Chatbots, agents, RAG systems

[Real-time context engine\
\
Memory, retrieval, state, streaming](/content/docs/latest/develop/ai/context-engine/index.html)

AI models & infrastructure

LLMs, embeddings, vector models

## From open source to production scale

[**Redis Open Source** 
Experimentation and local development\
\
- • Core data structures\
- • Vector search\
- • Streams & pub/sub\
- • Community support](/content/docs/latest/operate/oss_and_stack/index.html) [**Redis Software** 
Enterprise on-prem / hybrid\
\
- • Active-Active geo-distribution\
- • Auto-tiering\
- • 99.999% uptime SLA\
- • Enterprise support](/content/docs/latest/operate/rs/index.html) [**Redis for Kubernetes** 
Enterprise on Kubernetes\
\
- • Cloud-native deployment\
- • Kubernetes operator\
- • Auto-scaling & HA\
- • Enterprise support](/content/docs/latest/operate/kubernetes/index.html) [**Redis Cloud** 
Global, managed, production workloads\
\
- • Fully managed service\
- • Fast cloud deployment\
- • Auto-scaling\
- • 24/7 support available](/content/docs/latest/operate/rc/index.html)

Same Redis. Same APIs. Same data structures.

## Choose your next step

### Build fast apps

- [→ Redis vector library](/content/docs/latest/develop/ai/redisvl/index.html)
- [→ Python](/content/docs/latest/develop/clients/redis-py/index.html)
- [→ Node.js](/content/docs/latest/develop/clients/nodejs/index.html)
- [→ Ruby](/content/docs/latest/develop/clients/ruby/index.html)
- [→ Java Jedis](/content/docs/latest/develop/clients/jedis/index.html)
- [→ Java Lettuce](/content/docs/latest/develop/clients/lettuce/index.html)
- [→ C#/.NET](/content/docs/latest/develop/clients/dotnet/index.html)
- [→ Go](/content/docs/latest/develop/clients/go/index.html)
- [→ Rust](/content/docs/latest/develop/clients/rust/index.html)
- [→ PHP](/content/docs/latest/develop/clients/php/index.html)
- [→ C](/content/docs/latest/develop/clients/hiredis/index.html)

### Run Redis in production

Deploy and scale Redis for production workloads

- [→ Operate Redis](/content/docs/latest/operate/index.html)
- [→ Flex](/content/docs/latest/operate/rc/databases/create-database/create-flex-database/index.html)
- [→ LangCache](/content/docs/latest/develop/ai/context-engine/langcache/index.html)
- [→ LangChain](/content/docs/latest/integrate/langchain-redis/index.html)
- [→ Amazon Bedrock](/content/docs/latest/integrate/amazon-bedrock/index.html)
- [→ Spring Data](/content/docs/latest/integrate/spring-framework-cache/index.html)

### Get Redis tools

Explore CLI, GUI, VS Code, and MCP tools. Get started with JSON and vector queries in the Redis Sandbox.

- [→ Client tools](/content/docs/latest/develop/tools/index.html)
- [→ Redis CLI](/content/docs/latest/develop/tools/cli/index.html)
- [→ Redis Insight GUI](/content/docs/latest/develop/tools/insight/index.html)
- [→ Redis for VS Code](/content/docs/latest/develop/tools/redis-for-vscode/index.html)
- [→ Redis MCP](/content/docs/latest/integrate/redis-mcp/index.html)
- [→ Try Redis Sandbox](/content/try/sandbox/index.html)

## Data integration & observability

[**RIOT** 
Redis Input/Output Tools for data migration](/content/docs/latest/integrate/riot/index.html) [**Redis Data Integration** 
Ingest live data from databases to Redis](/content/docs/latest/integrate/redis-data-integration/quick-start-guide/index.html) [**Prometheus & Grafana** 
Collect and visualize Redis metrics](/content/docs/latest/integrate/prometheus-with-redis-enterprise/index.html) [**Datadog** 
Monitor Redis Cloud with Datadog](/content/docs/latest/integrate/datadog-with-redis-cloud/index.html) [**Dynatrace** 
Monitor Redis Cloud with Dynatrace](/content/docs/latest/integrate/dynatrace-with-redis-cloud/index.html) [**New Relic** 
Monitor Redis Cloud with New Relic](/content/docs/latest/integrate/new-relic-with-redis-cloud/index.html)

## Explore additional resources

[**Tutorials** 
Step-by-step guides and examples](/content/tutorials/index.html) [**Redis University** 
Free courses and certifications](https://university.redis.io/academy) [**Blog** 
Latest updates and insights](/content/blog/index.html) [**Redis Knowledge Base** 
Search support articles](https://support.redislabs.com/hc/en-us)

## Contribute

### Rate our pages

You can rate any page of our docs at the bottom and give us your feedback

### Contribute on GitHub

Provide feedback or contribute to our documentation

[View repository →](https://github.com/redis/docs/)

### Improve our AI chatbot

Provide feedback on AI chatbot answers to help us improve

[Try the chatbot →](/content/chat/index.html)

### AI Agent Resources

Documentation and guides for AI agents

[Explore resources →](/content/docs/latest/ai-agent-resources/index.html)