Redis AI Agent Builder
Build custom AI agents powered by Redis with our interactive code generator
Agents use Redis for data storage, vector search, and conversation memory. The interactive builder generates production-ready code in your preferred programming language.
Get started
Use the interactive builder below to generate your custom AI agent code:
Build Your Redis AI Agent
Tell us what you want to build and we'll generate the code for you
Generated Agent Code
What are AI agents?
AI agents are intelligent systems that can plan, remember, and take actions to help users accomplish goals. Unlike simple chatbots, agents can remember conversations, plan multi-step tasks, use external tools, and learn from interactions.
Redis powers these capabilities with fast, reliable data storage and retrieval that keeps your agents responsive and intelligent.
Learn more: How agents work
What you can build
Choose from two types of intelligent agents:
- Recommendation engines: Personalized product and content recommendations
- Conversational assistants: Chatbots with memory and context awareness
The agent builder will generate complete, working code examples for your chosen agent type.
Features
- Multiple programming languages: Generate code in Python, with JavaScript (Node.js), Java, and C# coming soon
- LLM integration: Support for OpenAI, Anthropic Claude, and Llama 2
- Redis optimized: Uses Redis data structures for optimal performance
After you generate your code
Use the Copy or Download buttons and follow the steps below to test it locally:
- Set up your environment: Install Redis and the required dependencies
- Configure your API keys: Add your LLM provider credentials to environment variables
- Test locally: Start with simple conversations to verify everything works
- Deploy and scale: Use Redis Cloud for production deployments
The generated code includes detailed setup instructions and best practices to get you started quickly. If you want to generate another agent, select the Start again button.
Learn more
AI agent resources
- How agents work - Learn how agents work and why Redis is perfect for them
Redis AI documentation
- Redis Vector Search - Semantic search capabilities
- Redis Streams - Real-time data and conversation history
- AI Notebooks Collection - Interactive tutorials and examples
- Ecosystem Integrations - Redis with AI frameworks
Community and support
- Join the Redis Discord for community support
- Explore Redis AI Resources on GitHub
- Watch AI Video Collection for tutorials and demonstrations