Kamiwaza enables a wide variety of AI applications and workflows. This section provides practical guidance for implementing common use cases, complete with step-by-step instructions, best practices, and example code.

## What You'll Find Here

Each use case guide includes:

- **Overview** - What the use case accomplishes and when to use it
- **Prerequisites** - Required models, services, and setup steps
- **Implementation** - Step-by-step instructions with code examples
- **Best Practices** - Tips for optimization and production deployment
- **Troubleshooting** - Common issues and solutions

## Featured Use Cases

### 📖 [Building a RAG Pipeline](https://docs.kamiwaza.ai/use-cases/building-a-rag-pipeline)

Learn how to create a Retrieval-Augmented Generation (RAG) system that combines your documents with large language models to provide accurate, context-aware responses.

**What you'll build:**

- Document ingestion and preprocessing
- Vector embeddings for semantic search
- Retrieval system for relevant context
- LLM integration for response generation

**Perfect for:** Customer support, internal knowledge bases, document Q&A systems

## Coming Soon

We're working on additional use case guides including:

### 🤖 **Multi-Agent Systems**

Build sophisticated AI agents that can collaborate to solve complex tasks, with coordination, memory, and tool usage capabilities.

### 🎯 **Custom Model Fine-tuning**

Deploy and serve your own fine-tuned models, including setup for training workflows and model versioning.

### 🔄 **Real-time Data Processing**

Stream processing pipelines that combine AI models with live data feeds for real-time insights and actions.

### 📊 **Analytics and Monitoring**

Comprehensive monitoring setups for AI applications, including performance tracking, model drift detection, and usage analytics.

### 🌐 **Multi-modal Applications**

Applications that work with text, images, and other data types using Kamiwaza's flexible model serving capabilities.

### 🔗 **API Integration Patterns**

Common patterns for integrating Kamiwaza with existing systems, including webhooks, batch processing, and microservice architectures.

## Getting Started

1. **Review the Prerequisites** - Make sure you have Kamiwaza installed and running
2. **Choose Your Use Case** - Pick the guide that matches your needs
3. **Follow Along** - Each guide includes working code and examples
4. **Adapt and Extend** - Use the patterns as a foundation for your specific requirements

## Need Help?

If you're looking for a specific use case that isn't covered yet:

- Join our [Discord community](https://discord.gg/cVGBS5rD2U) to ask questions
- Explore the [SDK documentation](https://docs.kamiwaza.ai/sdk) for programmatic approaches
- Check out the [Models](https://docs.kamiwaza.ai/models/overview) and [App Garden](https://docs.kamiwaza.ai/app-garden) sections for additional patterns

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_Have a use case you'd like to see documented? Let us know on our [Discord community](https://discord.gg/cVGBS5rD2U) or [contact us](/content/contact/index.html)!_