Build with DeltaLLM

Use these guides after DeltaLLM is running. They explain how to connect models and tools, route traffic, and add safety and reliability features.

Common tasks

I want to…	Read this
Connect a model or provider	Choose and connect a model
Send traffic to several deployments	Route traffic and handle failures
Reuse repeated responses	Caching
Process large jobs in the background	Process work in batches
Let models use external tools	Connect your first MCP server
Check or clean prompts and responses	Add your first guardrail

A simple way to build

1. Start with one model deployment and one test request.
2. Create a separate application key instead of using the master key.
3. Add routing, caching, limits, or guardrails only when the basic request works.
4. Test failure cases before moving the application to production.

For tasks that cross the Admin UI and API, use the complete build workflows.

Use Reference when you need every field or endpoint rather than a guided task.