Platform
The core LiyaEngine building blocks: intents, agents, retrieval, guardrails, model routing, traces, versions, and workflows.
LiyaEngine turns product-level AI work into named, observable, schema-bound actions. These platform layers work together on every request, whether you are testing a sample domain or running a production domain you created yourself.
Concepts
Intent API
Call structured AI actions through one endpoint.
Agent Orchestration
Run multi-step executions with tools, retries, and state.
Retrieval & Memory
Ground responses in knowledge collections and session context.
Guardrails
Apply policy checks, PII controls, and output validation.
Operations
Models + Router
Route across providers, fallback chains, and BYOK credentials.
Prompt Trace + Diff
Inspect model calls, retrieval hits, tools, and prompt changes.
Versioning
Save, diff, restore, and deploy prompt and intent versions.
Cost Explorer
Track spend by model, domain, intent, and run.
Build surfaces
Knowledge Collections
Organize documents that retrieval can use per domain.
Workflow Builder
Chain intents, agents, and tools into repeatable automations.
What's next?
- Start with Intent API if you want to call LiyaEngine from your product.
- Use Custom Domain Walkthrough if you want to define your own domain and intents.
- Not sure whether to build with an Agent or a Workflow? See Agent vs. Workflow.
- Read How It Works for the full request lifecycle.