Local LLM / Local inference setup and APIs
Local LLM: Structured JSON validation
Validate generated JSON with an application schema and separate syntax from business rules.
Environment and inputs: Local inference APIs; Ollama examples require a running local service and a compatible installed model.
When to use it
Make one small request work end to end before adding streaming, tools or batching. Capture the effective model identity and configuration so failures can be reproduced against the server actually used by the application.
Check the result
Test valid syntax with an invalid identifier and verify the result is rejected.
Save and compare results
Save the test input, configuration and result. Fix the failing boundary, repeat the same test and compare it with the saved working configuration.
Scope and limits
These exercises have not been tested on your systems. Check feature support and configuration names against the installed release and linked documentation.