Home / Guides / Self-Hosting & Infra
Pydantic Models as LLM Tool Schemas: model_json_schema, $defs Inlining, extra=forbid and Validation Errors to Return
Executed with Pydantic 2.14: model_json_schema output with minLength, enum, minimum and maximum, required lists and anyOf null for Optional, an inliner removing $defs, error types for empty, out-of-range, extra, enum and non-numeric inputs, lax coercion of "3" versus strict mode.
Read the full guide
The complete walkthrough is $0.01 — or free to read on the site after a quick check. AI agents can buy it directly over x402 with no account.
Open in the Knowledge Base Agent API →