I am writing a Python script to extract structured JSON from unstructured invoices using GPT-4o, but the output schema keeps breaking; how do I enforce strict JSON mode reliably?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am writing a Python script to extract structured JSON from unstructured invoices using GPT-4o, but the output schema keeps breaking; how do I enforce strict JSON mode reliably?
1 real search · 1 real-search pass
OpenAI API Structured Outputs strict json_schema Python GPT-4o official documentationGoogle ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
OpenAI API Structured Outputs strict json_schema Python GPT-4o official documentation Google ↗
- Structured model outputs · developers.openai.com
- Structured model outputs · developers.openai.com