How can I set up a strict token budget limiter in Python to keep my personal AI side projects from unexpected overspending?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I set up a strict token budget limiter in Python to keep my personal AI side projects from unexpected overspending?
1 real search · 1 real-search pass
OpenAI API documentation usage response input_tokens output_tokens max_output_tokens rate limits pricing official 2026Google ↗
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 documentation usage response input_tokens output_tokens max_output_tokens rate limits pricing official 2026 Google ↗
- Counting tokens · developers.openai.com
- Create a model response · developers.openai.com
- Rate limits · developers.openai.com