We are blowing through our OpenAI budget every month so how do I implement strict LLM token limits and caching for our internal tools
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are blowing through our OpenAI budget every month so how do I implement strict LLM token limits and caching for our internal tools
4 real searches · 1 real-search pass
site:platform.openai.com/docs/guides/prompt-caching OpenAI prompt caching requirements cached tokensGoogle ↗
OBSERVED
site:platform.openai.com/docs/api-reference/responses max_output_tokens Responses APIGoogle ↗
OBSERVED
site:help.openai.com API usage limits monthly budget soft limit project budget alertsGoogle ↗
OBSERVED
site:platform.openai.com/docs/guides/production-best-practices rate limits usage tracking OpenAI APIGoogle ↗
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 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
site:platform.openai.com/docs/guides/prompt-caching OpenAI prompt caching requirements cached tokens Google ↗
site:platform.openai.com/docs/api-reference/responses max_output_tokens Responses API Google ↗
site:help.openai.com API usage limits monthly budget soft limit project budget alerts Google ↗
site:platform.openai.com/docs/guides/production-best-practices rate limits usage tracking OpenAI API Google ↗
- Troubleshooting API rate limits and 429 errors · help.openai.com
- Tokenizer · platform.openai.com
- OpenAI prompt caching documentation · platform.openai.com
- Pricing · platform.openai.com
- Pricing · platform.openai.com
- Managing projects in the API platform · help.openai.com
- Troubleshooting API usage and spend limits · help.openai.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
site:platform.openai.com/docs/guides/prompt-caching OpenAI prompt caching requirements cached tokens OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
site:platform.openai.com/docs/api-reference/responses max_output_tokens Responses API OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
site:help.openai.com API usage limits monthly budget soft limit project budget alerts OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
site:platform.openai.com/docs/guides/production-best-practices rate limits usage tracking OpenAI API OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |