Real ChatGPT answer · index seedsmPznX8xhIEcompleteB2B software · cloud hostinghowto

My PostgreSQL queries are timing out under load; what configuration changes should I make right now to fix slow response times

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My PostgreSQL queries are timing out under load; what configuration changes should I make right now to fix slow response times
1 real search · 1 real-search pass
PostgreSQL official documentation runtime configuration resource consumption shared_buffers work_mem max_connections effective_cache_size 2026Google ↗
OBSERVEDReason

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.

ChatGPT real searches (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
PostgreSQL official documentation runtime configuration resource consumption shared_buffers work_mem max_connections effective_cache_size 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
PostgreSQL official documentation runtime configuration resource consumption shared_buffers work_mem max_connections effective_cache_size 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1