What is the best way to speed up PostgreSQL queries on a tight budget using only native extensions and free optimization scripts
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best way to speed up PostgreSQL queries on a tight budget using only native extensions and free optimization scripts
1 real search · 1 real-search pass
PostgreSQL official documentation pg_stat_statements auto_explain EXPLAIN ANALYZE indexes vacuum analyze configuration tuningGoogle ↗
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)
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 pg_stat_statements auto_explain EXPLAIN ANALYZE indexes vacuum analyze configuration tuning Google ↗
- Download pgBadger · pgbadger.darold.net
- Official documentation · postgresql.org
- Open PGTune · pgtune.leopard.in.ua
- Browse contrib modules · postgresql.org