What are the exact steps to sync Salesforce CRM data automatically with our Postgres database every hour without breaking our current pipeline
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the exact steps to sync Salesforce CRM data automatically with our Postgres database every hour without breaking our current pipeline
1 real search · 1 real-search pass
Salesforce official documentation Bulk API 2.0 query jobs incremental data replication SystemModstamp Change Data Capture PostgreSQL upsert documentationGoogle ↗
OBSERVEDInstruction
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
Salesforce official documentation Bulk API 2.0 query jobs incremental data replication SystemModstamp Change Data Capture PostgreSQL upsert documentation Google ↗
- Bulk API 2.0 | Bulk API 2.0 and Bulk API Developer Guide · developer.salesforce.com
- Understanding Bulk API 2.0 Query | Bulk API 2.0 | Bulk API 2.0 and Bulk API Developer Guide · developer.salesforce.com
- Data Replication Using Change Event Streams or Replication API · help.salesforce.com
- Incremental processing for Heavy Bulk API and DML use cases · help.salesforce.com
- Airbyte website · airbyte.com
- Fivetran website · fivetran.com
Queries
1 queries · click a column to sort