Caching Strategies for Search API Calls in Agent Workflows
Match cache TTLs to how fast your search data actually changes.
Marcus Oyelaran
Section
5 stories in Real-Time Data Pipelines.
Match cache TTLs to how fast your search data actually changes.
Structuring queries by type—not just volume—retrieves the evidence agents need to answer completely.
Pick freshness over speed: query-time retrieval wins for changing facts.
Uniting ingestion, retrieval, and inference into one fast system keeps AI decisions actionable.
Deliberate curation at each pipeline stage determines what knowledge models can actually learn.