Web Retrieval Providers for High-Throughput RAG Pipelines
Production RAG needs web retrieval built for machines, not humans.
Priya Subramaniam
Staff Writer, Real-Time Systems
Priya Subramaniam
Priya Subramaniam has reported on streaming data infrastructure and low-latency system design since 2008, with a background in computer science research at a public university in Chennai. Her beat centers on the architectural tradeoffs between real-time retrieval and cached data strategies in AI pipelines.
3 stories
Data Freshness Metrics and SLA Definition for AI Pipelines
AI agents amplify stale data into compounding failures that humans catch before they cascade.
Priya Subramaniam
Full Pipeline Ownership vs. Third-Party API Wrapping
Building your own pipeline beats wrapping APIs for production agents.
Priya Subramaniam