Tag: APIs

When to serve a model with an API vs a batch job
/ Data Systems, Automation

When to serve a model with an API vs a batch job

Not every model needs a real-time endpoint. Here is how to choose between online inference and scheduled batch scoring without overbuilding.
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RAG that holds up: citations, chunking, and grounding
/ Data Systems, Retrieval

RAG that holds up: citations, chunking, and grounding

“Chat with your docs” demos are easy; trustworthy answers are not. Here is what actually breaks, and what to enforce so replies stay tied to sources.
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Data analysis, data systems, automation, and geospatial applications.