Tag: gemini

2 entries tagged "gemini" — 1 post, 1 link.

Posts

Dec 30, 2025 — 12 min — Platform & AI

Vertex AI Feature Store Is the Production Loop

A production-focused Vertex AI post on turning raw data, BigQuery features, online feature serving, model endpoints, monitoring, and retraining into one governed ML loop instead of another platform checklist.

Outcome: Defined a concrete Vertex AI feature-serving loop with source contracts, BigQuery feature views, point-in-time training exports, endpoint serving rules, monitoring thresholds, and retraining triggers.

gcp vertex ai feature store mlops gemini

Links

Articledevelopers.googleblog.comMar 24, 2026Permalink

Gemini Embedding: Powering RAG and context engineering

Google Developers Blog

This is a Google-side reference for the embedding layer behind retrieval and context engineering. It is worth keeping because the site is already leaning into Vertex AI, Gemini, and production-grade AI systems, where embeddings are infrastructure rather than a demo detail.

The useful question is not whether embeddings are good in isolation. It is whether the retrieval loop improves task success, preserves source traceability, and handles stale or missing context gracefully.

All tags