◉GEMINI LABJP
●NANOLITE — Nano Banana 2 Lite is here: Google's fastest and most cost-efficient Gemini Image model, made for running lightweight image generation cheaply●OMNIFLASH — Gemini Omni Flash is in public preview, a natively multimodal model that lets enterprises and developers build custom, dynamic video workflows●AGENTS — Managed Agents expand with background: true for async server-side runs and polling, remote MCP server integration, and refreshing credentials across interactions●MEMORY — The Memory Bank IngestEvents API is generally available, decoupling event ingestion from memory generation so you can stream content continuously●THROUGHPUT — Provisioned Throughput now lets you submit up to seven pending orders for the same model and region●DEPRECATE — Image generation models shut down on August 17, and the Grok 4.1 family on the Gemini Enterprise Agent Platform on August 20●NANOLITE — Nano Banana 2 Lite is here: Google's fastest and most cost-efficient Gemini Image model, made for running lightweight image generation cheaply●OMNIFLASH — Gemini Omni Flash is in public preview, a natively multimodal model that lets enterprises and developers build custom, dynamic video workflows●AGENTS — Managed Agents expand with background: true for async server-side runs and polling, remote MCP server integration, and refreshing credentials across interactions●MEMORY — The Memory Bank IngestEvents API is generally available, decoupling event ingestion from memory generation so you can stream content continuously●THROUGHPUT — Provisioned Throughput now lets you submit up to seven pending orders for the same model and region●DEPRECATE — Image generation models shut down on August 17, and the Grok 4.1 family on the Gemini Enterprise Agent Platform on August 20
TAG

gemini-2-5-pro

3 articles
← Back to all tags
Related:
gemini-api2production2troubleshooting1error1fix1thinking1python1image-understanding1bounding-box1segmentation1computer-vision1multimodal1
◈ Gemini API/2026-05-30Intermediate

Why Gemini 2.5 Pro Rejects thinkingBudget: 0 (and How to Fix It)

Setting thinkingBudget to 0 on Gemini 2.5 Pro returns a 400 INVALID_ARGUMENT error. Here is why the per-model thinking budget ranges differ, how to minimize thinking on Pro the right way, and when to switch to Flash, with Python and JavaScript examples.

◈ Gemini API/2026-04-28Advanced

Production-Grade Spatial Understanding with Gemini 2.5 Pro: Bounding Boxes and Segmentation Done Right

A production-focused guide to wiring Gemini 2.5 Pro's bounding-box and segmentation outputs into mobile and web apps — covering coordinate normalization, mask decoding, hallucination detection, and automatic fallback to YOLO.

◈ Gemini API/2026-04-26Advanced

Five Design Decisions to Make Before Putting gemini-2.5-pro-latest in Production

Running gemini-2.5-pro-latest in production is more than picking a fast model. Here are the five design decisions — versioning, retry, cost, fallback, observability — that I now resolve before any new service ships.