◉GEMINI LABJP
●ROBOTICS — The ER 1.6 preview that shut down on August 31 does have a successor. Gemini Robotics ER 2 is in public preview, in both standard and streaming variants●VIDEO — ER 2 judges success and failure from live video rather than still snapshots, which is what lets it catch spills, slips, and misalignments while a task is still running●DEADLINE — Next up is September 30, when gemini-omni-flash-preview is retired. The target is gemini-omni-1.1-flash, GA since August 27, and there are now under four weeks left●APIKEY — Every remaining standard API key, restricted ones included, stops working during September. The replacement is an auth key bound to a Google Cloud service account●PRICE — Gemini 3.7 Flash keeps its introductory $0.75/$3.75 per 1M through December 31, then moves to $1.50/$7.50 on January 1, 2027. Any estimate crossing the year needs both figures●AUDIO — Gemini 3.5 Transcribe handles language detection across 85+ languages, speaker diarization, word-level timestamps, and custom vocabulary biasing of up to 1,000 terms●ROBOTICS — The ER 1.6 preview that shut down on August 31 does have a successor. Gemini Robotics ER 2 is in public preview, in both standard and streaming variants●VIDEO — ER 2 judges success and failure from live video rather than still snapshots, which is what lets it catch spills, slips, and misalignments while a task is still running●DEADLINE — Next up is September 30, when gemini-omni-flash-preview is retired. The target is gemini-omni-1.1-flash, GA since August 27, and there are now under four weeks left●APIKEY — Every remaining standard API key, restricted ones included, stops working during September. The replacement is an auth key bound to a Google Cloud service account●PRICE — Gemini 3.7 Flash keeps its introductory $0.75/$3.75 per 1M through December 31, then moves to $1.50/$7.50 on January 1, 2027. Any estimate crossing the year needs both figures●AUDIO — Gemini 3.5 Transcribe handles language detection across 85+ languages, speaker diarization, word-level timestamps, and custom vocabulary biasing of up to 1,000 terms
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Data Analysis

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⟐ Gemini Dev/2026-05-24Advanced

Running Streamlit + Gemini as a Production BI Dashboard — Auth, Cost, Caching, Rate Limits, Observability

A design memo for promoting a Streamlit + Gemini data analysis app into a real multi-user internal BI dashboard — authentication, cost optimization, result caching, per-user rate limits, and observability, all from production experience.

⟐ Gemini Dev/2026-05-03Advanced

Build a CSV Insight App with Gemini API and Streamlit — A Production-Ready Dashboard with Auto-Insights and Visualization

A production-grade implementation guide for a Streamlit + Gemini API data analysis app. Upload a CSV, get auto-insights and visualizations in seconds. Covers schema inference, structured output, and real-world rate-limit handling.

◧ Workspace/2026-04-06Advanced

Gemini API × Google Analytics 4: AI-Powered Business Intelligence — Anomaly Detection, Forecasting & Automated Reporting

Learn how to connect Gemini API with the GA4 Data API to build a production-ready BI pipeline featuring natural-language queries, anomaly detection, automated weekly reports, and Slack alerts.

⟐ Gemini Dev/2026-03-21Intermediate

NemoClaw × Gemini — Enterprise AI Agents for Data-Driven Revenue Automation

A practical guide to revenue automation with NVIDIA NemoClaw and Gemini API. Leverage Gemini's search grounding, multimodal processing, and million-token context with NemoClaw's agent orchestration to build data analysis SaaS, content pipelines, and Google Workspace automation.

◈ Gemini API/2026-03-14Advanced

Gemini Code Execution API: to AI-Generated Code Execution

Master the Gemini Code Execution API. Execute Python code generated by AI in a secure sandbox, perform complex calculations, and automate data analysis tasks.