All Articles
Gemini API × Streamlit: Build and Deploy AI Web Apps with Python Only — A Rapid Prototyping Guide
Learn how to build and deploy AI web apps using Gemini API and Streamlit with Python alone. From environment setup to multimodal support and free deployment on Streamlit Community Cloud.
Gemini × Google Workspace Add-ons Development Guide — From Building Custom AI Side Panels to Marketplace Launch
A comprehensive guide to building custom AI side panels with Google Workspace Add-ons and Gemini API — from implementation to Marketplace publication and monetization.
Gemini API Production Notes — Quiet Defenses Against 429, 500, and 503 Under Real Traffic
Operational notes from running Gemini API in production on an indie wallpaper app: exponential backoff, jitter, circuit breakers, token buckets, and model cascades — with the pitfalls I actually hit and measured retry success rates.
Google SynthID— How AI-Generated Content Watermarking and Detection Works
Google SynthID embeds invisible digital watermarks into AI-generated content. Learn how watermarking and detection works across text, images, audio, and video, its integration with Gemini, and Python implementation examples.
Building Emotion-Aware Voice Apps with the Gemini Live API — A Practical Guide
Build voice applications that analyze user emotions in real time using the Gemini 3.1 Flash Live API. Covers architecture design patterns, implementation code, and optimization strategies.
Building an Intelligent Email Classification System with Gemini API — Function Calling and Structured Output in Practice
Learn how to use Gemini API's Function Calling and structured output to build a system that automatically classifies, summarizes, and prioritizes incoming emails — with working TypeScript code.
Gemini 3.1 Flash Live — Google's Emotion-Aware Voice AI Model Explained
Google's new Gemini 3.1 Flash Live model understands vocal tone, speaking pace, and emotional nuance to dynamically adjust its responses. Here's what developers need to know.
How to Auto-Generate Meeting Notes with Gemini — A Practical Guide to Google Meet × Workspace AI
Learn how to automatically create and summarize meeting notes using Gemini. From Google Meet transcription to Gemini-powered summarization in Google Docs and full automation with Apps Script, this guide covers practical techniques to streamline your workflow.
Fixing Gemini Workspace Integration Issues — Troubleshooting for Docs, Sheets, and Gmail
Step-by-step guide to troubleshooting Gemini integration with Google Workspace. Learn why Gemini isn't appearing in Docs, Sheets, and Gmail, and how to check admin settings, license requirements, and regional availability.
How to Fix Gemini API Quota Limits and 429 Errors — Free vs Paid Tier Explained
Complete guide to diagnosing and fixing 429 Too Many Requests errors in Gemini API. Learn the difference between RESOURCE_EXHAUSTED errors, quota limits by tier, and how to monitor API usage in Google Cloud Console.
How to Fix Gemini Streaming Response Interruptions — From Diagnosis to Reconnection
Comprehensive guide to diagnosing and fixing Gemini API streaming response interruptions. Learn how to detect and resolve network timeouts, chunk parsing errors, token limit exhaustion, safety filter blocks, and backpressure issues.
Building Production Semantic Search with Gemini Embeddings API — Design, Implementation, and Operations
A comprehensive guide to building production-grade semantic search with Gemini Embeddings API. Covers vector DB selection, reranking, recommendation engines, and cost optimization with practical code.