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Gemma 4 API Advanced Integration Guide: Hybrid Development with Gemini API
Advanced patterns for using Gemma 4 API alongside Gemini API. Covers Vertex AI deployment, fine-tuning, RAG pipelines, and cost optimization strategies.
Gemini 3.1 Pro REST API Getting Started Guide — generativelanguage.googleapis.com in Practice
A complete guide to calling the Gemini 3.1 Pro generativelanguage.googleapis.com REST API using curl, Python, and JavaScript — covering authentication, streaming, multi-turn chat, and common errors.
Building a Production Content Moderation System with Gemini API: A
A complete guide to building a production-grade content moderation system with the Gemini API. Covers custom safety criteria, multimodal inspection of text and images, async batch processing, Human-in-the-Loop workflows, and cost optimization.
Run Gemma 4 Locally: Building Zero-Cost AI Apps
A complete guide to running Gemma 4 locally and building AI apps with zero API costs. Covers setup on MacBook and Raspberry Pi, production architecture design, and leveraging the 256K context window.
Mastering Gemini Gems Custom Instructions | Advanced Strategies, Templates & Real-World Examples
Advanced guide to Gemini Gems custom instructions. Learn effective instruction writing patterns, multi-role workflows, production templates, and troubleshooting strategies.
How to Fix Gemini API JSON and Structured Output Errors
Troubleshoot Gemini API JSON Mode and Structured Output errors including malformed JSON, schema violations, and truncated responses with step-by-step solutions and code examples.
Gemini API Practical Troubleshooting Guide — Master 2.5 Pro Rate Limits, Timeouts & Errors
Systematically troubleshoot Gemini 2.5 Pro API errors: 429 rate limits, 504 timeouts, 400 validation errors, and Safety Filter blocks. Learn production-ready solutions with retry strategies, streaming optimization, and cost-saving techniques.
Google AI Studio × Gemini API Production Guide — Reduce Input Costs by 90%
Master Gemini API and Google AI Studio. Complete production guide: Gemini 3/3.1 Pro, Context Caching, Batch Mode, MCP, Vertex AI integration, and cost optimization.
Gemini 2.5 Pro API: Complete Production Troubleshooting & Optimization Guide
Master Gemini 2.5 Pro API for production. Complete error code reference, model configuration, streaming patterns, cost optimization, and load balancing strategies for stable, scalable deployments at generativelanguage.googleapis.com.
Google Forms × Gemini API: Automated Response Analysis — Sentiment Analysis, Theme Extraction & Report Generation
Learn how to connect Google Forms with the Gemini API to automatically perform sentiment analysis, theme extraction, and report generation on survey responses. Includes complete Apps Script and Python implementation code you can deploy today.
Google Workspace × Gemini API Automation: Production Notes on 12 Apps Script Patterns
12 Gemini API + Apps Script patterns for Gmail, Docs, Sheets, and Calendar automation—plus the production snags I hit running this across four sites and an app support inbox: swallowed 429s, JSON code fences, the 6-minute cap, and flash-vs-pro routing, with measured numbers.
Vertex AI + Gemini Authentication Error Fix: Service Account & ADC Troubleshooting Guide
Struggling with Vertex AI Gemini authentication errors? This guide covers the most common causes—service account misconfiguration and ADC setup issues—with step-by-step solutions to get you unblocked fast.