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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.
Gemma 4 on Android: Build AI Apps & Maximize AdMob Revenue
A practical guide to integrating Gemma 4 into Android apps and maximizing AdMob revenue. Covers on-device AI implementation, personalized user experiences, and a monetization roadmap to ¥100K/month.
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.
Gemma 4 Complete Guide: Multimodal Inference, Function Calling, and Agent Development
A comprehensive guide to building with Gemma 4. Learn how to choose the right model size, implement multimodal inference with video, images, and audio, and build production-grade agents with function calling and structured JSON output.
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.
Building a Production Serverless RAG System with Firestore Vector Search and Gemini Embeddings
A comprehensive guide to designing, implementing, and operating a serverless RAG system using Firestore's native vector search and Gemini Embeddings. Covers the full production pipeline with Cloud Functions.
Gemini API Safety Filter Blocking Responses: Causes and How to Fix It
Learn why Gemini API returns BLOCKED responses or FinishReason.SAFETY, and how to fix it with proper safetySettings configuration, prompt engineering, and debugging techniques.
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.
Gemini Gems Custom Instructions Not Working? Complete Troubleshooting Guide
Troubleshoot Gemini Gems custom instructions that aren't reflecting as expected. Learn common causes like unclear instructions, cache issues, Gem switching, and practical solutions to improve your AI assistant's responses.