Building a Production RAG System with Gemini Embedding API and Pinecone
A step-by-step guide to building a production-ready RAG system using Gemini Embedding API and Pinecone. Covers index design, query optimization, chunking strategies, and cost management with practical Python code.
Google AI Studio vs OpenAI Playground: Free Tiers and Daily Feel in 2026
A 2026 comparison of Google AI Studio and OpenAI Playground — covering free tiers, supported models, usability, and API access so you can choose the right tool for your needs.
Growing a Customer Support Chatbot with Gemini API: An Implementation Notebook
An implementation notebook for building a production-ready customer support chatbot with Gemini API, covering three-layer system prompts, Function Calling for FAQ lookup, escalation design, and seven pitfalls not covered in the official documentation, drawn from indie developer experience.
Gemini × Rork: Build iOS/Android Apps with AI — 2026
A practical guide to building iOS and Android apps using Gemini and Rork. Learn how to integrate the Gemini API into an AI-generated React Native project — from UI scaffolding to intelligent chat, image analysis, and beyond.
Mastering Gemini 2.5 Pro System Instructions — Production-Grade AI Assistant Design Patterns
A deep-dive practical guide to mastering Gemini 2.5 Pro system instructions. Learn persona design, output control, safety guardrails, A/B testing, and version management with full code examples for production environments.
Building Custom MCP Servers for Gemini API — Extending AI Agents with TypeScript
Learn how to build custom Model Context Protocol (MCP) servers in TypeScript and integrate them with Gemini API. Covers architecture, authentication, error handling, and production deployment patterns.
Google Drive × Gemini AI Overview Search Guide — Find What You Need in Seconds
Learn how to use Google Drive's Gemini AI Overview search to instantly find information across your files. From setup to advanced prompt techniques, this beginner-friendly guide covers everything you need.
How to Build an Audio Transcription and Summarization App with Gemini API and Python
Learn how to build an audio transcription and auto-summarization app using Gemini API's multimodal capabilities and Python, with step-by-step code examples.
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.
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.
Deep Dive into Gemini's Speech-to-Speech Translation — Technology Architecture and Developer Applications
Comprehensive technical exploration of Gemini 2.5's speech-to-speech translation. Learn the end-to-end architecture, Native Audio API implementation, low-latency techniques, and production deployment patterns.
Gemini × Android Studio: AI-Powered App Development — Code Assist & Agent Mode
A practical look at Gemini in Android Studio, backed by measurements from indie development. Learn how to choose between Code Assist completion, Agent Mode MVVM scaffolding, test generation, and debugging.