All Articles
Mastering Gemini 2.5 Thinking Budget — Pro Techniques to Balance Cost and Accuracy
A comprehensive guide to controlling Gemini 2.5's Thinking Budget parameter in production. Learn task-based optimal settings, dynamic budget allocation systems, and monitoring strategies to reduce API costs by up to 70%.
Gemini API × PostgreSQL Complete Implementation Guide — Building an AI-Driven Database Optimization System for Production
A complete production-ready guide to automating PostgreSQL optimization with Gemini 2.5 Pro — covering Text-to-SQL generation, EXPLAIN plan analysis, index recommendations, and schema reviews using Python and FastAPI.
Gemini API SDK Version Mismatch & Install Errors: How to Fix Them
A step-by-step troubleshooting guide for Gemini API SDK install failures and version mismatch errors in Python and Node.js projects.
Gemini 2.0 Multimodal and Live API: The Complete Guide
A deep dive into Gemini 2.0's two flagship capabilities: multimodal processing and the Live API. Covers image, video, and audio handling alongside real-time streaming conversation — everything you need to build rich, interactive applications with the Gemini API.
Gemini API Semantic Router: Implementation Notes for Splitting Flash and Pro Smartly
Implementation notes for building a production-grade semantic router that automatically dispatches Gemini queries between Flash and Pro. Includes Python and TypeScript working code, a two-stage design pattern, and seven implementation insights from running it inside an indie wallpaper app.
Beginner's Guide to Building a RAG System with Gemini API and MongoDB Atlas Vector Search
Learn how to combine the Gemini Embedding API with MongoDB Atlas Vector Search to build a RAG system. Follow Python code examples to implement semantic search and document Q&A step by step.
Gemini API × Slack Bot: Complete Production Guide — Bolt SDK, Thread Context, and Cloud Run Deployment
A complete guide to building a production-grade AI Slack Bot using Gemini API and Slack Bolt SDK (Python). Covers thread context management, multimodal support, rate limit handling, and Cloud Run deployment.
Gemini API × Qdrant: Complete Guide to Building a Hybrid RAG System for Production
A comprehensive implementation guide for building a production-ready hybrid RAG system using Gemini API embeddings and Qdrant's high-performance vector database. Covers collection design, hybrid search, filtering, batch processing, and production monitoring.
Complete Guide to Gemini API Multimodal Capabilities: Building AI Systems That Integrate Text, Images, Audio, and Video
A comprehensive guide to Gemini API's multimodal features. Covers integrated processing of text, images, audio, and video — from prompt design patterns to production system architecture. Premium-level depth, fully free.
Gemini Function Calling Not Working? Complete Troubleshooting Guide
Fix Gemini API Function Calling issues fast. This guide covers the most common causes — bad schemas, wrong model, parse errors, and tool selection problems — with step-by-step solutions and working code examples.
Using Gemini API with Rust: A Beginner's Guide — Text Generation, Streaming & Multimodal Input
Learn how to call the Gemini API from Rust using the reqwest crate. This hands-on guide walks you through text generation, SSE streaming responses, multimodal image input, and multi-turn conversations with complete code examples.
Building Real-Time AI Event Streaming Pipelines with Gemini API and Apache Kafka: Production
A comprehensive guide to designing and implementing production-grade real-time AI pipelines using Apache Kafka and Gemini API. Covers Consumer Group design, backpressure control, circuit breakers, and cost optimization.