Complete guide to the Google Gemini API in 2026. Text generation, vision, audio, video understanding, code execution, grounding with Google Search, and 1M token context window with real code examples.
Fine-tune Llama, Mistral, or any open-source LLM on custom data in 2026 using QLoRA and HuggingFace. Train a 7B model on a single GPU for under $5 with step-by-step code and deployment to HuggingFace Hub.
Definitive 2026 comparison of AI coding assistants: Cursor, GitHub Copilot, Windsurf, and Codeium. Real benchmarks on autocomplete quality, multi-file editing, chat accuracy, and price-to-productivity ratio.
Build a production AI chatbot with Next.js 15 App Router, OpenAI GPT-4o, and the Vercel AI SDK. Streaming responses, chat history, rate limiting, and Vercel deployment. Full TypeScript code included.
Build a production semantic search engine using OpenAI embeddings and cosine similarity in Python. Covers hybrid search, caching, FastAPI deployment, and cost optimization for high-volume use cases.