AI Archives - Page 3 of 14

Vercel AI SDK: Build AI Streaming Chatbots in Next.js with Multi-Provider LLM Support

June 18, 2026

Learn how to use Vercel AI SDK to build streaming AI chatbots in Next.js that hold up under real load, with support for OpenAI, Anthropic, and Google in a single unified API. Includes a full implementation guide from route handler to React UI, plus a production deployment checklist.

Speeding Up Vietnamese Speech-to-Text: From Vanilla Whisper to Faster-Whisper in Production

June 14, 2026

Don't settle for slow transcription. Discover how to build a high-performance Vietnamese STT system using Faster-Whisper, LoRA fine-tuning, and CTranslate2 for 4x faster results.

How I Cut Our OpenAI Bill by 50% Using the Batch API

June 14, 2026

Slash your OpenAI costs by 50% and bypass rate limits. This guide shows you how to move high-volume AI tasks to the Batch API with production-ready Python examples.

Running AI Models on AMD GPUs with ROCm: A Production-Ready Guide

June 14, 2026

Ditch the NVIDIA tax. This guide shows you how to set up AMD ROCm 6.1 for high-performance AI inference, featuring real-world benchmarks and setup tips for the Radeon 7900 series.

Auto-labeling with Grounding DINO and SAM: Shrink Dataset Prep from Weeks to Hours

June 7, 2026

Ditch the manual labeling grind. Learn how to chain Grounding DINO and SAM to create a zero-shot auto-labeling pipeline that slashes weeks of work from your CV projects.

Advanced RAG: Solving the ‘Broken Table’ Problem with Multi-vector Retrieval

June 7, 2026

Standard RAG fails when tables are split across chunks. This guide shows how to use Multi-vector Retrieval to link searchable summaries to full-context tables and images, boosting accuracy for complex documents.

Mastering Claude API Extended Thinking: A Guide to Deep Reasoning for Complex Coding Tasks

June 7, 2026

A deep dive into enabling and optimizing the Extended Thinking feature in Anthropic's Claude API. I share my experience using deep reasoning to solve complex distributed system bugs and provide practical code examples for your AI-driven dev workflow.

From Autocomplete to Agent: Automating Unit Tests with LangGraph and Pytest

June 7, 2026

Move beyond basic AI code completion. Learn how to build a self-healing unit testing loop with LangGraph and Pytest that saves 15+ hours a week.

Stop Feeding Your RAG Garbage: Better Extraction with LlamaParse and LlamaIndex

June 6, 2026

Learn how to build a high-accuracy RAG pipeline using LlamaParse and LlamaIndex. Avoid common PDF parsing traps and extract clean, structured data from complex tables and layouts.

Guardrails AI in Production: Lessons from 6 Months of Validating LLM Outputs

June 6, 2026

Moving LLMs to production requires more than good prompts. After 6 months of using Guardrails AI, I share how to use Pydantic, custom validators, and re-asking to ensure 100% data integrity.