Posted inDevOps
Stop Hunting for YAML Needles: A Hands-on Guide to K8sgpt
Ditch the manual log-diving. Learn how to use K8sgpt and AI to diagnose Kubernetes cluster errors and get actionable fix suggestions in seconds.
Posted inAI
Running AI in the Browser: A Guide to Transformers.js and WebGPU
Discover how to migrate AI workloads to the browser. This guide shows you how to use Transformers.js and WebGPU to slash server costs and improve user privacy with real-world code examples.
Posted inAI
Stop Fighting Regex: Build an Intelligent ETL with LLMs and Pydantic
Ditch fragile Regex. Learn how to build a modern ETL pipeline that converts messy, unstructured text into clean, validated SQL data using Python, GPT-4o, and Pydantic.
Posted inAI
Build an AI Data Analyst with PandasAI and Python: Query CSV/Excel Data Using Natural Language
PandasAI wraps an LLM around any pandas DataFrame, letting you query CSV and Excel files in plain English and generate charts without writing a single line of pandas. This guide walks through the full setup — from installation to production-ready configuration — with practical code examples.
Posted inAI
Build a Local Git Commit Assistant with LLM and Git Hooks
Learn how to build a local Git Commit Assistant using Ollama and Git Hooks. Automatically generate professional commit messages and perform code quality checks entirely offline.
Posted inAI
Stop Settling for Mediocre RAG: A Practical Guide to Reranking with BGE and Cohere
Reranking is the secret to high-accuracy RAG. Learn how to implement a two-stage retrieval pipeline using BGE-Reranker and Cohere's API to eliminate irrelevant AI context.
Posted inAI
Build a Local AI OCR System with GOT-OCR2: No Cloud, No Subscriptions, Just Python
Tired of expensive cloud OCR bills? Learn how to build a high-performance, local AI OCR system using Python and GOT-OCR2 to handle complex tables, formulas, and messy documents.
Posted inAI
Stop Overpaying for GPT-4o: Smart Query Routing with RouteLLM
Is GPT-4o draining your budget? Learn how to use RouteLLM to automatically route simple queries to cheaper models, cutting your API costs by up to 50% without sacrificing response quality.
Posted inAI
Running Mixtral and Qwen-MoE Locally: High-Performance AI on Consumer Gear
Run GPT-4 class models on your own desk. This guide shows you how to use Ollama to deploy Mixtral and Qwen-MoE models locally, with specific tips for VRAM optimization.
Posted inAI
LLM Merging with Mergekit: Build Custom Models Without the GPU Tax
Ditch the expensive GPU rentals. Learn how to use Mergekit on Linux to fuse LLMs using SLERP, TIES, and Passthrough techniques for custom AI performance.