Tutorials
Step-by-step technical guides on Docker, Linux, Python, Go, and more.
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Build a RAG System from Scratch with Python and pgvector (No LangChain, 2026)
Build a RAG chatbot from scratch using Python and PostgreSQL pgvector — no LangChain needed. Covers chunking, embeddings with Ollama, vector search, and a working chat-with-docs example.
Structured Output from LLMs with Python: Reliable JSON Using Pydantic and Instructor (2026)
Get reliable JSON from LLMs using Python. Learn to use the instructor library with Pydantic to extract structured data from OpenAI, Claude, and local Ollama models. 2026 guide.
Whisper AI: Local Speech-to-Text with Python — No API Key Needed (2026)
Transcribe audio locally with OpenAI Whisper and Python — no API key required. Covers faster-whisper, timestamps, batch processing, ffmpeg pipeline, and SRT export. Free 2026 guide.
Python: Check if File or Directory Exists — os.path, pathlib, try/except (2026)
How to check if a file exists in Python using os.path.exists(), pathlib Path.exists(), and try/except. Complete guide with examples for files and directories.
db2stop force: How to Stop a DB2 Instance Safely (2026 Guide)
Learn how to use db2stop and db2stop force to stop a DB2 instance safely. Includes error handling when db2stop force fails.
Flask REST API Complete Guide 2026 — POST, abort, gunicorn, nginx
Build a Flask REST API in 2026. Covers POST endpoints, request.get_json(), flask.abort() with JSON, gunicorn workers, and nginx reverse proxy. Flask 3.x with examples.
How to Use AI for Contract Review Without Getting Burned in 2026
A practical guide to AI contract review tools in 2026 — what they can and can't do, step-by-step prompts for NDAs and MSAs, and when to call a lawyer.
AI for Doctors — HIPAA-Safe Tools and What to Avoid in 2026
A practical guide for physicians on HIPAA-compliant AI tools, ambient documentation, and what to avoid when using AI with patient data in 2026.
AI for Managers — Run Better Meetings and Save 5 Hours a Week in 2026
Learn how managers can use AI tools to cut meeting time, automate notes, and reclaim 5 hours a week — no technical skills needed.
AI for Nurses and Healthcare Admins — Cut Documentation Time in Half in 2026
Practical AI tools for nurses and healthcare admins to reduce documentation time, streamline workflows, and stay HIPAA-compliant in 2026.