-
Tutorial: Build an AI Agent from Scratch with Ollama and Python
A from-scratch tutorial that builds a local personal-planner agent in plain Python, backed by Ollama and SQLite. No frameworks. Each section breaks the previous version to motivate the next fundamental: tools, short-term memory, long-term memory, planning, and reflection.
-
Tutorial: Build a Local-AI Trello Bot with MCP, Ollama, and Telegram
A step-by-step tutorial for setting up and understanding a fully-local Trello bot. The stack: a Telegram chat surface, an Ollama-hosted LLM, and an MCP server exposing 67 Trello tools. Nothing leaves your network.
-
Building a Scalable PDF AI Analysis Pipeline with Python Microservices, Docker, Groq, and RabbitMQ
PDF analysis pipeline built with Python microservices, Docker, RabbitMQ, and Groq AI for scalable document processing and analysis.
-
Building a Private, AI-Driven YouTube Knowledge Base
Turn your YouTube subscriptions into a searchable, private RAG engine — autonomous ingestion with yt-dlp, transcription with faster-whisper, embeddings via Ollama and pgvector, and a Streamlit/LangChain chat UI.