Ollama Projects

This repository contains the code for the projects I built using Ollama's open-source models for my YouTube channel. Make sure to check out the videos to see how I built them, and also subscribe to the channel for more content like this.

Projects

Retrieval-Augmented Generation (RAG)

• Chat with PDFs
• Hybrid RAG for PDFs
• Multimodal RAG for PDFs
• Voice RAG

Agent Tooling & Protocols

• Agent with Memory
• MCP-Based Agent (GPT-OSS)
• Secure MCP Server & Client
• ACP-Based Agents
• Karpathy's LLM Wiki

Practical Agents

• Web Scraping Agent
• Research Assistant Agent
• Text-to-SQL Agent

Multi-Agent Systems

• Multi-Agent Researcher (Supervisor Architecture)
• Multi-Agent Investment Advisor (Swarm Architecture)

Voice

• AI Podcast Generator
• Local Voice Assistant

Vision

• Video Summarization Agent
• OCR Agent
• Emotion Detection Agent
• Object Detection Agent
• Image Search Engine

License

This project is licensed under the MIT License - see the LICENSE file for more details.