What’s Inside
This repository contains practical demonstrations and implementations of modern AI technologies:
LLM Demonstrations (llms.ipynb)
- Azure OpenAI Integration: Complete setup guide for Azure OpenAI services
- Chat Conversations: Build an AI study buddy for computer science topics
- Image Generation: Create visual aids using DALL-E
- Educational Applications: Real-world examples for students
- Essay Writing Assistant: Help with academic writing and outlines
RAG Implementation (rag.ipynb)
- Document Processing: Extract text from PDF files (Constitution of Kenya 2010)
- Text Chunking: Intelligent document segmentation
- Vector Embeddings: Using Sentence Transformers for semantic search
- FAISS Integration: Efficient similarity search
- Query System: Ask questions about constitutional content
Spotify MCP Server (spotify-play-music/)
A complete Model Context Protocol (MCP) server for Spotify integration:
- Music Control: Play, pause, skip tracks, and adjust volume
- Apple Script Integration: Native macOS Spotify control
- MCP Tools: Structured tool definitions for AI agents
- Agent Builder Integration: Connect with AI Toolkit Agent Builder
Link to repository.