External Resources & Learning
📖 Beginner-Friendly Concepts
- What is RAG?: IBM’s Guide to Retrieval-Augmented Generation
- Vector Embeddings Explained: Meaning Matching vs. Keyword Matching
- Quantization for Dummies: How we shrink models without losing their minds
🛠️ Core AI Libraries
- llama-cpp-python: Official Documentation
- llama.cpp: Official GitHub Repository - The engine behind the Python bindings.
- FAISS (Facebook AI Similarity Search): faiss.ai
- FAISS GitHub Wiki - Technical deep-dives.
📦 Model Hubs & Formats
- Hugging Face: The “GitHub” of AI Models
- TheBloke on Hugging Face: The most popular source for GGUF models
- GGUF Format Specification: Understanding the binary format
🧮 Data Science & Math
- Python: Official Documentation
- NumPy: Numerical Python Documentation
- PyTorch: Deep Learning Engine
- pypdf: PDF Extraction library
Last Updated: 2026-05-01