danbev / learning-ai

Just notes and exploration code for learning about AI/ML

Learning AI

This repository contains notes and code examples related to AI.

• Fundamentals

Examples

• Embeddings Word embeddings examples in Rust and Python
• OpenAI API OpenAI API examples written in Rust and Python
• Huggingface API Huggingface API example written in Python
• Qdrant Vector Database Examples in Python and Rust
• LanceDB Vector Database Examples in Python and Rust
• Langchain examples Langchain examples written in Python

Notes

• AI/ML general
• Embeddings
• Positional Encoding
• Vector Databases
• Transformers
• Linear-regression
• Copilot notes
• Rust AI/ML crates
• Symbols