Embeddings
How to Get Started with Vector Databases: Embeddings, Similarity Search, and RAG
Introduction to vector databases for semantic search. Covers embeddings, similarity metrics, chunking strategies, metadata filtering, and RAG pipeline basics.
Build a RAG Chatbot from Scratch — Part 1: Architecture and Embeddings
Part 1: Design the architecture for a Retrieval-Augmented Generation chatbot and implement document embedding with OpenAI's text-embedding models.