RAG - retrieve

Executes vector search on top of x_likes_embeddings_potion_base_8M using DuckDB.

Part of AI blueprint - a blueprint for AI development, focusing on practical examples of RAG, information extraction, analysis and fine-tuning in the age of LLMs.