ksoncan34New blog post: RAG Time — Cooking Up Smart Recipe Suggestions with AI
Used a recipe database + embeddings + cosine similarity to build a FastAPI service that suggests recipes from your leftover ingredients.
A tasty intro to RAG (Retrieval-Augmented Generation).
Read here: https://agingcoder.com/posts/rag-time-cooking-up-smart-recipe-suggestions/
RAG Time: Cooking Up Smart Recipe Suggestions with AI and a Dash of Retrieval
This article explores how Retrieval Augmented Generation (RAG) can be used with large language models to suggest recipes based on user-provided ingredients. It walks through building a recipe recommendation system using embeddings, vector search, and prompt engineering, complete with code examples and a simple web interface.