LLM Engineering

AI Knowledge-Worker for a Chained Coffee Shop:

• Built using a Retrieval-Augmented Generation (RAG) based solution tailored for a fictional coffee shop chain.

• Accesses a knowledge base containing company, customer-centric initiatives, sustainability efforts, and brewing guides.

• Utilizes few-shot templates to improve reply accuracy based on the supplied knowledge base

Note: Employed Faiss/Chroma vector stores for visualizing vector information in 2D/3D formats during development.