How to Design a Fully Functional Enterprise AI Assistant with Retrieval Augmentation and Policy Guardrails Using Open Source AI Models
In this tutorial, we discover how we will construct a compact but highly effective Enterprise AI assistant that runs effortlessly on Colab. We begin by integrating retrieval-augmented era (RAG) utilizing FAISS for doc retrieval and FLAN-T5 for textual content era, each absolutely open-source and free. As we progress, we embed enterprise insurance policies similar to…
