Vertex AI Grounding Large Language Models

Grounding allows Google’s large Language models to use your specific data to produce more accurate and relevant responses.

Grounding is particularly useful to reduce hallucinations and answer questions based on specific information the model wasn’t trained on. This approach is also called RAG (Retrieval Augmentation Generation).

Implementing a Grounding architecture can take some time. In fact, I have written a dedicated article on how you can implement…