RAG with image search

Hi,
I have build a jewellery image search using Weaviate and VIT patch 16 clip model. Its working amazing. I wanted to extend this with Generative AI. Basically customer will start the conversation with the Gen AI. Based on their request has to get the product from the vector DB.

I have worked with ollama. Is there any resource to combine these two?. It will more helpful.

Thanks in advance.