Design AI System for Customer Sentiments Analysis with Agentic Bot.

May someone please share how to architect such system in Databricks.

1. Infrastructure on Azure
2. Data Pipeline
3. Model Training
4. Model Testing
5. Choosing Best Model
6. Model Deployment
7. Model Consumtion

Please share your expertise on how to design from Data to AI to Model Deployment in Production

Do we also need Vector DB.

Kindly share your expertise.

Thanks a lot