A Powerful Chatbot Built with Google Cloud Gemini AI Bigquery
Here's how the magic unfolds:
User Interaction: Users can interact with the chatbot through a user-friendly HTML interface built with Google Apps Script.
Connecting to BigQuery: The chatbot seamlessly connects to BigQuery, retrieving the relevant POS order data.
BigQuery ML Insights: BigQuery ML analyzes the retrieved data, uncovering trends and patterns within the orders.
Cloud Functions Bridge: Cloud Functions act as a bridge between BigQuery and Vertex AI, facilitating data exchange.
Vertex AI Image Recognition: If a user uploads an image related to an order, Vertex AI extracts the text, providing additional context.
Gemini AI & Vertex AI Integration: The combined power of Gemini AI and Vertex AI allows the application to generate human-quality text descriptions of the extracted information or the user's queries.
Google Chat Graph Visualization: BigQuery data is leveraged to create interactive visualizations, offering a clear picture of order trends and patterns.