Conversational Analytics Demos and Tools

This repository houses a collection of demos and tools for the Conversational Analytics API. The examples herein are designed to showcase the API's capabilities and provide practical integration patterns.

🚀 Overview

The Conversational Analytics API offers a natural language interface to programmatically query data from BigQuery, Looker, and Looker Studio. This allows for the seamless integration of powerful data conversation features into your applications.

📂 Projects

Conversational Analytics API Golden Demo

This project provides various examples of how to integrate the Conversational Analytics API into web applications. The demos include:

• Direct Agent Querying: Shows how to directly query the Conversational Analytics agent from a web interface.
• Embedded Looker Dashboard Integration: Demonstrates how to use the API alongside an embedded Looker dashboard and share filter context.
• Multimodal Conversation with Gemini Live API: Illustrates an advanced use case, combining the Conversational Analytics API with the Gemini Live API for a multimodal conversational experience.

Conversational Analytics API with ADK

This project provides an examples of how to use the Conversational Analytics API with ADK. The demo includes:

• A root agent that handles the sub agents.
• An agent that uses a tool to generate insights using the CA API.
• A visualization agent that visualizes the results using a Vertex AI Code Interpreter extension and returns the plot.