AI Assistant

The AI Assistant is the new version of a generative chatbot (replacing the previous Flex AI Chat Assistant). It lets you interact with your data in natural language, combining analytics with everyday conversation.

Features

The AI Assistant can:

• Search existing dashboards, visualizations, and metrics to answer your business questions.
• Create new visualizations if needed and adjust them based on your feedback.
• Take into account the conversation history and refine its responses.
• Answer general questions about GoodData and business intelligence (BI).

Note that the quality of the AI Assistant’s responses depends on well-described analytical objects (e.g., attributes, metrics, visualizations, dashboards) that follow naming conventions.

Permissions and Data Filters

The AI Assistant respects all existing workspace data filters (WDFs) and user data filters (UDFs). This ensures that users only see content they have permission to access.

To use the AI Assistant, you must have the Analyze permission or higher.

The AI Assistant and Customer Data

The AI Assistant does not send customer data to third parties or connected language models (LLMs). Instead, it uses your input to identify relevant objects and sends a request to the LLM. The LLM generates a JSON definition (e.g., specifying visualization types, metrics, etc.), which the sent to GoodData where it is processed and populated with customer data. Filters like WDFs and UDFs are applied before showing the final data.

Activation

To enable the AI Assistant:

1. Go to Settings > Early Access > AI Assistant and click Manage.

2. Enter the details for the LLM you are using (Token and Model). Currently, the AI Assistant supports OpenAI’s LLM, optimized for version GPT 4.o.

3. Use the Workspaces section to select which workspaces can access the AI Assistant. This is helpful for testing in non-production environments.

For details about the AI Assistant’s API, see the API documentation.