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FAQs ​

How do I connect my data to Prompt Studio? ​

You can either upload data files (like CSV or XLSX) directly in the Promptbook or connect to supported databases such as PostgreSQL, Microsoft Fabric, and Snowflake via the "Data" tab in Prompt Studio app.

Can I combine multiple data sources in one analysis? ​

Yes, Prompt Studio allows you to combine data files and database connections within a single Promptbook to run queries across multiple sources simultaneously.

How do you handle AI hallucinations? ​

Prompt Studio employs several strategies to minimize AI hallucinations and ensure reliable results:

  • Code Auditing: You can always inspect, edit, and validate the SQL or code generated by the AI before execution.
  • Semantic Model: By defining table relationships, data types, and descriptions in the semantic model, you provide crucial context to the AI, grounding its understanding in your specific data structure.
  • Contextual Grounding: AI prompts are automatically enriched with relevant schema information and data context from your connected sources or uploaded files, reducing the chance of the AI inventing information.

How do you ensure my data is secure? ​

Data security is a top priority. Here's how we protect your data:

  • Encryption: Data is encrypted both in transit (using TLS/SSL) and at rest.
  • Access Controls: Role-based access controls (Admin, Editor, Viewer) within workspaces ensure users only access the data and Promptbooks they are authorized to see.
  • Secure Connections: Database connection credentials are securely stored and encrypted. By default, Prompt Studio can only perform read actions towards your data sources, but we recommend using dedicated, read-only credentials for Prompt Studio connections.
  • Data Processing: When connecting to databases, Prompt Studio primarily sends queries for execution within your database environment. Raw data is generally not stored by Prompt Studio, except for cached results or data explicitly saved within Promptbook outputs. Uploaded files are stored securely.
  • Compliance & Best Practices: We follow industry best practices for security and are committed to maintaining a secure environment for your data analysis.

Can I collaborate with my team in Prompt Studio? ​

Yes! Prompt Studio Pro and Enterprise plans allow you to create teams, manage roles (Admin, Editor, Viewer), and organize Promptbooks into workspaces for collaborative data projects. This enables seamless teamwork, where each member can contribute to different stages of data exploration, analysis, and visualization.