Which engine is used for generative classifier and extractor? is it chat gpt 3.0 or 3.5 or 4.0? How secure is it to use this activities if we have sensitive data in the input document?
Have not found any documentation related to this topic. Please share some light if you have any idea.
Unfortunately, there’s no single definitive answer, as the details of the engine used in UiPath’s generative classifier and extractor activities are not publicly disclosed. Here’s what we can infer and how to approach using these activities with sensitive data:
Potential Technologies:*
*OpenAI Models:*It’s possible UiPath leverages OpenAI’s GPT models (or similar). However, the specific model version is likely subject to change as UiPath updates its AI capabilities.
*Proprietary Models: UiPath might have developed its own generative models or customized versions of other language models.
*Hybrid Approach: A combination of publicly available and internally developed models is also plausible.
Security Considerations:*
Data Transmission:* Sensitive data within your documents might be transmitted to the underlying AI engine for processing. Understand if UiPath processes data locally or uses cloud-based services.
Data Retention:* Investigate if UiPath retains input data or model outputs, and if so, for how long. This impacts your data privacy compliance.
Encryption:* Inquire about encryption in transit and encryption at rest (if data is stored at any point).
Security Certifications:* Look for security certifications (SOC 2, ISO 27001, etc.) held by UiPath that demonstrate their commitment to data protection.