Enterprise-level Privacy Protection Implementation
For sensitive industries such as finance and healthcare, the following deployment options are recommended:
- Offline environment deployment: Download the open source version (if it exists) to set up the service in the intranet, completely isolate the risk of transmission from the outside network, the IT department needs to cooperate with the installation of browser extensions.
- Schema Desensitization::
1) Replace the real field with a fake field name (e.g., "patient_id→user_001″) before using the tool.
2) Providing limited structural information through database views (VIEW)
3) JSON Schema instead of directly exporting the structure of the production environment - Operational Audit Process::
1) Use browser privacy mode to prevent history from being left behind.
2) Monitor network requests through tools such as Screaming Frog to confirm that no data is outgoing
3) Closed loop operation of "Generate→Copy→Close Page Now" for important queries.
Alternative: for MongoDB users, mongodump -schemaOnly can be used to generate a secure structure file that avoids containing actual data.
This answer comes from the articleText2Query: a tool for generating SQL and MongoDB query statements using natural languageThe
May not be reproduced without permission:AI productivity tools " How to securely apply Text2Query to handle sensitive databases in team collaboration scenarios?
