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Description
Description
Enhance data hygiene with content policy enforcement, PII scrubbing, and advanced payload limits for enterprise readiness.
Background
This enhancement extends Issue #55 (data hygiene) by adding comprehensive content policy enforcement, critical for enterprise deployments and compliance requirements.
Requirements
- Implement PII scrubbing with configurable patterns
- Add content deny-lists for blocked patterns
- Enforce max payload size limits per request
- Add max batch size limits for batch operations
- Implement content validation schemas
- Add content policy configuration
- Add content policy metrics and logging
Implementation Details
Files to modify:
src/contextforge_memory/policy/- New content policy modulesrc/contextforge_memory/main.py- Add policy enforcementsrc/contextforge_memory/config.py- Add policy configurationtests/- Add policy testsREADME.md- Document content policies
Technical approach:
- Create content policy service with configurable rules
- Implement PII detection and scrubbing
- Add deny-list pattern matching
- Enforce payload and batch size limits
- Add policy violation logging and metrics
Acceptance Criteria
- PII scrubbing works with configurable patterns
- Deny-lists block prohibited content
- Payload and batch limits are enforced
- Policy violations are logged and tracked
- Configuration is flexible and documented
Testing Requirements
- Unit tests for policy enforcement
- Integration tests for content filtering
- Performance tests for policy overhead
- Policy violation tests
Documentation Updates
- README.md - Document content policies
- Security guide - Content policy setup
- Configuration examples - Policy configuration
- Compliance guide - Enterprise requirements
Related Issues
- Extends: [P1] Implement and document data hygiene constraints #55 (data hygiene)
- Depends on: None
- Blocks: None