Track every action with comprehensive audit logs for compliance, security, and operational visibility.
What Gets Logged
Every action is tracked and attributed
Authentication
- • Login attempts
- • Password changes
- • API key usage
- • SSO events
Data Access
- • Queries made
- • Documents accessed
- • Search results
- • Downloads
Administration
- • Settings changes
- • User management
- • Integration updates
- • Permissions
System Events
- • Deployments
- • Retraining
- • Sync operations
- • Errors
The Challenge
❌ Without Audit Logs:
- • No idea who accessed what data
- • Failed compliance audits
- • Can't investigate security incidents
- • No accountability for changes
✓ With RAG Engine Audit Logs:
- • Complete data access history
- • Audit-ready compliance reports
- • Full incident investigation trail
- • User attribution for all actions
How It Works
Enterprise-grade logging infrastructure
Complete History
Every action, query, and change is logged with timestamps and user attribution.
Searchable Logs
Filter by user, action type, date range, or resource to find exactly what you need.
Export & SIEM
Export logs to CSV or stream to your SIEM (Splunk, Datadog, etc.) in real-time.
Configurable Retention
Set retention policies from 30 days to unlimited based on compliance needs.
Use Cases
Compliance
Meet SOC 2, HIPAA, GDPR audit requirements.
Security
Investigate incidents and suspicious activity.
Debugging
Trace issues back to their root cause.
Accountability
Know who did what and when.
Comparison
Enterprise-ready audit capabilities
| Feature | RAG Engine | LangChain | LlamaIndex | Pinecone |
|---|---|---|---|---|
| Complete audit trail | ✓ | ✗ | ✗ | ~ |
| User attribution | ✓ | ✗ | ✗ | ✗ |
| SIEM integration | ✓ | ✗ | ✗ | ✗ |
| Compliance reports | ✓ | ✗ | ✗ | ✗ |
| Custom retention | ✓ | ✗ | ✗ | ~ |
Related Features
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