ይህ ገጽ ገና ወደ አማርኛ አልተተረጎመም። የእንግሊዝኛው ጽሑፍ ቀርቧል።
Secure API Key Vault, Quota Management, and Rotation
Managing encrypted API credentials in PostgreSQL, secret rotation runbooks, and department cost attribution.
1. Overview & Technical Architecture#
API keys for external cloud providers are stored with AES-256 encryption at rest and in memory.
1. Key Vault Operations#
- Open Settings → Technical → Parameters → System Parameters.
- Encrypted keys are tagged with prefix
muk_ai.secret.*. - Keys are never logged in plain text or rendered in client-side HTML DOM trees.
2. Automated Key Rotation Runbook#
Every 90 days, the security cron (muk_ai.ir_cron_rotate_api_keys) alerts administrators to deposit refreshed keys into the secondary pool slot before retiring the primary key.
2. Prerequisites & Infrastructure Requirements#
- Runtime Environment: Python 3.12+, PostgreSQL 16 with
pgvectorextension. - Security Access Group:
Ashewa AI / Administrator(Technical ID:muk_ai.group_ai_manager) - Hardware Profile: Minimum 16 GB System RAM (CPU inference) or NVIDIA GPU with 8+ GB VRAM.
3. Step-by-Step Configuration & Verification#
Step 1: Navigating to Model Management#
- Access your SmartERP instance at
https://smarterp.et/odoo. - Open Settings → Technical → Ashewa AI → Model Registry.
- Select the custom model profile.
{screenshot:80-api-key-governance-and-quota-management-step1-navigation}
Step 2: Testing Endpoint Health & Response Verification#
- Click the Run Diagnostic Health Check button.
- Verify token generation speed (tokens/sec) and latency benchmarks.
- Review sample response in the diagnostic console.
{screenshot:80-api-key-governance-and-quota-management-step2-verification}
4. Advanced Configuration Points#
- Automated Tasks:
muk_ai.ir_cron_model_health_monitorruns every 15 minutes. - Multi-Tenant Boundaries: Custom model fine-tuning adapters are strictly segregated per tenant database.
5. Comprehensive Troubleshooting Matrix#
| Symptom / Error | Probable Root Cause | Resolution Action |
|---|---|---|
Connection refused: Model server unreachable | Inference daemon stopped or port blocked by firewall. | Restart model service (systemctl restart vllm) and verify firewall rules. |
Token limit exceeded on input prompt | Input context exceeded window size. | Enable context truncation in model profile settings. |
መጨረሻ የተሻሻለው: 2026-10-30