API Documentation

Edge AI API Reference

Edge AI provides a comprehensive suite of RESTful APIs to programmatically interact with the platform. Below are key endpoints organized by functionality:

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🗄️ Data Management APIs

Upload Domain-Specific Data POST /api/upload Upload structured datasets for model training with built-in compliance validation. Request Body:

json{
  "dataset_name": "financial_reports_2025",
  "data_type": "text/csv",
  "data": "base64-encoded-data",
  "compliance_tags": ["GDPR", "SOX"]
}

Response:

json{
  "dataset_id": "ds_abc123",
  "validation_report": {
    "compliance_status": "passed",
    "data_quality_score": 98.7
  }
}

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🧠 Model Operations APIs

Fine-Tune Generative Models POST /api/fine-tune Customize models using your datasets with granular parameter control. Request Body:

json{
  "base_model": "EdgeAI-V1",
  "dataset_id": "ds_abc123",
  "parameters": {
    "epochs": 10,
    "learning_rate": 0.0001,
    "compliance_checks": true
  }
}

Response:

json{
  "job_id": "job_xyz789",
  "estimated_completion": "2025-06-25T14:30:00Z",
  "compliance_certificate": "pending"
}

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📊 Monitoring & Governance APIs

Real-Time Performance Tracking GET /api/monitoring/models/{model_id}/metrics Retrieve live performance metrics and compliance status. Response:

json{
  "model_id": "EdgeAI-V1",
  "performance": {
    "accuracy": 96.2,
    "precision": 95.8,
    "recall": 96.5
  },
  "compliance_status": "valid",
  "last_audit_timestamp": "2025-06-24T09:15:00Z"
}

Compliance Validation POST /api/compliance/validate Verify outputs against regulatory requirements. Request Body:

json{
  "content": "Patient diagnosis summary...",
  "context": "medical_report",
  "regulations": ["HIPAA", "FDA_21CFR"]
}

Response:

json{
  "compliance_score": 99.1,
  "flagged_sections": [],
  "audit_trail_id": "audit_2025_678"
}

---

⚙️ Integration APIs

Webhook Configuration POST /api/integrations/webhooks Configure real-time event notifications. Request Body:

json{
  "url": "https://your-crm.example/edgeai-events",
  "events": ["model_updated", "compliance_alert"]
}

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Usage Notes:

1. Authentication: All endpoints require Authorization: Bearer <API_KEY>

2. Rate Limits: Tiered based on subscription plan (Enterprise: 1000 req/min)

3. Webhook Events: Includes data_uploaded, fine_tuning_complete, compliance_violation