Advanced AI System

CRISPR Model API

Off-target prediction engine with 95% accuracy for genomic research.

POST /api/predict

On/Off-Target Prediction

Analyze a CRISPR single-guide RNA sequence against a specific DNA target to predict its probability of being an off-target match.

JSON Request Body

{
  "guide_sequence": "GTCTGCCG...",
  "target_sequence": "GTCTGCCG...",
  "pam": "GGG",
  "technology": "GUIDE-seq",
  "chr": "chr11",
  "strand": "-",
  "mismatches": 0.0
}

Example Response

{
  "prediction": "ON",
  "probability": 0.95,
  "confidence": "High",
  "timestamp": "2026-02..."
}

GET /api/health

System Health Check

Monitor server status, model readiness, and version control.

{
  "status": "healthy",
  "model_loaded": true,
  "version": "1.0.0"
}

POST /api/predict/batch

High-Throughput Batch Processing

Submit up to 100 sequences simultaneously for rapid large-scale genomic screening.

{
  "predictions": [
    { "guide_sequence": "...", "target_sequence": "..." },
    { "guide_sequence": "...", "target_sequence": "..." }
  ]
}

Official interactive documentation:

Open Swagger UI Explorer →