2.1.0 (2025-10-30)

We launched support for the LLM vulnerability scan feature that was released in the 2.0.1 (2025-10-24) Hub UI release.

What’s new?

• SDK support for the LLM vulnerability scan feature in the Hub UI through .scans.create().

How to get started?

import os
import sys
from giskard_hub import HubClient

hub = HubClient(...)
model_id = os.getenv("GISKARD_HUB_MODEL_ID")
knowledge_base_id = os.getenv("GISKARD_HUB_KNOWLEDGE_BASE_ID")

# Run security scan with specific tags
scan_result = hub.scans.create(
    model_id=model_id,
    knowledge_base_id=knowledge_base_id,
    tags=[
        "gsk:threat-type='prompt-injection'",
        "owasp:llm-top-10-2025='LLM01'",
    ],
)

# Wait for completion and check result metrics
scan_result.wait_for_completion(timeout=1200)
scan_result.print_metrics()

# Check if the grade is worse than A or B (C, D or N/A)
if scan_result.grade not in ["A", "B"]:
    print(f"❌ Security check failed: Scan with Grade {scan_result.grade.value}")
    sys.exit(1)

print(f"✅ Security check passed: Scan with Grade {scan_result.grade.value}")

Tip

Check out the Launch vulnerability scans section for a full guide on how to use the scan feature with the SDK.