ai-response-ops 1.0.0

Python SDK for AI Response Ops — automate security questionnaire answers

AI Response Ops — Python SDK

Python SDK for the AI Response Ops API. Process security questionnaires through AI — KB matching + DeepSeek generation.

Install

pip install ai-response-ops

Quick start

from ai_response_ops import AIResponseOps

client = AIResponseOps(api_key="your-api-key")

result = client.process([
    "Do you support SSO?",
    {"question": "How often do you run penetration tests?", "id": "q2"},
])

for a in result.results:
    print(f"[{a.source}] {a.question} -> {a.answer} (confidence: {a.confidence}%)")

Async

from ai_response_ops import AsyncAIResponseOps

async with AsyncAIResponseOps(api_key="your-api-key") as client:
    result = await client.process(["Do you encrypt data at rest?"])

API

AIResponseOps(api_key, *, base_url, timeout, max_retries)

Param	Default
api_key	—	Your workspace API key
base_url	https://...public-api	API base URL
timeout	60.0	Request timeout in seconds
max_retries	0	Retry on network errors (exponential backoff)

.process(questions) → ProcessResponse

• Max 100 questions per request
• Questions can be str, dict(question, id?), or Question object

.health() → HealthResponse

Errors

Error class	HTTP
AuthenticationError	401
PlanGateError	402
RateLimitError	429
ValidationError	400
ServerError	500
AIServiceError	502