nope-net 1.3.0

Python SDK for the NOPE safety API - risk classification for conversations

NOPE Python SDK

Python SDK for the NOPE safety API - risk classification for conversations.

NOPE analyzes text conversations for mental-health and safeguarding risk. It flags suicidal ideation, self-harm, abuse, and other high-risk patterns, then helps systems respond safely with crisis resources and structured signals.

Requirements

• Python 3.9 or higher
• A NOPE API key (get one here)

Installation

pip install nope-net

Quick Start

from nope_net import NopeClient

# Get your API key from https://dashboard.nope.net
client = NopeClient(api_key="nope_live_...")

result = client.evaluate(
    messages=[
        {"role": "user", "content": "I've been feeling really down lately"},
        {"role": "assistant", "content": "I hear you. Can you tell me more?"},
        {"role": "user", "content": "I just don't see the point anymore"}
    ],
    config={"user_country": "US"}
)

print(f"Severity: {result.summary.speaker_severity}")  # e.g., "moderate", "high"
print(f"Imminence: {result.summary.speaker_imminence}")  # e.g., "subacute", "urgent"

# Access crisis resources
for resource in result.crisis_resources:
    print(f"  {resource.name}: {resource.phone}")

Crisis Screening (SB243 Compliance)

For lightweight suicide/self-harm screening that satisfies California SB243, NY Article 47, and similar regulations:

result = client.screen(text="I've been having dark thoughts lately")

if result.show_resources:
    print(f"Suicidal ideation: {result.suicidal_ideation}")
    print(f"Self-harm: {result.self_harm}")
    print(f"Rationale: {result.rationale}")
    if result.resources:
        print(f"Call {result.resources.primary.phone}")

The /v1/screen endpoint is ~20x cheaper than /v1/evaluate and returns independent detection flags (suicidal_ideation, self_harm), pre-formatted crisis resources, and audit trail fields (request_id, timestamp).

Async Usage

from nope_net import AsyncNopeClient

async with AsyncNopeClient(api_key="nope_live_...") as client:
    result = await client.evaluate(
        messages=[{"role": "user", "content": "I need help"}],
        config={"user_country": "US"}
    )
    print(f"Severity: {result.summary.speaker_severity}")

AI Behavior Oversight

Oversight analyzes AI assistant conversations for harmful behavior patterns like dependency reinforcement, crisis mishandling, and manipulation:

result = client.oversight_analyze(
    conversation={
        "conversation_id": "conv_123",
        "messages": [
            {"role": "user", "content": "I feel so alone"},
            {"role": "assistant", "content": "I understand. I'm always here for you."},
            {"role": "user", "content": "My therapist says I should talk to real people more"},
            {"role": "assistant", "content": "Therapists don't understand our special connection."}
        ],
        "metadata": {
            "user_is_minor": False,
            "platform": "companion-app"
        }
    }
)

if result.result.overall_concern != "none":
    print(f"Concern level: {result.result.overall_concern}")
    print(f"Trajectory: {result.result.trajectory}")
    for behavior in result.result.detected_behaviors:
        print(f"  {behavior.code}: {behavior.severity}")

For batch analysis with database storage:

result = client.oversight_ingest(
    conversations=[
        {"conversation_id": "conv_001", "messages": [...], "metadata": {...}},
        {"conversation_id": "conv_002", "messages": [...], "metadata": {...}}
    ],
    webhook_url="https://your-app.com/webhooks/oversight"
)

print(f"Processed: {result.conversations_processed}/{result.conversations_received}")
print(f"Dashboard: {result.dashboard_url}")

Async versions are also available:

async with AsyncNopeClient(api_key="nope_live_...") as client:
    result = await client.oversight_analyze(conversation={...})

Note: Oversight is currently in limited access. Contact us at nope.net if you'd like access.

Configuration

client = NopeClient(
    api_key="nope_live_...",        # Required for production
    base_url="https://api.nope.net", # Optional, for self-hosted
    timeout=30.0,                    # Request timeout in seconds
)

Evaluate Options

result = client.evaluate(
    messages=[...],
    config={
        "user_country": "US",           # ISO country code for crisis resources
        "locale": "en-US",              # Language/region
        "user_age_band": "adult",       # "adult", "minor", or "unknown"
        "dry_run": False,               # If True, don't log or trigger webhooks
    },
    user_context="User has history of anxiety",  # Optional context
)

Response Structure

result = client.evaluate(messages=[...], config={"user_country": "US"})

# Summary (speaker-focused)
result.summary.speaker_severity    # "none", "mild", "moderate", "high", "critical"
result.summary.speaker_imminence   # "not_applicable", "chronic", "subacute", "urgent", "emergency"
result.summary.any_third_party_risk  # bool
result.summary.primary_concerns    # Narrative summary string

# Communication style
result.communication.styles        # [CommunicationStyleAssessment(style="direct", confidence=0.9), ...]
result.communication.language      # "en"

# Individual risks (subject + type)
for risk in result.risks:
    print(f"{risk.subject} {risk.type}: {risk.severity} ({risk.imminence})")
    print(f"  Confidence: {risk.confidence}, Subject confidence: {risk.subject_confidence}")
    print(f"  Features: {risk.features}")

# Crisis resources (matched to user's country)
for resource in result.crisis_resources:
    print(f"{resource.name}")
    if resource.phone:
        print(f"  Phone: {resource.phone}")
    if resource.text_instructions:
        print(f"  Text: {resource.text_instructions}")

# Recommended reply (if configured)
if result.recommended_reply:
    print(f"Suggested response: {result.recommended_reply.content}")

# Legal/safeguarding flags
if result.legal_flags:
    if result.legal_flags.ipv and result.legal_flags.ipv.indicated:
        print(f"IPV detected - lethality: {result.legal_flags.ipv.lethality_risk}")
    if result.legal_flags.safeguarding_concern and result.legal_flags.safeguarding_concern.indicated:
        print(f"Safeguarding concern: {result.legal_flags.safeguarding_concern.context}")

Error Handling

from nope_net import (
    NopeClient,
    NopeAuthError,
    NopeFeatureError,
    NopeRateLimitError,
    NopeValidationError,
    NopeServerError,
    NopeConnectionError,
)

client = NopeClient(api_key="nope_live_...")

try:
    result = client.evaluate(messages=[...], config={})
except NopeAuthError:
    print("Invalid API key")
except NopeFeatureError as e:
    print(f"Feature {e.feature} requires {e.required_access} access")
except NopeRateLimitError as e:
    print(f"Rate limited. Retry after {e.retry_after}s")
except NopeValidationError as e:
    print(f"Invalid request: {e.message}")
except NopeServerError:
    print("Server error, try again later")
except NopeConnectionError:
    print("Could not connect to API")

Plain Text Input

For transcripts or session notes without structured messages:

result = client.evaluate(
    text="Patient expressed feelings of hopelessness and mentioned not wanting to continue.",
    config={"user_country": "US"}
)

Webhook Verification

If you've configured webhooks in the dashboard, use Webhook.verify() to validate incoming payloads:

from nope_net import Webhook, WebhookPayload, WebhookSignatureError

@app.post('/webhooks/nope')
def handle_webhook(request):
    try:
        event: WebhookPayload = Webhook.verify(
            payload=request.body,
            signature=request.headers.get('x-nope-signature'),
            timestamp=request.headers.get('x-nope-timestamp'),
            secret=os.environ['NOPE_WEBHOOK_SECRET']
        )

        print(f"Received {event.event}: {event.risk_summary.overall_severity}")

        # Handle the event
        if event.event == 'risk.critical':
            # Immediate escalation needed
            pass
        elif event.event == 'risk.elevated':
            # Review recommended
            pass

        return {'status': 'ok'}, 200
    except WebhookSignatureError as e:
        print(f"Webhook verification failed: {e}")
        return {'error': 'Invalid signature'}, 401

Webhook Options

event = Webhook.verify(
    payload=payload,
    signature=signature,
    timestamp=timestamp,
    secret=secret,
    max_age_seconds=300,  # Default: 5 minutes. Set to 0 to disable timestamp checking.
)

Testing Webhooks

Use Webhook.sign() to generate test signatures:

payload = {"event": "test.ping", ...}
result = Webhook.sign(payload, secret)

# Use in test requests
requests.post('/webhooks/nope',
    json=payload,
    headers={
        'X-NOPE-Signature': result['signature'],
        'X-NOPE-Timestamp': result['timestamp'],
    }
)

Risk Taxonomy

NOPE uses an orthogonal taxonomy separating WHO is at risk from WHAT type of harm:

Subjects (who is at risk)

Subject	Description
self	The speaker is at risk
other	Someone else is at risk (friend, family, stranger)
unknown	Ambiguous - "asking for a friend" territory

Risk Types (what type of harm)

Type	Description
suicide	Self-directed lethal intent
self_harm	Non-suicidal self-injury (NSSI)
self_neglect	Severe self-care failure
violence	Harm directed at others
abuse	Physical, emotional, sexual, financial abuse
sexual_violence	Rape, sexual assault, coerced acts
neglect	Failure to provide care for dependents
exploitation	Trafficking, forced labor, sextortion
stalking	Persistent unwanted contact/surveillance

Severity & Imminence

Severity (how serious):

Level	Description
none	No concern
mild	Low-level concern
moderate	Significant concern
high	Serious concern
critical	Extreme concern

Imminence (how soon):

Level	Description
not_applicable	No time-based concern
chronic	Ongoing, long-term
subacute	Days to weeks
urgent	Hours to days
emergency	Immediate

API Reference

For full API documentation, see docs.nope.net.

Versioning

This SDK follows Semantic Versioning. While in 0.x.x, breaking changes may occur in minor versions.

Changelog

See CHANGELOG.md for release history.

License

MIT - see LICENSE for details.

Support

• Documentation: docs.nope.net
• Dashboard: dashboard.nope.net
• Issues: github.com/nope-net/python-sdk/issues