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docs: document new policy templates
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docs/my-website/docs/proxy/guardrails/policy_templates.md
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docs/my-website/docs/proxy/guardrails/policy_templates.md
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# Policy Templates
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Policy templates provide pre-configured guardrail policies that you can use as a starting point for your organization. Instead of manually creating policies and guardrails, you can select a template that matches your use case and deploy it with one click.
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## Using Policy Templates
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### In the UI
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1. Navigate to **Policies → Templates** tab in the LiteLLM Admin UI
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2. Browse available templates (e.g., "PII Protection", "Cost Control", "HR Compliance")
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3. Click **"Use Template"** on any template
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4. Review the guardrails that will be created:
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- Existing guardrails are marked with a green checkmark
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- New guardrails can be selected/deselected
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5. Click **"Create X Guardrails & Use Template"**
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6. Review and customize the pre-filled policy form
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7. Click **"Create Policy"** to save
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### Workflow
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```
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Select Template → Review Guardrails → Create Selected → Edit Policy → Save
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```
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The system automatically:
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- ✅ Detects which guardrails already exist
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- ✅ Creates only the missing guardrails you select
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- ✅ Pre-fills the policy form with template data
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- ✅ Lets you customize before saving
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## Available Templates
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Templates are fetched from [GitHub](https://raw.githubusercontent.com/BerriAI/litellm/main/policy_templates.json) with automatic fallback to local backup.
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### Current Templates
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#### 1. Advanced PII Protection (Australia)
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- **Complexity:** High
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- **Use Case:** Comprehensive PII detection for Australian organizations
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- **Guardrails:**
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- Australian tax identifiers (TFN, ABN, Medicare)
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- Australian passports
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- International PII (SSN, passports, national IDs)
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- Contact information (email, phone, address)
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- Financial data (credit cards, IBAN)
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- API credentials (AWS, GitHub, Slack) - **BLOCKS** requests
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- Network infrastructure (IP addresses)
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- Protected class information (gender, race, religion, disability, etc.)
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#### 2. Baseline PII Protection
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- **Complexity:** Low
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- **Use Case:** Basic protection for internal tools and testing
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- **Guardrails:**
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- Australian tax identifiers
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- API credentials
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- Financial data
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## Creating Your Own Policy Templates
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You can contribute policy templates for the entire LiteLLM community to use.
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### Template Structure
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Templates are defined in JSON format with the following structure:
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```json
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{
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"id": "unique-template-id",
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"title": "Display Title",
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"description": "Detailed description of what this template protects",
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"icon": "ShieldCheckIcon",
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"iconColor": "text-purple-500",
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"iconBg": "bg-purple-50",
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"guardrails": [
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"guardrail-name-1",
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"guardrail-name-2"
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],
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"complexity": "Low|Medium|High",
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"guardrailDefinitions": [
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{
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"guardrail_name": "example-guardrail",
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"litellm_params": {
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"guardrail": "litellm_content_filter",
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"mode": "pre_call",
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"patterns": [
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{
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"pattern_type": "prebuilt",
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"pattern_name": "email",
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"action": "MASK"
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}
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],
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"pattern_redaction_format": "[{pattern_name}_REDACTED]"
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},
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"guardrail_info": {
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"description": "What this guardrail does"
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}
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}
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],
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"templateData": {
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"policy_name": "policy-name",
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"description": "Policy description",
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"guardrails_add": ["guardrail-name-1", "guardrail-name-2"],
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"guardrails_remove": []
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}
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}
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```
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### Field Descriptions
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#### Display Fields
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- **id**: Unique identifier (lowercase with hyphens)
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- **title**: User-facing name shown in UI
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- **description**: Detailed explanation of what the template protects
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- **icon**: Icon name (must be available in UI icon map)
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- **iconColor**: Tailwind CSS text color class
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- **iconBg**: Tailwind CSS background color class
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- **guardrails**: Array of guardrail names (for display only)
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- **complexity**: Badge showing difficulty ("Low", "Medium", or "High")
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#### Guardrail Definitions
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- **guardrailDefinitions**: Array of complete guardrail configurations
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- Each must be a valid guardrail object that can be sent to `/guardrails` POST endpoint
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- If a guardrail already exists, it will be skipped
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- Can be empty `[]` if template uses only existing guardrails
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#### Policy Configuration
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- **templateData**: Object that pre-fills the policy form
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- **policy_name**: Suggested name (user can edit)
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- **description**: Policy description
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- **guardrails_add**: Array of guardrail names to include
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- **guardrails_remove**: Array to remove (usually `[]` for templates)
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- **inherit**: (Optional) Parent policy name for inheritance
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### Example Template
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Here's a complete example for a HIPAA compliance template:
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```json
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{
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"id": "hipaa-compliance",
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"title": "HIPAA Compliance Policy",
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"description": "Healthcare compliance policy that masks PHI and enforces HIPAA regulations for healthcare applications.",
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"icon": "ShieldCheckIcon",
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"iconColor": "text-red-500",
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"iconBg": "bg-red-50",
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"guardrails": [
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"phi-detector",
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"medical-record-blocker",
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"patient-id-masker"
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],
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"complexity": "High",
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"guardrailDefinitions": [
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{
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"guardrail_name": "phi-detector",
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"litellm_params": {
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"guardrail": "litellm_content_filter",
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"mode": "pre_call",
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"patterns": [
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{
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"pattern_type": "prebuilt",
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"pattern_name": "us_ssn",
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"action": "MASK"
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},
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{
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"pattern_type": "prebuilt",
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"pattern_name": "email",
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"action": "MASK"
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},
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{
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"pattern_type": "prebuilt",
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"pattern_name": "us_phone",
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"action": "MASK"
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}
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],
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"pattern_redaction_format": "[PHI_REDACTED]"
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},
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"guardrail_info": {
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"description": "Detects and masks Protected Health Information (PHI)"
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}
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}
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],
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"templateData": {
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"policy_name": "hipaa-compliance-policy",
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"description": "HIPAA compliance policy for healthcare applications",
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"guardrails_add": [
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"phi-detector",
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"medical-record-blocker",
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"patient-id-masker"
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],
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"guardrails_remove": []
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}
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}
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```
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## Contributing Templates
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To contribute a policy template for everyone to use:
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### Step 1: Create Your Template JSON
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1. Create a JSON file following the structure above
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2. Test it locally by adding it to your local `policy_templates.json`
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3. Verify all guardrails work correctly
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4. Ensure descriptions are clear and helpful
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### Step 2: Submit a Pull Request
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1. Fork the [LiteLLM repository](https://github.com/BerriAI/litellm)
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2. Add your template to `policy_templates.json` at the root
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3. Add your template to `litellm/policy_templates_backup.json` (keep both in sync)
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4. Create a pull request with:
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- Clear description of what the template protects
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- Use case examples
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- Any relevant compliance frameworks (HIPAA, GDPR, SOC 2, etc.)
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### Guidelines
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**DO:**
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- ✅ Use clear, descriptive names
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- ✅ Include comprehensive descriptions
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- ✅ Test all guardrails thoroughly
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- ✅ Document pattern sources (e.g., "Based on NIST guidelines")
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- ✅ Group related guardrails logically
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- ✅ Consider different complexity levels
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**DON'T:**
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- ❌ Include credentials or secrets
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- ❌ Use overly broad patterns that may have false positives
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- ❌ Duplicate existing templates
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- ❌ Use custom code without thorough testing
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## Using Templates Offline
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For air-gapped or offline deployments, set the environment variable:
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```bash
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export LITELLM_LOCAL_POLICY_TEMPLATES=true
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```
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This forces the system to use the local backup (`litellm/policy_templates_backup.json`) instead of fetching from GitHub.
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## Template Sources
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- **GitHub (default):** https://raw.githubusercontent.com/BerriAI/litellm/main/policy_templates.json
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- **Local backup:** `litellm/policy_templates_backup.json`
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Templates are automatically fetched from GitHub on each request, with fallback to local backup on any failure.
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## Available Pattern Types
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When creating guardrails for templates, you can use these prebuilt patterns:
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### Identity Documents
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- `passport_australia`, `passport_us`, `passport_uk`, `passport_germany`, etc.
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- `us_ssn`, `us_ssn_no_dash`
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- `au_tfn`, `au_abn`, `au_medicare`
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- `nl_bsn_contextual`
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- `br_cpf`, `br_rg`, `br_cnpj`
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### Financial
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- `visa`, `mastercard`, `amex`, `discover`, `credit_card`
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- `iban`
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### Contact Information
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- `email`
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- `us_phone`, `br_phone_landline`, `br_phone_mobile`
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- `street_address`
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- `br_cep` (Brazilian postal code)
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### Credentials
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- `aws_access_key`, `aws_secret_key`
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- `github_token`
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- `slack_token`
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- `generic_api_key`
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### Network
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- `ipv4`, `ipv6`
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### Protected Class
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- `gender_sexual_orientation`
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- `race_ethnicity_national_origin`
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- `religion`
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- `age_discrimination`
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- `disability`
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- `marital_family_status`
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- `military_status`
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- `public_assistance`
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See the [full patterns list](https://github.com/BerriAI/litellm/blob/main/litellm/proxy/guardrails/guardrail_hooks/litellm_content_filter/patterns.json) for all available patterns.
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## Related Docs
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- [Guardrail Policies](./guardrail_policies)
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- [Policy Tags](./policy_tags)
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- [Content Filter Patterns](../hooks/content_filter)
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- [Custom Code Guardrails](../hooks/custom_code)
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@ -97,6 +97,7 @@ const sidebars = {
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label: "Policies",
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items: [
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"proxy/guardrails/guardrail_policies",
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"proxy/guardrails/policy_templates",
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"proxy/guardrails/policy_tags",
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],
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},
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@ -60,11 +60,18 @@ def fetch_remote_policy_templates(url: str, timeout: int = 5) -> List[Any]:
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"""
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Fetch policy templates from a remote URL.
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Returns the parsed JSON list. Raises on network/parse errors.
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Returns the parsed JSON list. Falls back to local backup on any error.
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"""
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response = httpx.get(url, timeout=timeout)
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response.raise_for_status()
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return response.json()
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try:
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response = httpx.get(url, timeout=timeout)
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response.raise_for_status()
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return response.json()
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except Exception as e:
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verbose_proxy_logger.warning(
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f"Failed to fetch policy templates from {url}: {e}. "
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"Falling back to local backup."
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)
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return load_local_policy_templates()
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def get_policy_templates_list() -> List[Any]:
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@ -86,36 +93,24 @@ def get_policy_templates_list() -> List[Any]:
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)
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return load_local_policy_templates()
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# Try to fetch from GitHub
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try:
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templates = fetch_remote_policy_templates(POLICY_TEMPLATES_GITHUB_URL)
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# Fetch from GitHub (automatically falls back to local on any error)
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templates = fetch_remote_policy_templates(POLICY_TEMPLATES_GITHUB_URL)
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# Validate it's a non-empty list
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if not isinstance(templates, list):
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verbose_proxy_logger.warning(
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f"Fetched policy templates is not a list (type={type(templates).__name__}). "
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"Falling back to local backup."
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)
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return load_local_policy_templates()
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if len(templates) == 0:
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verbose_proxy_logger.warning(
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"Fetched policy templates is empty. Falling back to local backup."
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)
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return load_local_policy_templates()
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verbose_proxy_logger.debug(
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f"Successfully fetched {len(templates)} policy templates from GitHub"
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)
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return templates
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except Exception as e:
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# Validate it's a non-empty list
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if not isinstance(templates, list):
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verbose_proxy_logger.warning(
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f"Failed to fetch policy templates from {POLICY_TEMPLATES_GITHUB_URL}: {e}. "
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"Falling back to local backup."
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f"Policy templates is not a list (type={type(templates).__name__}). "
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"Using local backup."
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)
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return load_local_policy_templates()
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if len(templates) == 0:
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verbose_proxy_logger.warning("Policy templates is empty. Using local backup.")
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return load_local_policy_templates()
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verbose_proxy_logger.debug(f"Successfully loaded {len(templates)} policy templates")
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return templates
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@router.post(
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"/policy/validate",
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