Guardrails for Agents

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import boto3

bedrock = boto3.client('bedrock', region_name='us-east-1')

# Create a comprehensive guardrail
response = bedrock.create_guardrail(
    name='production-agent-guardrail',
    description='Multi-layer protection for customer-facing agent',
    
    # Content filtering with specific thresholds
    contentPolicyConfig={
        'filtersConfig': [

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import boto3
import json

bedrock_agent = boto3.client('bedrock-agent-runtime', region_name='us-east-1')

def invoke_agent_with_guardrails(
    agent_id: str,
    agent_alias_id: str,
    session_id: str,
    user_input: str,
    guardrail_id: str,
    guardrail_version: str = 'DRAFT'

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import { BedrockClient, CreateGuardrailCommand } from '@aws-sdk/client-bedrock';

const client = new BedrockClient({ region: 'us-east-1' });

const guardrailConfig = {
  name: 'production-agent-guardrail',
  description: 'Comprehensive guardrails for customer-facing AI agent',
  
  // Content filters with asymmetric input/output settings
  contentPolicyConfig: {
    filtersConfig: [
      {

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from dataclasses import dataclass
from enum import Enum
from typing import Optional
import re

class ConversationContext(Enum):
    GENERAL = "general"
    MEDICAL = "medical"
    LEGAL = "legal"
    FINANCIAL = "financial"
    TECHNICAL = "technical"

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import boto3
import json
import hashlib
from datetime import datetime, timedelta
from typing import Dict, List, Optional, Tuple
from dataclasses import dataclass
from enum import Enum

class GuardrailAction(Enum):
    ALLOW = "allow"
    BLOCK = "block"
    MODIFY = "modify"

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import boto3
import json
from datetime import datetime, timedelta
from typing import Dict, List, Optional
from dataclasses import dataclass
from enum import Enum

class ActionType(Enum):
    READ = "read"
    WRITE = "write"
    DELETE = "delete"
    EXECUTE = "execute"

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import boto3
import json
from datetime import datetime, timedelta
from typing import Dict, List
from dataclasses import dataclass

@dataclass
class GuardrailMetrics:
    total_evaluations: int
    blocked_count: int
    modified_count: int
    allowed_count: int