Integrating with Anthropic Claude

Integrating with Anthropic Claude

Carlo can integrate with Anthropic Claude models to enforce governance policies and monitor AI interactions in real time.

This allows developers to validate prompts and responses before they are processed by the Claude model.

Prerequisites

Before starting, ensure you have:

• A Carlo API key
• An Anthropic API key
• Python installed

Step 1: Install Required Libraries

Install the Carlo SDK and Anthropic client.
pip install carlo-ai anthropic

Step 2: Import Libraries

Import the necessary modules.

import carlo
import anthropic

Step 3: Initialize Carlo Guardian

Create a Guardian instance.

guardian = carlo.Guardian(
api_key=”YOUR_CARLO_API_KEY”)

Step 4: Configure Anthropic Client

Initialize the Anthropic client with your API key.

client = anthropic.Anthropic(
api_key=”YOUR_ANTHROPIC_API_KEY”)

Step 5: Send Requests Through Carlo

Validate prompts before sending them to Claude.

validated_prompt = guardian.validate_prompt(
prompt=”Explain reinforcement learning.”)

response = client.messages.create(
model=”claude-3-opus”,
messages=[{“role”: “user”, “content”: validated_prompt}])
print(response)

Carlo will automatically apply governance policies and monitor the request.

Benefits of Integration

• Policy enforcement for AI prompts
• Governance monitoring
• Real-time validation
• Compliance logging