🎭 Anthropic Claude

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from anthropic import Anthropic

client = Anthropic()

def analyze_document(document: str) -> dict:
    """Analyze long document using Claude's 200K context."""
    
    response = client.messages.create(
        model="claude-3-5-sonnet-20241022",
        max_tokens=4096,
        messages=[{
            "role": "user",
            "content": f"""
Analyze this document and provide structured output.

<document>
{document}
</document>

Respond in XML format:
<analysis>
  <summary>Brief summary</summary>
  <key_points>
    <point>Key point 1</point>
    <point>Key point 2</point>
  </key_points>
  <entities>
    <entity type="person">Name</entity>
    <entity type="org">Organization</entity>
  </entities>
  <sentiment>positive/negative/neutral</sentiment>
</analysis>
"""
        }]
    )
    
    return parse_xml_response(response.content[0].text)