How to use Claude for document analysis

pip install anthropic>=0.20

import os
import anthropic

client = anthropic.Anthropic(api_key=os.environ["ANTHROPIC_API_KEY"])

document_text = """Artificial intelligence (AI) is transforming industries by enabling machines to learn from data and perform tasks that typically require human intelligence. Document analysis with AI can extract insights, summarize content, and classify information efficiently."""

prompt = f"""You are a helpful assistant. Please provide a concise summary of the following document text:\n\n{document_text}"""

response = client.messages.create(
    model="claude-3-5-sonnet-20241022",
    max_tokens=300,
    system="You are a helpful assistant.",
    messages=[{"role": "user", "content": prompt}]
)

print("Summary:\n", response.content[0].text)

import asyncio
import anthropic

async def analyze_document_async(text):
    client = anthropic.Anthropic(api_key=os.environ["ANTHROPIC_API_KEY"])
    prompt = f"Summarize this document:\n\n{text}"
    response = await client.messages.acreate(
        model="claude-3-opus-20240229",
        max_tokens=300,
        system="You are a helpful assistant.",
        messages=[{"role": "user", "content": prompt}]
    )
    print("Async summary:\n", response.content[0].text)

asyncio.run(analyze_document_async("Sample document text here."))