How to build a document analysis tool with Claude

pip install anthropic>=0.20

import os
import anthropic

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

# Sample document text to analyze
document_text = """
Anthropic's Claude models are designed for safe and helpful AI interactions. This document explains how to use Claude for document analysis.
"""

# Create a prompt for document analysis
system_prompt = "You are a helpful assistant that analyzes documents and extracts key insights."

# Send the document text as a user message
response = client.messages.create(
    model="claude-3-5-sonnet-20241022",
    max_tokens=512,
    system=system_prompt,
    messages=[{"role": "user", "content": document_text}]
)

# Extract and print the analysis
print("Document analysis result:\n", response.content[0].text)

import asyncio
import os
import anthropic

async def async_document_analysis(text: str):
    client = anthropic.Anthropic(api_key=os.environ["ANTHROPIC_API_KEY"])
    response = await client.messages.acreate(
        model="claude-3-opus-20240229",
        max_tokens=512,
        system="You are a helpful assistant that analyzes documents.",
        messages=[{"role": "user", "content": text}]
    )
    print("Async analysis result:\n", response.content[0].text)

# Run async example
asyncio.run(async_document_analysis("Sample document text for async analysis."))