analyze_claude.py

import boto3
import json
from prompts import *

bedrock = boto3.client(service_name="bedrock-runtime", region_name="us-east-1")
CLAUDE_MODEL_ID = "us.anthropic.claude-3-5-haiku-20241022-v1:0"

def analyze_with_claude(stt_data, content_type="국민의힘"):
    """
    Use Claude to summarize AI based on STT data.
    Select the appropriate prompt according to the content_type.
    """

    if content_type == "Agents for Amazon Bedrock":
        prompt_template = BEDROCK_CLAUDE_PROMPT
    elif content_type == "Bundesliga Fan Experience":
        prompt_template =  BUNDESLIGA_CLAUDE_PROMPT
    elif content_type == "AWS_2024_recap":
        prompt_template = AWS_CLAUDE_PROMPT
    
    formatted_prompt = prompt_template.format(stt_data=stt_data)

    body = json.dumps({
        "anthropic_version": "bedrock-2023-05-31",
        "max_tokens": 1000,
        "messages": [
            {
                "role": "user",
                "content": formatted_prompt
            }
        ]
    })

    response = bedrock.invoke_model(
        modelId=CLAUDE_MODEL_ID,
        body=body
    )

    response_body = json.loads(response.get('body').read())
    return response_body['content'][0]['text']