話題の生成AI：Claude3試してみた(Amazon Bedrock)

import json
import boto3

client = boto3.client(
    service_name="bedrock-runtime",
    region_name='us-west-2'
)

body = {
    "anthropic_version": "bedrock-2023-05-31",
    "max_tokens": 300,
    "system": "あなたは優秀なAIボットです",
    "messages": [
        {
            "role": "user",
            "content": [
                {"type": "text", "text": "こんにちは。あなたはどんなことができますか？"}
            ],
        }
    ],
}

response = client.invoke_model(
    modelId="anthropic.claude-3-sonnet-20240229-v1:0",
    body=json.dumps(body)
)
response_body = json.loads(response.get("body").read())


print(json.dumps(response_body, indent=2, ensure_ascii=False))

import base64
import json

import boto3

with open("sample.png", mode="rb") as f:
    data = base64.b64encode(f.read()).decode("utf-8")

client = boto3.client(
    service_name="bedrock-runtime",
    region_name='us-west-2'
)

body = {
    "anthropic_version": "bedrock-2023-05-31",
    "max_tokens": 1000,
    "system": "あなたは優秀なAIボットです",
    "messages": [
        {
            "role": "user",
            "content": [
                {
                    "type": "image",
                    "source": {
                        "type": "base64",
                        "media_type": "image/png",
                        "data": data,
                    },
                },
                {
                    "type": "text",
                    "text": "画像に記載されているニュースの内容を要約して",
                },
            ],
        }
    ],
}

response = client.invoke_model(
    modelId="anthropic.claude-3-sonnet-20240229-v1:0", body=json.dumps(body)
)
response_body = json.loads(response.get("body").read())


print(json.dumps(response_body, indent=2, ensure_ascii=False))

response = client.invoke_model(
    modelId="anthropic.claude-3-haiku-20240307-v1:0",
    body=json.dumps(body)
)