搜索结果

from anthropic import Anthropic
from anthropic.types import (
    MessageParam,
    TextBlockParam,
    SearchResultBlockParam,
    ToolResultBlockParam
)

client = Anthropic()

# 定义知识库搜索工具
knowledge_base_tool = {
    "name": "search_knowledge_base",
    "description": "Search the company knowledge base for information",
    "input_schema": {
        "type": "object",
        "properties": {
            "query": {
                "type": "string",
                "description": "The search query"
            }
        },
        "required": ["query"]
    }
}

# 处理工具调用的函数
def search_knowledge_base(query):
    # 您的搜索逻辑在这里
    # 返回正确格式的搜索结果
    return [
        SearchResultBlockParam(
            type="search_result",
            source="https://docs.company.com/product-guide",
            title="Product Configuration Guide",
            content=[
                TextBlockParam(
                    type="text",
                    text="To configure the product, navigate to Settings > Configuration. The default timeout is 30 seconds, but can be adjusted between 10-120 seconds based on your needs."
                )
            ],
            citations={"enabled": True}
        ),
        SearchResultBlockParam(
            type="search_result",
            source="https://docs.company.com/troubleshooting",
            title="Troubleshooting Guide",
            content=[
                TextBlockParam(
                    type="text",
                    text="If you encounter timeout errors, first check the configuration settings. Common causes include network latency and incorrect timeout values."
                )
            ],
            citations={"enabled": True}
        )
    ]

# 使用工具创建消息
response = client.messages.create(
    model="claude-sonnet-4-5",  # 适用于所有支持的模型
    max_tokens=1024,
    tools=[knowledge_base_tool],
    messages=[
        MessageParam(
            role="user",
            content="How do I configure the timeout settings?"
        )
    ]
)

# 当Claude调用工具时，提供搜索结果
if response.content[0].type == "tool_use":
    tool_result = search_knowledge_base(response.content[0].input["query"])
    
    # 将工具结果发送回去
    final_response = client.messages.create(
        model="claude-sonnet-4-5",  # 适用于所有支持的模型
        max_tokens=1024,
        messages=[
            MessageParam(role="user", content="How do I configure the timeout settings?"),
            MessageParam(role="assistant", content=response.content),
            MessageParam(
                role="user",
                content=[
                    ToolResultBlockParam(
                        type="tool_result",
                        tool_use_id=response.content[0].id,
                        content=tool_result  # 搜索结果在这里
                    )
                ]
            )
        ]
    )

from anthropic import Anthropic
from anthropic.types import (
    MessageParam,
    TextBlockParam,
    SearchResultBlockParam
)

client = Anthropic()

# 直接在用户消息中提供搜索结果
response = client.messages.create(
    model="claude-sonnet-4-5",
    max_tokens=1024,
    messages=[
        MessageParam(
            role="user",
            content=[
                SearchResultBlockParam(
                    type="search_result",
                    source="https://docs.company.com/api-reference",
                    title="API Reference - Authentication",
                    content=[
                        TextBlockParam(
                            type="text",
                            text="All API requests must include an API key in the Authorization header. Keys can be generated from the dashboard. Rate limits: 1000 requests per hour for standard tier, 10000 for premium."
                        )
                    ],
                    citations={"enabled": True}
                ),
                SearchResultBlockParam(
                    type="search_result",
                    source="https://docs.company.com/quickstart",
                    title="Getting Started Guide",
                    content=[
                        TextBlockParam(
                            type="text",
                            text="To get started: 1) Sign up for an account, 2) Generate an API key from the dashboard, 3) Install our SDK using pip install company-sdk, 4) Initialize the client with your API key."
                        )
                    ],
                    citations={"enabled": True}
                ),
                TextBlockParam(
                    type="text",
                    text="Based on these search results, how do I authenticate API requests and what are the rate limits?"
                )
            ]
        )
    ]
)

print(response.model_dump_json(indent=2))