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函数调用(工具)

如何通过 GetVibe API 使用函数调用(工具使用):tools 和 tool_choice 参数,以及多轮工具对话。提供 Python 和 curl 编写的完整智能体循环。

函数调用(工具使用)允许模型请求调用你的函数,并获取返回结果。所有 OpenAI 兼容模型均支持此功能。

参数

参数类型描述
toolsarrayGPT · Claude工具列表。每个对象:{ type: "function", function: { name, description, parameters } }。
tool_choicestring | objectGPT · Claude"auto"(由模型决定)、"none"(不调用)、"required"(必须调用)或 { type: "function", function: { name } }:指定工具。
parallel_tool_callsbooleanGPTtrue — 模型会同时请求多个工具。默认为 true。Claude 不支持此标志,但会自行执行并行调用。

示例:单次调用

curl https://getvibeapi.com/v1/chat/completions \
  -H "Authorization: Bearer $GETVIBE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "gpt-6.1-sol",
    "tools": [{
      "type": "function",
      "function": {
        "name": "get_weather",
        "description": "Returns the current weather in a city",
        "parameters": {
          "type": "object",
          "properties": {
            "city": { "type": "string", "description": "City name" }
          },
          "required": ["city"]
        }
      }
    }],
    "tool_choice": "auto",
    "messages": [{"role": "user", "content": "What is the weather in London?"}]
  }'

多轮:传回结果

工具调用后,添加一条包含结果的 tool 角色消息,然后发送下一次请求。

# messages after the first response with tool_call:
messages = [
    {"role": "user", "content": "What is the weather in London?"},
    # model response with the tool call
    {"role": "assistant", "tool_calls": msg.tool_calls, "content": None},
    # the result of your function
    {
        "role": "tool",
        "tool_call_id": msg.tool_calls[0].id,
        "content": json.dumps({"city": "London", "temp": 18, "desc": "Cloudy"}),
    },
]
resp2 = client.chat.completions.create(model="gpt-6.1-sol", tools=tools, messages=messages)
print(resp2.choices[0].message.content)
# → "It is currently 18°C and cloudy in London."

响应示例(tool_call)

{
  "choices": [{
    "message": {
      "role": "assistant",
      "content": null,
      "tool_calls": [{
        "id": "call_abc123",
        "type": "function",
        "function": {
          "name": "get_weather",
          "arguments": "{\"city\":\"London\"}"
        }
      }]
    },
    "finish_reason": "tool_calls"
  }]
}
OpenAI 兼容格式接受 tools 和 tool_choice 字段;实际支持情况取决于所选模型。不要依赖逐字节透传或上游特有的响应字段。
GetVibe API function calling — tools、tool_choice、Python 示例 | GetVibe API