使用 Claude 构建
使用 Messages API
有效使用 Messages API 的实用模式和示例
查看 API 参考 获取可用参数的完整文档。
本指南涵盖了使用 Messages API 的常见模式，包括基本请求、多轮对话、预填充技术和视觉功能。有关完整的 API 规范，请参阅 Messages API 参考。
基本请求和响应
基本请求和响应
Shell
#!/bin/sh
curl https://api.anthropic.com/v1/messages \
--header "x-api-key: $ANTHROPIC_API_KEY" \
--header "anthropic-version: 2023-06-01" \
--header "content-type: application/json" \
--data \
'{
"model": "claude-sonnet-4-5",
"max_tokens": 1024,
"messages": [
{"role": "user", "content": "Hello, Claude"}
]
}'Python
import anthropic
message = anthropic.Anthropic().messages.create(
model="claude-sonnet-4-5",
max_tokens=1024,
messages=[
{"role": "user", "content": "Hello, Claude"}
]
)
print(message)TypeScript
import Anthropic from '@anthropic-ai/sdk';
const anthropic = new Anthropic();
const message = await anthropic.messages.create({
model: 'claude-sonnet-4-5',
max_tokens: 1024,
messages: [
{"role": "user", "content": "Hello, Claude"}
]
});
console.log(message);JSON
{
"id": "msg_01XFDUDYJgAACzvnptvVoYEL",
"type": "message",
"role": "assistant",
"content": [
{
"type": "text",
"text": "Hello!"
}
],
"model": "claude-sonnet-4-5",
"stop_reason": "end_turn",
"stop_sequence": null,
"usage": {
"input_tokens": 12,
"output_tokens": 6
}
}多轮对话
多轮对话
Messages API 是无状态的，这意味着您始终需要向 API 发送完整的对话历史。您可以使用这种模式随时间构建对话。较早的对话轮次不一定需要实际来自 Claude — 您可以使用合成的 assistant 消息。
#!/bin/sh
curl https://api.anthropic.com/v1/messages \
--header "x-api-key: $ANTHROPIC_API_KEY" \
--header "anthropic-version: 2023-06-01" \
--header "content-type: application/json" \
--data \
'{
"model": "claude-sonnet-4-5",
"max_tokens": 1024,
"messages": [
{"role": "user", "content": "Hello, Claude"},
{"role": "assistant", "content": "Hello!"},
{"role": "user", "content": "Can you describe LLMs to me?"}
]
}'JSON
{
"id": "msg_018gCsTGsXkYJVqYPxTgDHBU",
"type": "message",
"role": "assistant",
"content": [
{
"type": "text",
"text": "Sure, I'd be happy to provide..."
}
],
"stop_reason": "end_turn",
"stop_sequence": null,
"usage": {
"input_tokens": 30,
"output_tokens": 309
}
}为 Claude 预填回答
为 Claude 预填回答
您可以在输入消息列表的最后位置预填 Claude 回答的一部分。这可以用来塑造 Claude 的回答。下面的示例使用 "max_tokens": 1 来从 Claude 获得单个多选答案。
#!/bin/sh
curl https://api.anthropic.com/v1/messages \
--header "x-api-key: $ANTHROPIC_API_KEY" \
--header "anthropic-version: 2023-06-01" \
--header "content-type: application/json" \
--data \
'{
"model": "claude-sonnet-4-5",
"max_tokens": 1,
"messages": [
{"role": "user", "content": "What is latin for Ant? (A) Apoidea, (B) Rhopalocera, (C) Formicidae"},
{"role": "assistant", "content": "The answer is ("}
]
}'JSON
{
"id": "msg_01Q8Faay6S7QPTvEUUQARt7h",
"type": "message",
"role": "assistant",
"content": [
{
"type": "text",
"text": "C"
}
],
"model": "claude-sonnet-4-5",
"stop_reason": "max_tokens",
"stop_sequence": null,
"usage": {
"input_tokens": 42,
"output_tokens": 1
}
}视觉
视觉
Claude 可以在请求中读取文本和图像。我们支持图像的 base64 和 url 源类型，以及 image/jpeg、image/png、image/gif 和 image/webp 媒体类型。查看我们的视觉指南了解更多详情。
#!/bin/sh
# 选项 1：Base64 编码的图像
IMAGE_URL="https://upload.wikimedia.org/wikipedia/commons/a/a7/Camponotus_flavomarginatus_ant.jpg"
IMAGE_MEDIA_TYPE="image/jpeg"
IMAGE_BASE64=$(curl "$IMAGE_URL" | base64)
curl https://api.anthropic.com/v1/messages \
--header "x-api-key: $ANTHROPIC_API_KEY" \
--header "anthropic-version: 2023-06-01" \
--header "content-type: application/json" \
--data \
'{
"model": "claude-sonnet-4-5",
"max_tokens": 1024,
"messages": [
{"role": "user", "content": [
{"type": "image", "source": {
"type": "base64",
"media_type": "'$IMAGE_MEDIA_TYPE'",
"data": "'$IMAGE_BASE64'"
}},
{"type": "text", "text": "What is in the above image?"}
]}
]
}'
# 选项 2：URL 引用的图像
curl https://api.anthropic.com/v1/messages \
--header "x-api-key: $ANTHROPIC_API_KEY" \
--header "anthropic-version: 2023-06-01" \
--header "content-type: application/json" \
--data \
'{
"model": "claude-sonnet-4-5",
"max_tokens": 1024,
"messages": [
{"role": "user", "content": [
{"type": "image", "source": {
"type": "url",
"url": "https://upload.wikimedia.org/wikipedia/commons/a/a7/Camponotus_flavomarginatus_ant.jpg"
}},
{"type": "text", "text": "What is in the above image?"}
]}
]
}'JSON
{
"id": "msg_01EcyWo6m4hyW8KHs2y2pei5",
"type": "message",
"role": "assistant",
"content": [
{
"type": "text",
"text": "This image shows an ant, specifically a close-up view of an ant. The ant is shown in detail, with its distinct head, antennae, and legs clearly visible. The image is focused on capturing the intricate details and features of the ant, likely taken with a macro lens to get an extreme close-up perspective."
}
],
"model": "claude-sonnet-4-5",
"stop_reason": "end_turn",
"stop_sequence": null,
"usage": {
"input_tokens": 1551,
"output_tokens": 71
}
}工具使用、JSON 模式和计算机使用
工具使用、JSON 模式和计算机使用
查看我们的指南了解如何在 Messages API 中使用工具的示例。 查看我们的计算机使用指南了解如何使用 Messages API 控制桌面计算机环境的示例。