文本生成
MiniMax 文本生成适合聊天、写作、总结、改写、分类、抽取、客服回复、角色对话和知识库问答。
基础文本生成
json
{
"model": "MiniMax-M2.8",
"messages": [
{ "role": "user", "content": "Write a product description in fewer than 100 words" }
]
}长文本总结
json
{
"model": "MiniMax-M2.8",
"messages": [
{
"role": "system",
"content": "You are a document summarization assistant. Preserve key facts, amounts, dates, responsible parties, and risks."
},
{
"role": "user",
"content": "Summarize the following contract content: ..."
}
]
}角色对话
角色对话建议明确角色边界、语气、禁区和记忆策略。
text
You are an enterprise support assistant. Be polite and concise, do not invent policies, and do not promise unverified information.分类与抽取
json
{
"model": "MiniMax-M2.8",
"temperature": 0,
"messages": [
{
"role": "user",
"content": "Classify the text as complaint, inquiry, or praise. Text: I paid, but the order has not arrived."
}
]
}最佳实践
- 通用任务优先测试
MiniMax-M2.8 - 低延迟任务测试 highspeed 版本
- 角色对话要写清边界和语气
- 长文档先切分再总结
- 输出 JSON 时配合服务端校验