Kimi K2.5

Text Generation • Moonshot AI • Proxied

Kimi K2.5 is Moonshot AI's language model with strong coding, reasoning, and multilingual capabilities.

Model Info
Context Window ↗	128,000 tokens
Terms and License	link ↗
More information	link ↗

Usage

const response = await env.AI.run(
  'moonshotai/kimi-k2.5',
  {
    messages: [
      {
        role: 'user',
        content: 'Explain the difference between TCP and UDP protocols.',
      },
    ],
  },
  {
    gateway: { id: 'default' },
  }
)
console.log(response)

Examples

With System Message — Using a system message to guide responses

const response = await env.AI.run(
  'moonshotai/kimi-k2.5',
  {
    messages: [
      {
        role: 'system',
        content:
          'You are an expert in Chinese history and culture. Respond with historical context and interesting anecdotes.',
      },
      {
        role: 'user',
        content: 'Tell me about the Silk Road.',
      },
    ],
    temperature: 0.7,
  },
  {
    gateway: { id: 'default' },
  }
)
console.log(response)

Code Generation — Lower temperature for precise code output

const response = await env.AI.run(
  'moonshotai/kimi-k2.5',
  {
    messages: [
      {
        role: 'user',
        content:
          'Write a Python function to calculate the Fibonacci sequence using memoization.',
      },
    ],
    temperature: 0.2,
    max_tokens: 500,
  },
  {
    gateway: { id: 'default' },
  }
)
console.log(response)

Multi-turn Conversation — Continuing a conversation with context

const response = await env.AI.run(
  'moonshotai/kimi-k2.5',
  {
    messages: [
      {
        role: 'user',
        content: 'I want to learn about neural networks.',
      },
      {
        role: 'assistant',
        content:
          'Neural networks are computing systems inspired by biological neural networks. They consist of layers of interconnected nodes. Would you like to start with the basics of perceptrons?',
      },
      {
        role: 'user',
        content: 'Yes, explain perceptrons first.',
      },
    ],
    max_tokens: 800,
  },
  {
    gateway: { id: 'default' },
  }
)
console.log(response)

▶messages[]

arrayrequired

temperature

numberminimum: 0maximum: 2

max_tokens

numberexclusiveMinimum: 0

max_completion_tokens

numberexclusiveMinimum: 0

top_p

numberminimum: 0maximum: 1

frequency_penalty

numberminimum: -2maximum: 2

presence_penalty

numberminimum: -2maximum: 2

stream

boolean

▶stream_options{}

object

▶tools[]

array

tool_choice

response_format

string

object

string

created

number

model

string

▶choices[]

array

▶usage{}

object

API Schemas

Input
Output

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "type": "object",
  "properties": {
    "messages": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "role": {
            "type": "string",
            "enum": [
              "system",
              "developer",
              "user",
              "assistant",
              "tool"
            ]
          },
          "content": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              },
              {
                "type": "array",
                "items": {}
              }
            ]
          }
        },
        "required": [
          "role",
          "content"
        ],
        "additionalProperties": {}
      }
    },
    "temperature": {
      "type": "number",
      "minimum": 0,
      "maximum": 2
    },
    "max_tokens": {
      "type": "number",
      "exclusiveMinimum": 0
    },
    "max_completion_tokens": {
      "type": "number",
      "exclusiveMinimum": 0
    },
    "top_p": {
      "type": "number",
      "minimum": 0,
      "maximum": 1
    },
    "frequency_penalty": {
      "type": "number",
      "minimum": -2,
      "maximum": 2
    },
    "presence_penalty": {
      "type": "number",
      "minimum": -2,
      "maximum": 2
    },
    "stream": {
      "type": "boolean"
    },
    "stream_options": {
      "type": "object",
      "properties": {
        "include_usage": {
          "type": "boolean"
        }
      },
      "additionalProperties": false
    },
    "tools": {
      "type": "array",
      "items": {}
    },
    "tool_choice": {},
    "response_format": {}
  },
  "required": [
    "messages"
  ],
  "additionalProperties": {}
}

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "type": "object",
  "properties": {
    "id": {
      "type": "string"
    },
    "object": {
      "type": "string"
    },
    "created": {
      "type": "number"
    },
    "model": {
      "type": "string"
    },
    "choices": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "index": {
            "type": "number"
          },
          "message": {
            "type": "object",
            "properties": {
              "role": {
                "type": "string"
              },
              "content": {
                "anyOf": [
                  {
                    "type": "string"
                  },
                  {
                    "type": "null"
                  }
                ]
              },
              "tool_calls": {
                "type": "array",
                "items": {}
              }
            },
            "required": [
              "role"
            ],
            "additionalProperties": {}
          },
          "finish_reason": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          }
        },
        "required": [
          "index",
          "message",
          "finish_reason"
        ],
        "additionalProperties": {}
      }
    },
    "usage": {
      "type": "object",
      "properties": {
        "prompt_tokens": {
          "type": "number"
        },
        "completion_tokens": {
          "type": "number"
        },
        "total_tokens": {
          "type": "number"
        }
      },
      "required": [
        "prompt_tokens",
        "completion_tokens",
        "total_tokens"
      ],
      "additionalProperties": {}
    }
  },
  "required": [
    "id",
    "object",
    "created",
    "model",
    "choices"
  ],
  "additionalProperties": {}
}