MoonshotAI Kimi K2.5

moonshotai/kimi-k2.5

Run MoonshotAI Kimi K2.5 in a hosted Python Task with structured output, extended thinking and file inputs.

MoonshotAI's Kimi K2.5 model via OpenRouter. Features massive 262K token context window for handling very long documents and conversations.

What MoonshotAI Kimi K2.5 supports in qbash

Structured outputReplies as JSON that matches a schema you pass.
Extended thinkingReasons through a problem before it replies.
Image inputReads WEBP, PNG, JPEG and GIF images.
Document inputReads PDF, TEXT, DOC, XLS, RTF and 7 more files.
Prompt cachingRepeated input is billed at the cached rate.

What is qbash?

qbash is where you build Tasks: Python programs that run a business process on managed infrastructure. Your code runs the steps and calls a model like MoonshotAI Kimi K2.5 only at the ones that need judgment, with integrations, memory and files available in the same script.

A developer writes the Task once, and anyone on the team runs it from a form, on a schedule, from a webhook or from chat. Each Task is versioned and every run is logged.

How Tasks work

Specifications

Context window: 262Ktokens
Max output: 8,192tokens
Temperature: 0 to 1default 1

Structured output with MoonshotAI Kimi K2.5 in a Python Task

qbash.ai.raw calls MoonshotAI Kimi K2.5 from a Task. Pass a JSON Schema as output_schema and the reply comes back as a Python dict that matches it, ready to route to a connector.

main.py
ticket = qbash.inputs.get("ticket")

triage = qbash.ai.raw(
    f"Summarize this support ticket and rate its urgency:\n\n{ticket}",
    model="moonshotai/kimi-k2.5",
    output_schema={
        "type": "object",
        "properties": {
            "summary": {"type": "string"},
            "urgency": {"type": "string", "enum": ["low", "medium", "high"]},
        },
        "required": ["summary", "urgency"],
    },
)

# triage is a dict, e.g. {"summary": "...", "urgency": "high"}
if triage["urgency"] == "high":
    qbash.integrations.slack.create_message(
        channel="#support",
        text=triage["summary"],
    )

qbash.output(triage)

Structured output in Tasks

Extended thinking with MoonshotAI Kimi K2.5

Turn on Thinking in the same Settings popover to have MoonshotAI Kimi K2.5 reason through a problem before it replies.