Gemini 3.1 Pro Preview

gemini-3.1-pro-preview

Run Gemini 3.1 Pro Preview in a hosted Python Task with structured output, web search, extended thinking and file inputs.

Google's most capable model for multimodal understanding and advanced agentic tasks. Successor to Gemini 3 Pro Preview with improved reasoning across text, images, video, audio, and PDFs.

What Gemini 3.1 Pro Preview supports in qbash

Structured outputReplies as JSON that matches a schema you pass.
Web searchSearches the web while it answers.
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 Gemini 3.1 Pro Preview 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: 1.05Mtokens
Temperature: 0 to 2default 1

Structured output with Gemini 3.1 Pro Preview in a Python Task

qbash.ai.raw calls Gemini 3.1 Pro Preview 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="gemini-3.1-pro-preview",
    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

Use Gemini 3.1 Pro Preview with web search

Turn on Web Search in an inline prompt's model bar and Gemini 3.1 Pro Preview searches the web while it answers.

Provider web tools

Extended thinking with Gemini 3.1 Pro Preview

Turn on Thinking in the same Settings popover to have Gemini 3.1 Pro Preview reason through a problem before it replies.