Opper

Agents

AI agent reasoning and tool selection tests planning, tool choice, and self-diagnosis capabilities. These skills are crucial for autonomous ticket triage systems and complex agent workflows where models must decide which tools to use, plan multi-step processes, and diagnose when things go wrong. This represents some of the most challenging tasks as they require open-ended reasoning and decision-making.

Agents – openai/o1-mini Task | Opper AI

Input Tokens

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Output Tokens

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Context

Input

Of the available tools. Which ones will you need to use to successfully complete the task?

Expected output

All tools will need to be used: calendar, flights,memory

Model output

Reasoning: To successfully complete the task of finding the cheapest flights from London to Paris for tomorrow and returning the top 3 options, I need to utilize the following tools:

1. **Calendar Tool**: To retrieve the date for tomorrow, ensuring that the flight search is accurate and timely.
2. **Flights Tool**: To search for available flights based on the retrieved date, filter them by price, and sort to identify the top 3 cheapest options.
3. **Memory Tool**: To store the retrieved flight options for reference and to avoid redundant tool calls during the process.

By using these tools in conjunction, I can efficiently execute the task while adhering to the provided instructions and optimizing for minimal, effective actions.

Response: I will use the **Calendar Tool**, **Flights Tool**, and **Memory Tool** to successfully complete the task.