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.

Duration

12s

Input Tokens

1166

Output Tokens

945

Cost

$0.00

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: The user wants to find the top 3 cheapest flights from London to Paris for tomorrow. To accomplish this, I need to break down the task and map it to the available tools.
1.  **Determine the date:** The request is for "tomorrow". The `calendar` tool has a `get_tomorrow_date` method, which is perfect for this.
2.  **Search for flights:** The `flights` tool is designed to search for flight information. I will use its `search_flights` method with the origin (London), destination (Paris), and the date I get from the `calendar` tool.
3.  **Filter and find the cheapest options:** The `flights` tool has methods like `filter_by_price` and `get_cheapest_option`. I'll need to use these or similar functionalities to identify the top 3 cheapest flights from the search results.
4.  **Store the result:** The instructions mandate that I store meaningful results in memory. Therefore, after finding the top 3 flights, I will use the `memory` tool's `store_item` method to save the final answer.

Based on this breakdown, I will need the `calendar`, `flights`, and `memory` tools.

Response: To successfully complete the task, I will need to use the following tools:
1.  **calendar**: To determine the date for "tomorrow".
2.  **flights**: To search for flights from London to Paris on the specified date and find the cheapest options.
3.  **memory**: To store the final list of the top 3 flight options as required by the operational instructions.