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.

100
Duration
13s
Input Tokens
1097
Output Tokens
886
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: 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 use all three available tools in a logical sequence:

1. First, I need the 'calendar' tool to determine tomorrow's exact date since the user specifically mentioned 'for tomorrow'. This requires calling the get_tomorrow_date method.

2. Second, I need the 'flights' tool to search for flights from London to Paris on the date obtained from the calendar tool. I'll need to use the search_flights method with the required parameters (from_city: 'London', to_city: 'Paris', date: [tomorrow's date]). After getting results, I'll likely need to use additional methods like filter_by_price or sort_by_duration to identify the cheapest options.

3. Third, I need the 'memory' tool to store the results after each tool call as required by the instructions. I'll store tomorrow's date from the calendar tool, the initial flight search results, and finally the top 3 cheapest options.

This sequence follows the chain: calendar → flights → memory, with potential additional flights operations to filter for the cheapest options.

Response: To complete the task of finding the cheapest flights from London to Paris for tomorrow and returning the top 3 options, I will need to use all three available tools: calendar, flights, and memory.

1. Calendar tool - To get tomorrow's date
2. Flights tool - To search for flights and filter the cheapest options
3. Memory tool - To store results after each tool call as required