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
1133
Output Tokens
1007
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: <think>
The user wants to find the cheapest flights from London to Paris for tomorrow and return the top 3 options. To complete this task, I will need to use the following tools:

1. The 'calendar' tool to get the date for tomorrow, as the user wants flights for tomorrow.
2. The 'flights' tool to search for flights from London to Paris on the date obtained from the calendar tool.
3. The 'flights' tool again to filter the search results by price to get the cheapest options.
4. The 'memory' tool to store the results of the flight search and the filtered results for future reference.

However, looking at the available tools and their methods, I see that the 'flights' tool has a method called 'get_cheapest_option' which might be able to directly give us the cheapest flights without needing to filter manually. But since the user wants the top 3 cheapest options, I might need to first search for flights and then filter them by price to get the top 3.

But looking more closely, the 'flights' tool has a method called 'search_flights' which can be used to search for flights based on criteria like departure city, arrival city, and date. Then, we can use the 'filter_by_price' method to filter the results by price. Alternatively, if 'search_flights' can return sorted results by price, we might not need the 'filter_by_price' method. But since the user wants the top 3 cheapest options, we might need to sort the results by price and then pick the top 3.

But looking at the methods available in the 'flights' tool, there is a method called 'get_cheapest_option' which might return the cheapest option. However, the user wants the top 3 cheapest options, so this method might not be sufficient. Therefore, we might need to use the 'search_flights' method to get a list of flights and then filter or sort them to get the top 3 cheapest options.

But before that, we need to get the date for tomorrow, which can be obtained using the 'calendar' tool's 'get_tomorrow_date' method. Once we have the date, we can use the 'flights' tool's 'search_flights' method to search for flights from London to Paris on that date. Then, we can filter or sort the results to get the top 3 cheapest options.

Finally, we will use the 'memory' tool to store the results of the flight search and the filtered results for future reference.

Therefore, the tools and methods we will need to use are:
1. 'calendar' tool with the 'get_tomorrow_date' method to get the date for tomorrow.
2. 'flights' tool with the 'search_flights' method to search for flights from London to Paris on the obtained date.
3. 'flights' tool again with the 'filter_by_price' or sorting method to get the top 3 cheapest options.
4. 'memory' tool to store the results.

But looking at the methods available in the 'flights' tool, there is no explicit method for sorting or filtering by price to get the top 3 cheapest options. Therefore, we might need to retrieve all available flights and then manually filter and sort them to get the top 3 cheapest options. Alternatively, if the 'search_flights' method can return a large number of results, we can set a high 'max_results' parameter and then filter them manually.

Given that, the tools and methods we will need are:
1. 'calendar' tool with the 'get_tomorrow_date' method to get the date for tomorrow.
2. 'flights' tool with the 'search_flights' method to search for flights from London to Paris on the obtained date with a high 'max_results' parameter.
3. Manually filter and sort the results to get the top 3 cheapest options.
4. 'memory' tool to store the results.

But since we are an AI agent and can perform computations, we can handle the filtering and sorting part ourselves after retrieving the flight data.

Therefore, the tools we will need to use are:
1. 'calendar' - to get tomorrow's date.
2. 'flights' - to search for flights and retrieve the flight data.
3. 'memory' - to store the results.

</think>

Response: The tools needed to complete the task are 'calendar', 'flights', and 'memory'.