Agent Reasoning

Decide what to do next: pick the right tool, plan multi-step actions, recover when something goes wrong. The hardest category — open-ended decisions, no single correct answer.

100
Duration
22s
Input Tokens
1183
Output Tokens
727
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 find the cheapest flights from London to Paris for tomorrow, I need to determine what 'tomorrow' is, so I'll use the calendar tool's get_tomorrow_date method. Then I'll use the flights tool's search_flights method with from_city='London', to_city='Paris', and the date obtained; then I'll need to sort/filter by price (using filter_by_price or sort methods) to get the top 3 cheapest. Per the agent instructions, I must always store meaningful results in memory after each tool call, so I'll also need the memory tool (store_item). Thus all three tools are required.

Response: The tools needed are: calendar, flights, and memory.