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.

Reasoning: To complete the user's task of finding the cheapest flights from London to Paris for tomorrow and returning the top 3 options, I need to consider several tools from the provided context. Given the nature of the task, I will break down my approach as follows: 1. **Understand the Task Requirements**: The goal is to find the cheapest flights for a specific route and date. 2. **Identify Necessary Tools**: - **Calendar Tool**: This tool is necessary to retrieve tomorrow's date, ensuring that I have the correct date for the flight search. I will use 'get_tomorrow_date' method to achieve this. - **Flights Tool**: This is essential to search for flights from London to Paris. I will use 'search_flights' to look for available flights and 'filter_by_price' to identify the cheapest options. Additionally, 'get_cheapest_option' can be used to refine the results further to get the top 3 options. - **Memory Tool**: This tool will be used to store important results from each tool call to keep a record of dates and flight options, making sure I do not repeat queries unnecessarily. 3. **Plan of Action**: - First, use the Calendar Tool to get tomorrow's date. - Next, utilize the Flights Tool to search for flights on the retrieved date and filter for the cheapest options. - Store each important result in the Memory Tool to comply with the instructions. 4. **Execution Strategy**: Follow the cycle of analyze, plan, act, reflect, and decide next action. Ensure that tool calls are minimized and effective, following the sequence of calendar → flights → memory. Response: The tools required to successfully complete the task are: 1. **Calendar Tool**: To get tomorrow's date needed for the flight search. 2. **Flights Tool**: To search and retrieve the cheapest flight options from London to Paris. 3. **Memory Tool**: To store results of each tool call, ensuring efficient task management and avoiding redundant queries.

Agents

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