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What is the complexity of this task?
Task complexity refers to how challenging a task is for the agent to complete, based on the number of steps required, the need for reasoning or coordination, and the availability of tools.
Examples:
- Easy: A small number of clear steps; dedicated tools exist; minimal reasoning needed (e.g., find tomorrow's date and query flights).
- Medium: Several steps; requires combining many outputs from multiple tools (more than 4); moderate reasoning (e.g., summarize document changes across multiple files and generate a review).
- Complex: Many steps; adaptive planning; potential missing data or tool failures; fallback strategies required (e.g., plan a multi-leg trip with hotel, flight, visa checks, and dynamic adjustments).
Please select the appropriate complexity level for this task and explain why.Expected output
This task is **easy**. It only requires determining tomorrow’s date and querying available flights — both of which have dedicated, reliable tools. There’s minimal reasoningModel output
Reasoning: The user is asking me to assess the complexity of a specific task based on provided definitions and examples for 'Easy', 'Medium', and 'Complex' tasks. I need to identify the core actions involved in the given task and compare them against the criteria for each complexity level.
The task to be evaluated is: 'I need to find information about available flights from London to Paris for tomorrow'.
Let's break down the actual steps an agent would take to complete this task, as described in the `context`:
1. **Determine tomorrow's date**: This is explicitly stated as the first step, requiring the use of the `calendar` tool.
2. **Find available flights**: This requires using the `flights` tool with 'London' as `from_city`, 'Paris' as `to_city`, and the date obtained from the `calendar` tool.
3. **Compile and present results**: This involves taking the output from the `flights` tool and formatting it for the user.
Now, let's compare these steps and requirements with the provided complexity definitions:
* **Easy**: "A small number of clear steps; dedicated tools exist; minimal reasoning needed (e.g., find tomorrow's date and query flights)."
* The task involves a small number of clear, sequential steps (get date, search flights, present). (3 steps)
* Dedicated tools (`calendar`, `flights`) are available for each part of the task.
* Minimal reasoning is needed; it's a direct execution of tool calls based on user input.
* Crucially, the example provided for 'Easy' directly matches the task at hand: "find tomorrow's date and query flights."
* **Medium**: "Several steps; requires combining many outputs from multiple tools (more than 4); moderate reasoning (e.g., summarize document changes across multiple files and generate a review)."
* This task does not involve combining 'many' outputs (only two tools are used sequentially, not concurrently or requiring complex aggregation from more than 4 sources). The reasoning is not 'moderate' but rather 'minimal'.
* **Complex**: "Many steps; adaptive planning; potential missing data or tool failures; fallback strategies required (e.g., plan a multi-leg trip with hotel, flight, visa checks, and dynamic adjustments)."
* This task does not involve 'many' steps, adaptive planning, or the need for sophisticated error handling or fallback strategies.
Based on this comparison, the task perfectly aligns with the definition and example of an 'Easy' task.
Response: The complexity of the task "I need to find information about available flights from London to Paris for tomorrow" is **Easy**.
**Reasoning:**
1. **Small number of clear steps:** The task involves a few direct and sequential steps: first, determining tomorrow's date using a calendar tool, and then using that date to query a flights tool for available flights. Finally, presenting the results.
2. **Dedicated tools exist:** Specific tools are available and effective for each sub-task: a 'calendar' tool for dates and a 'flights' tool for flight information.
3. **Minimal reasoning needed:** The execution path is straightforward and does not require complex decision-making, adaptive planning, or handling of uncertain outcomes. It's a simple, linear progression of tool calls.
4. **Matches example:** The provided example for an 'Easy' task is "find tomorrow's date and query flights," which precisely describes the given task.