## Pie Chart: KGoT Tool Usage Distribution
### Overview
A circular pie chart visualizing the distribution of 6 unique tools used to answer 165 GAIA questions. The total tool usage count is 173, with segments representing percentages of usage for each tool.
### Components/Axes
- **Title**: "KGoT Tool Usage Distribution"
- **Subtitle**: "6 unique tools for 165 GAIA questions"
- **Central Text**: "Total Tool Usage Count: 173"
- **Segments**:
- **ask_search_agent**: 61.3% (blue)
- **inspect_file_as_text**: 15.6% (teal)
- **llm_query**: 11% (green)
- **image_inspector**: 5.78% (light green)
- **run_python_code**: 5.2% (darker green)
- **extract_zip**: 1.16% (very light green)
- **Legend**: Embedded in the center, with colors matching segment labels.
### Detailed Analysis
- **ask_search_agent** dominates usage at **61.3%** (106/173 total uses).
- **inspect_file_as_text** follows at **15.6%** (27/173).
- **llm_query** accounts for **11%** (19/173).
- **image_inspector** and **run_python_code** are smaller at **5.78%** (10/173) and **5.2%** (9/173), respectively.
- **extract_zip** is the least used at **1.16%** (2/173).
### Key Observations
1. **Dominance of ask_search_agent**: Over 60% of tool usage is concentrated in a single tool.
2. **Hierarchical Distribution**: The top three tools account for **87.9%** of total usage.
3. **Long Tail**: The remaining three tools contribute only **12.1%** combined.
4. **Minimal Usage**: **extract_zip** is used in just 2 instances (1.16%).
### Interpretation
The data suggests a **highly skewed distribution** of tool usage, with **ask_search_agent** being the primary tool for solving GAIA questions. This implies either:
- **ask_search_agent** is the most versatile or efficient tool for the dataset.
- Other tools are underutilized, potentially due to complexity, lack of awareness, or niche applicability.
- The **long tail** of tools (e.g., **extract_zip**) may indicate specialized but infrequent use cases.
The chart highlights a need to investigate why certain tools are underused and whether their functionality could be better integrated or promoted.
