## Donut Chart: KGOT Tool Usage Distribution ### Overview The image is a donut chart illustrating the distribution of usage for six different tools within the KGOT framework. The chart shows the percentage of usage for each tool, with "ask_search_agent" having the highest usage and "extract_zip" having the lowest. The chart also indicates that these tools were used for 165 GAIA questions, with a total tool usage count of 173. ### Components/Axes * **Title:** KGOT Tool Usage Distribution * **Subtitle:** 6 unique tools for 165 GAIA questions * **Center Text:** Total Tool Usage Count: 173 * **Segments (Tools and Percentages):** * ask\_search\_agent: 61.3% (Blue) * inspect\_file\_as\_text: 15.6% (Teal) * llm\_query: 11% (Light Teal) * image\_inspector: 5.78% (Light Green) * run\_python\_code: 5.2% (Light Green) * extract\_zip: 1.16% (Light Yellow) ### Detailed Analysis The donut chart is divided into six segments, each representing a different tool. The size of each segment corresponds to the percentage of times that tool was used. * **ask\_search\_agent:** This tool accounts for the largest portion of the usage, at 61.3%. The segment is colored blue and occupies a significant portion of the donut. * **inspect\_file\_as\_text:** This tool represents 15.6% of the usage. The segment is teal. * **llm\_query:** This tool accounts for 11% of the usage. The segment is light teal. * **image\_inspector:** This tool represents 5.78% of the usage. The segment is light green. * **run\_python\_code:** This tool accounts for 5.2% of the usage. The segment is light green. * **extract\_zip:** This tool has the lowest usage, at 1.16%. The segment is light yellow. The total tool usage count is 173, which is displayed in the center of the donut chart. ### Key Observations * The "ask\_search\_agent" tool is used far more frequently than any other tool, accounting for over 60% of the total usage. * The "extract\_zip" tool is used very infrequently, representing only a small fraction of the total usage. * The remaining tools ("inspect\_file\_as\_text", "llm\_query", "image\_inspector", and "run\_python\_code") have moderate usage, ranging from approximately 5% to 16%. ### Interpretation The data suggests that the "ask\_search\_agent" tool is the most valuable or frequently needed tool for answering GAIA questions within the KGOT framework. The significant difference in usage between "ask\_search\_agent" and the other tools may indicate that it is either more effective, more versatile, or more user-friendly. The low usage of "extract\_zip" could indicate that it is less relevant to the types of questions being asked, or that it is less efficient or reliable than other tools. The distribution of tool usage provides insights into the relative importance and utility of each tool within the KGOT framework for addressing GAIA questions.