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index 0000000..f830376
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diff --git a/report/docs/img/test_evaluation_report_sample.png b/report/docs/img/test_evaluation_report_sample.png
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diff --git a/report/docs/img/test_spec_sample.png b/report/docs/img/test_spec_sample.png
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diff --git a/report/docs/report/final_report.html b/report/docs/report/final_report.html
index bfb2ce3..62dfb8c 100644
--- a/report/docs/report/final_report.html
+++ b/report/docs/report/final_report.html
@@ -295,7 +295,7 @@ <h4 class="anchored" data-anchor-id="how-to-use-the-product">How to use the prod
 </section>
 <section id="system-design" class="level4">
 <h4 class="anchored" data-anchor-id="system-design">System Design</h4>
-<p>(FIXME To be revised) <img src="img/proposed_system_overview.png" class="img-fluid" alt="image"></p>
+<p>(FIXME To be revised) <img src="../img/proposed_system_overview.png" class="img-fluid" alt="image"></p>
 <p>The design of our package follows object-oriented and SOLID principles, which is fully modularity. Users can easily switch between different prompts, models, and checklists, which facilitates code reusability and collaboration to extend its functionality.</p>
 <p>There are five components in the system of our package:</p>
 <ol type="1">
@@ -365,7 +365,7 @@ <h4 class="anchored" data-anchor-id="checklist-design">Checklist Design</h4>
 </tr>
 </tbody>
 </table>
-<p>(FIXME To be revised) <img src="img/checklist_sample.png" width="600"></p>
+<p>(FIXME To be revised) <img src="../img/checklist_sample.png" width="600"></p>
 </section>
 <section id="artifacts" class="level4">
 <h4 class="anchored" data-anchor-id="artifacts">Artifacts</h4>
@@ -379,12 +379,12 @@ <h4 class="anchored" data-anchor-id="artifacts">Artifacts</h4>
 <li><strong>Evaluation Report</strong></li>
 </ol>
 <p>This report presents structured evaluation results of ML projects, which includes a detailed breakdown of completeness scores and reasons for each score.</p>
-<p>(FIXME To be revised) <img src="img/test_evaluation_report_sample.png" width="600"></p>
+<p>(FIXME To be revised) <img src="../img/test_evaluation_report_sample.png" width="600"></p>
 <ol start="3" type="1">
 <li><strong>Test Specification Script</strong></li>
 </ol>
 <p>Generated test specifications are stored as Python scripts.</p>
-<p>(FIXME To be revised) <img src="img/test_spec_sample.png" width="600"></p>
+<p>(FIXME To be revised) <img src="../img/test_spec_sample.png" width="600"></p>
 </section>
 </section>
 <section id="evaluation-results" class="level3">
@@ -402,7 +402,7 @@ <h3 class="anchored" data-anchor-id="evaluation-results">Evaluation Results</h3>
 <span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a>gt <span class="op">=</span> pd.read_csv(<span class="st">'../data/processed/ground_truth.csv'</span>)</span>
 <span id="cb1-3"><a href="#cb1-3" aria-hidden="true" tabindex="-1"></a>gt</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </details>
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 <span id="cb2-53"><a href="#cb2-53" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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 <span id="cb3-13"><a href="#cb3-13" aria-hidden="true" tabindex="-1"></a>contingency_table.index.names <span class="op">=</span> [<span class="st">'Repository'</span>, <span class="st">'Checklist Item'</span>, <span class="st">'Ground Truth'</span>]</span>
 <span id="cb3-14"><a href="#cb3-14" aria-hidden="true" tabindex="-1"></a>contingency_table.sort_index(level<span class="op">=</span>[<span class="dv">0</span>, <span class="dv">2</span>])</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </details>
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+<div class="cell-output cell-output-display" data-execution_count="3">
 <div>
 
 
@@ -816,26 +816,26 @@ <h3 class="anchored" data-anchor-id="evaluation-results">Evaluation Results</h3>
 <span id="cb4-42"><a href="#cb4-42" aria-hidden="true" tabindex="-1"></a>    title<span class="op">=</span><span class="st">"30 Runs on Openja's Repositories for each Checklist Item"</span></span>
 <span id="cb4-43"><a href="#cb4-43" aria-hidden="true" tabindex="-1"></a>) </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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diff --git a/report/final_report.qmd b/report/final_report.qmd
index 8267610..a90aa48 100644
--- a/report/final_report.qmd
+++ b/report/final_report.qmd
@@ -86,7 +86,7 @@ By offering it as both CLI tool and API, our product is user-friendly to interac
 
 #### System Design
 
-(FIXME To be revised) ![image](img/proposed_system_overview.png)
+(FIXME To be revised) ![image](../img/proposed_system_overview.png)
 
 The design of our package follows object-oriented and SOLID principles, which is fully modularity. Users can easily switch between different prompts, models, and checklists, which facilitates code reusability and collaboration to extend its functionality.
 
@@ -128,7 +128,7 @@ Example checklist structure:
 |               Reference | References for the checklist item, e.g., academic papers                                                |
 | Is Evaluator Applicable | Indicates if the checklist item is used during evaluation (0 = No, 1 = Yes) |
 
-(FIXME To be revised) <img src="img/checklist_sample.png" width="600" />
+(FIXME To be revised) <img src="../img/checklist_sample.png" width="600" />
 
 #### Artifacts
 
@@ -144,13 +144,13 @@ These responses include both LLM evaluation results and process metadata stored
 
 This report presents structured evaluation results of ML projects, which includes a detailed breakdown of completeness scores and reasons for each score.
 
-(FIXME To be revised) <img src="img/test_evaluation_report_sample.png" width="600" />
+(FIXME To be revised) <img src="../img/test_evaluation_report_sample.png" width="600" />
 
 3.  **Test Specification Script** 
 
 Generated test specifications are stored as Python scripts.
 
-(FIXME To be revised) <img src="img/test_spec_sample.png" width="600" />
+(FIXME To be revised) <img src="../img/test_spec_sample.png" width="600" />
 
 ### Evaluation Results