Update index.html

index.html

@@ -541,12 +541,12 @@
             <table class="rag-table">
                 <thead>
                 <tr>
-                    <th>Indexing Technique</th>
-                    <th>Description</th>
-                    <th>Workflow</th>
-                    <th>Pros</th>
-                    <th>Cons</th>
-                    <th>Peer-Reviewed Reference</th>
+                    <th style="width:10%">Indexing Technique</th>
+                    <th style="width:15%">Description</th>
+                    <th style="width:15%">Workflow</th>
+                    <th style="width:20%">Pros</th>
+                    <th style="width:20%">Cons</th>
+                    <th style="width:20%">Peer-Reviewed Reference</th>
                 </tr>
                 </thead>
                 <tbody>
@@ -554,7 +554,7 @@
                     <td>Flat Index (Brute-Force)</td>
                     <td>Exact similarity search over all vectors using distance metrics.</td>
                     <td>
-                    Embed documents → store vectors → compare query with all vectors → return top-k
+                      Embed documents → store vectors → compare query with all vectors → return top-k
                     </td>
                     <td>Exact results<br>Simple implementation</td>
                     <td>Not scalable<br>High latency & memory cost</td>