added reranking comparison image

all_rag_techniques/reranking.ipynb

@@ -58,6 +58,16 @@
     "</div>"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<div style=\"text-align: center;\">\n",
+    "\n",
+    "<img src=\"../images/reranking_comparison.svg\" alt=\"rerank llm\" style=\"width:100%; height:auto;\">\n",
+    "</div>"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},

images/reranking_comparison.svg

@@ -0,0 +1,82 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 800 650">
+  <defs>
+    <filter id="shadow" x="-20%" y="-20%" width="140%" height="140%">
+      <feDropShadow dx="2" dy="2" stdDeviation="2" flood-color="#000000" flood-opacity="0.3"/>
+    </filter>
+  </defs>
+
+  <!-- Background -->
+  <rect x="0" y="0" width="800" height="650" fill="#f0f9ff" rx="20" ry="20" />
+  
+  <!-- Title -->
+  <text x="400" y="40" text-anchor="middle" font-size="24" font-weight="bold" fill="#333">RAG Retrieval Comparison</text>
+  
+  <!-- Query -->
+  <text x="400" y="70" text-anchor="middle" font-size="16" fill="#555">Query: What is the capital of France?</text>
+  
+  <!-- Document Collection -->
+  <rect x="20" y="100" width="240" height="480" fill="#ffffff" rx="10" ry="10" filter="url(#shadow)" />
+  <text x="140" y="130" text-anchor="middle" font-size="18" font-weight="bold" fill="#333">Document Collection</text>
+  
+  <!-- Baseline Retrieval -->
+  <rect x="280" y="100" width="240" height="480" fill="#ffffff" rx="10" ry="10" filter="url(#shadow)" />
+  <text x="400" y="130" text-anchor="middle" font-size="18" font-weight="bold" fill="#333">Baseline Retrieval</text>
+  
+  <!-- Advanced Retrieval -->
+  <rect x="540" y="100" width="240" height="480" fill="#ffffff" rx="10" ry="10" filter="url(#shadow)" />
+  <text x="660" y="130" text-anchor="middle" font-size="18" font-weight="bold" fill="#333">Advanced Retrieval</text>
+  
+  <!-- Documents -->
+  <g id="doc1">
+    <rect x="30" y="150" width="220" height="80" fill="#e6f3ff" rx="5" ry="5" />
+    <text x="40" y="170" font-size="12" fill="#333">The capital of France is great.</text>
+  </g>
+  
+  <g id="doc2">
+    <rect x="30" y="240" width="220" height="80" fill="#e6f3ff" rx="5" ry="5" />
+    <text x="40" y="260" font-size="12" fill="#333">The capital of France is huge.</text>
+  </g>
+  
+  <g id="doc3">
+    <rect x="30" y="330" width="220" height="80" fill="#e6f3ff" rx="5" ry="5" />
+    <text x="40" y="350" font-size="12" fill="#333">The capital of France is beautiful.</text>
+  </g>
+  
+  <g id="doc4">
+    <rect x="30" y="420" width="220" height="80" fill="#e6f3ff" rx="5" ry="5" />
+    <text x="40" y="440" font-size="12" fill="#333">
+      <tspan x="40" dy="0">Have you ever visited Paris? It is</tspan>
+      <tspan x="40" dy="14">a beautiful city where you can</tspan>
+      <tspan x="40" dy="14">eat delicious food and see the</tspan>
+      <tspan x="40" dy="14">Eiffel Tower...</tspan>
+    </text>
+  </g>
+  
+  <g id="doc5">
+    <rect x="30" y="510" width="220" height="80" fill="#e6f3ff" rx="5" ry="5" />
+    <text x="40" y="530" font-size="12" fill="#333">
+      <tspan x="40" dy="0">I really enjoyed my trip to Paris,</tspan>
+      <tspan x="40" dy="14">France. The city is beautiful and</tspan>
+      <tspan x="40" dy="14">the food is delicious. I would love</tspan>
+      <tspan x="40" dy="14">to visit again...</tspan>
+    </text>
+  </g>
+  
+  <!-- Baseline Results -->
+  <use href="#doc1" x="250" />
+  <use href="#doc3" x="250" />
+  <rect x="280" y="150" width="240" height="80" fill="none" stroke="#4e79a7" stroke-width="3" rx="5" ry="5" />
+  <rect x="280" y="330" width="240" height="80" fill="none" stroke="#4e79a7" stroke-width="3" rx="5" ry="5" />
+  
+  <!-- Advanced Results -->
+  <use href="#doc4" x="510" />
+  <use href="#doc5" x="510" />
+  <rect x="540" y="420" width="240" height="80" fill="none" stroke="#e15759" stroke-width="3" rx="5" ry="5" />
+  <rect x="540" y="510" width="240" height="80" fill="none" stroke="#e15759" stroke-width="3" rx="5" ry="5" />
+  
+  <!-- Legend (Moved to the bottom) -->
+  <rect x="250" y="600" width="20" height="20" fill="none" stroke="#4e79a7" stroke-width="3" />
+  <text x="280" y="615" font-size="14" fill="#333">Baseline Retrieval</text>
+  <rect x="470" y="600" width="20" height="20" fill="none" stroke="#e15759" stroke-width="3" />
+  <text x="500" y="615" font-size="14" fill="#333">Advanced Retrieval</text>
+</svg>