diff --git a/benchmarks/reports/2024-01-29_10-00-42/report.html b/benchmarks/reports/2024-01-29_10-00-42/report.html
new file mode 100644
index 000000000..23f5ae295
--- /dev/null
+++ b/benchmarks/reports/2024-01-29_10-00-42/report.html
@@ -0,0 +1,25 @@
+
+        <html>
+            <head>
+                <meta charset="UTF-8">
+                <meta name="viewport" content="width=device-width, initial-scale=1.0">
+                <script src="https://cdn.tailwindcss.com"></script>
+            </head>
+            <body>
+            <header class="bg-gray-100 py-6 px-4 text-center">
+                <h1 class="text-3xl font-bold text-gray-800">RAGStack - Benchmarks Report - 2024-01-29 10:00:39</h1>
+            </header>
+             <div class="container mx-auto p-4">
+                <div class="grid grid-cols-1 lg:grid-cols-2 gap-4">
+                  <div>
+                    <h2 class="text-xl font-semibold mb-2">Table</h2>
+                    <table class="w-full divide-y divide-gray-200 border border-collapse"><thead class="bg-gray-100 text-xs font-semibold uppercase text-center text-gray-800"><tr><th class='px-6 py-3'>Test Case</th><th class='px-6 py-3'>p50</th><th class='px-6 py-3'>p90</th><th class='px-6 py-3'>p95</th><th class='px-6 py-3'>p99</th></tr></thead><tbody class="bg-white divide-y divide-gray-200 text-center text-sm"><tr class="hover:bg-gray-100"><td class='px-6 py-4'>embeddings_batch100_chunk256-openai_ada002</td><td class='px-6 py-4'>3.41</td><td class='px-6 py-4'>3.41</td><td class='px-6 py-4'>3.41</td><td class='px-6 py-4'>3.41</td></tr><tr class="hover:bg-gray-100"><td class='px-6 py-4'>embeddings_batch50_chunk512-openai_ada002</td><td class='px-6 py-4'>3.82</td><td class='px-6 py-4'>3.82</td><td class='px-6 py-4'>3.82</td><td class='px-6 py-4'>3.82</td></tr><tr class="hover:bg-gray-100"><td class='px-6 py-4'>embeddings_batch50_chunk256-openai_ada002</td><td class='px-6 py-4'>4.04</td><td class='px-6 py-4'>4.04</td><td class='px-6 py-4'>4.04</td><td class='px-6 py-4'>4.04</td></tr><tr class="hover:bg-gray-100"><td class='px-6 py-4'>embeddings_batch100_chunk512-openai_ada002</td><td class='px-6 py-4'>4.08</td><td class='px-6 py-4'>4.08</td><td class='px-6 py-4'>4.08</td><td class='px-6 py-4'>4.08</td></tr><tr class="hover:bg-gray-100"><td class='px-6 py-4'>embeddings_batch50_chunk512-nvidia_nvolveqa40k</td><td class='px-6 py-4'>5.13</td><td class='px-6 py-4'>5.13</td><td class='px-6 py-4'>5.13</td><td class='px-6 py-4'>5.13</td></tr><tr class="hover:bg-gray-100"><td class='px-6 py-4'>embeddings_batch100_chunk512-nvidia_nvolveqa40k</td><td class='px-6 py-4'>5.6</td><td class='px-6 py-4'>5.6</td><td class='px-6 py-4'>5.6</td><td class='px-6 py-4'>5.6</td></tr><tr class="hover:bg-gray-100"><td class='px-6 py-4'>embeddings_batch100_chunk256-nvidia_nvolveqa40k</td><td class='px-6 py-4'>5.91</td><td class='px-6 py-4'>5.91</td><td class='px-6 py-4'>5.91</td><td class='px-6 py-4'>5.91</td></tr><tr class="hover:bg-gray-100"><td class='px-6 py-4'>embeddings_batch10_chunk256-openai_ada002</td><td class='px-6 py-4'>6.03</td><td class='px-6 py-4'>6.03</td><td class='px-6 py-4'>6.03</td><td class='px-6 py-4'>6.03</td></tr><tr class="hover:bg-gray-100"><td class='px-6 py-4'>embeddings_batch50_chunk256-nvidia_nvolveqa40k</td><td class='px-6 py-4'>6.08</td><td class='px-6 py-4'>6.08</td><td class='px-6 py-4'>6.08</td><td class='px-6 py-4'>6.08</td></tr><tr class="hover:bg-gray-100"><td class='px-6 py-4'>embeddings_batch10_chunk512-openai_ada002</td><td class='px-6 py-4'>7.05</td><td class='px-6 py-4'>7.05</td><td class='px-6 py-4'>7.05</td><td class='px-6 py-4'>7.05</td></tr><tr class="hover:bg-gray-100"><td class='px-6 py-4'>embeddings_batch10_chunk512-nvidia_nvolveqa40k</td><td class='px-6 py-4'>8.56</td><td class='px-6 py-4'>8.56</td><td class='px-6 py-4'>8.56</td><td class='px-6 py-4'>8.56</td></tr><tr class="hover:bg-gray-100"><td class='px-6 py-4'>embeddings_batch10_chunk256-nvidia_nvolveqa40k</td><td class='px-6 py-4'>10.3</td><td class='px-6 py-4'>10.3</td><td class='px-6 py-4'>10.3</td><td class='px-6 py-4'>10.3</td></tr></tbody></table>
+                  </div>
+                  <div>
+                    <h2 class="text-xl font-semibold mb-2">Plot</h2>
+                    <img src='data:image/png;base64,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'>
+                  </div>
+                </div>
+              </div>
+            <table class="table-fixed">
+        
\ No newline at end of file

Test Case	p50	p90	p95	p99
embeddings_batch100_chunk256-openai_ada002	3.41	3.41	3.41	3.41
embeddings_batch50_chunk512-openai_ada002	3.82	3.82	3.82	3.82
embeddings_batch50_chunk256-openai_ada002	4.04	4.04	4.04	4.04
embeddings_batch100_chunk512-openai_ada002	4.08	4.08	4.08	4.08
embeddings_batch50_chunk512-nvidia_nvolveqa40k	5.13	5.13	5.13	5.13
embeddings_batch100_chunk512-nvidia_nvolveqa40k	5.6	5.6	5.6	5.6
embeddings_batch100_chunk256-nvidia_nvolveqa40k	5.91	5.91	5.91	5.91
embeddings_batch10_chunk256-openai_ada002	6.03	6.03	6.03	6.03
embeddings_batch50_chunk256-nvidia_nvolveqa40k	6.08	6.08	6.08	6.08
embeddings_batch10_chunk512-openai_ada002	7.05	7.05	7.05	7.05
embeddings_batch10_chunk512-nvidia_nvolveqa40k	8.56	8.56	8.56	8.56
embeddings_batch10_chunk256-nvidia_nvolveqa40k	10.3	10.3	10.3	10.3