docs: update embedding benchmarks (3.9.6) (#1034)

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: carlos-alm <127798846+carlos-alm@users.noreply.github.com>

Author: github-actions[bot]

generated/benchmarks/EMBEDDING-BENCHMARKS.md

@@ -6,16 +6,94 @@ Hit@N = expected symbol found in top N results.
 
 | Version | Model | Symbols | Hit@1 | Hit@3 | Hit@5 | Misses | Embed Time |
 |---------|-------|--------:|------:|------:|------:|-------:|-----------:|
+| 3.9.6 | minilm | 1500 | 67.4% | 87.2% | 92.4% | 49 | 125.9s |
+| 3.9.6 | jina-small | 1500 | 75.8% | 93.6% | 96.5% | 23 | 253.8s |
+| 3.9.6 | jina-base | 1500 | 72.1% | 90.3% | 94.9% | 30 | 1327.4s |
+| 3.9.6 | nomic | 1500 | 80.1% | 95.5% | 97.9% | 15 | 1331.2s |
+| 3.9.6 | nomic-v1.5 | 1500 | 78.4% | 94.9% | 97.1% | 18 | 1325.3s |
 
 ### Latest results
 
-**Version:** 3.1.4 | **Strategy:** structured | **Symbols:** 1095 | **Date:** 2026-03-16
+**Version:** 3.9.6 | **Strategy:** structured | **Symbols:** 1500 | **Date:** 2026-04-30
 
 | Model | Dim | Context | Hit@1 | Hit@3 | Hit@5 | Hit@10 | Misses | Embed | Search |
 |-------|----:|--------:|------:|------:|------:|-------:|-------:|------:|-------:|
+| minilm | 384 | 256 | 67.4% | 87.2% | 92.4% | 96.7% | 49 | 125.9s | 130.5s |
+| jina-small | 512 | 8192 | 75.8% | 93.6% | 96.5% | 98.5% | 23 | 253.8s | 159.2s |
+| jina-base | 768 | 8192 | 72.1% | 90.3% | 94.9% | 98.0% | 30 | 1327.4s | 206.2s |
+| nomic | 768 | 8192 | 80.1% | 95.5% | 97.9% | 99.0% | 15 | 1331.2s | 206.0s |
+| nomic-v1.5 | 768 | 8192 | 78.4% | 94.9% | 97.1% | 98.8% | 18 | 1325.3s | 207.0s |
 
 <!-- EMBEDDING_BENCHMARK_DATA
 [
+  {
+    "version": "3.9.6",
+    "date": "2026-04-30",
+    "strategy": "structured",
+    "symbols": 1500,
+    "models": {
+      "minilm": {
+        "dim": 384,
+        "contextWindow": 256,
+        "hits1": 1011,
+        "hits3": 1308,
+        "hits5": 1386,
+        "hits10": 1451,
+        "misses": 49,
+        "total": 1500,
+        "embedTimeMs": 125867,
+        "searchTimeMs": 130509
+      },
+      "jina-small": {
+        "dim": 512,
+        "contextWindow": 8192,
+        "hits1": 1137,
+        "hits3": 1404,
+        "hits5": 1447,
+        "hits10": 1477,
+        "misses": 23,
+        "total": 1500,
+        "embedTimeMs": 253823,
+        "searchTimeMs": 159156
+      },
+      "jina-base": {
+        "dim": 768,
+        "contextWindow": 8192,
+        "hits1": 1082,
+        "hits3": 1355,
+        "hits5": 1424,
+        "hits10": 1470,
+        "misses": 30,
+        "total": 1500,
+        "embedTimeMs": 1327410,
+        "searchTimeMs": 206246
+      },
+      "nomic": {
+        "dim": 768,
+        "contextWindow": 8192,
+        "hits1": 1202,
+        "hits3": 1433,
+        "hits5": 1469,
+        "hits10": 1485,
+        "misses": 15,
+        "total": 1500,
+        "embedTimeMs": 1331223,
+        "searchTimeMs": 206002
+      },
+      "nomic-v1.5": {
+        "dim": 768,
+        "contextWindow": 8192,
+        "hits1": 1176,
+        "hits3": 1423,
+        "hits5": 1457,
+        "hits10": 1482,
+        "misses": 18,
+        "total": 1500,
+        "embedTimeMs": 1325336,
+        "searchTimeMs": 206972
+      }
+    }
+  },
   {
     "version": "3.1.4",
     "date": "2026-03-16",