Merge branch 'mrh-online-dev' of github.com:BRUNIX-AI/assistance-engine into mrh-online-dev

scratches/pseco/evaluation/embeddings/n00 Beir Analysis_cosqa.ipynb

@@ -261,6 +261,54 @@
     "print(\"Recall:\", recall_qwen_2)\n",
     "print(\"Precision:\", precision_qwen_2)"
    ]
+<<<<<<< HEAD
+=======
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "1db7d110",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Resultados guardados en /home/acano/PycharmProjects/assistance-engine/data/interim/beir_cosqa_results.json\n"
+     ]
+    }
+   ],
+   "source": [
+    "results_data = {\n",
+    "    \"qwen3-0.6B-emb:latest\": {\n",
+    "        \"NDCG\": ndcg,\n",
+    "        \"MAP\": _map,\n",
+    "        \"Recall\": recall,\n",
+    "        \"Precision\": precision,\n",
+    "    },\n",
+    "    \"qwen2.5:1.5b\": {\n",
+    "        \"NDCG\": ndcg_qwen_2,\n",
+    "        \"MAP\": _map_qwen_2,\n",
+    "        \"Recall\": recall_qwen_2,\n",
+    "        \"Precision\": precision_qwen_2,\n",
+    "    }\n",
+    "}\n",
+    " \n",
+    "output_file = \"/home/acano/PycharmProjects/assistance-engine/data/interim/beir_cosqa_results.json\"\n",
+    "with open(output_file, \"w\") as f:\n",
+    "    json.dump(results_data, f, indent=2)\n",
+    " \n",
+    "print(f\"Resultados guardados en {output_file}\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e4f8d78b",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+>>>>>>> 4b5352d93cf89b7562895b550fb5bd62160586c5
   }
  ],
  "metadata": {