update notebook

Author: bmtgoncalves

1. Generative AI .ipynb

@@ -85,16 +85,16 @@
       "CPU cores   : 16\n",
       "Architecture: 64bit\n",
       "\n",
-      "Git hash: 89a633e9494e5de102c2f7aa2f34838e97f6a952\n",
+      "Git hash: 91771291efc6cdd2db5de42769839402f2db0555\n",
       "\n",
-      "pandas    : 2.3.0\n",
+      "watermark : 2.5.0\n",
       "tqdm      : 4.67.1\n",
-      "numpy     : 2.3.0\n",
       "matplotlib: 3.10.3\n",
-      "watermark : 2.5.0\n",
+      "pandas    : 2.3.0\n",
+      "openai    : 1.86.0\n",
       "nltk      : 3.9.1\n",
       "tiktoken  : 0.9.0\n",
-      "openai    : 1.86.0\n",
+      "numpy     : 2.3.0\n",
       "\n"
      ]
     }
@@ -319,9 +319,7 @@
    "cell_type": "code",
    "execution_count": 10,
    "id": "8219c001",
-   "metadata": {
-    "scrolled": false
-   },
+   "metadata": {},
    "outputs": [
     {
      "name": "stdout",
@@ -620,7 +618,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 16,
    "id": "f0465aa4",
    "metadata": {},
    "outputs": [],
@@ -638,14 +636,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 17,
    "id": "4c0078a3",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "69ed4abfe3024848a16a9f08c853e5b4",
+       "model_id": "c55a8195f85048fda0e4485961d57765",
        "version_major": 2,
        "version_minor": 0
       },
@@ -674,7 +672,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 18,
    "id": "deef7089",
    "metadata": {},
    "outputs": [],
@@ -696,7 +694,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 19,
    "id": "bf63308d",
    "metadata": {},
    "outputs": [
@@ -719,7 +717,7 @@
        "             'Rubber': 0.0016806722689075631})"
       ]
      },
-     "execution_count": 21,
+     "execution_count": 19,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -730,7 +728,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 20,
    "id": "95c6e65b",
    "metadata": {},
    "outputs": [
@@ -749,7 +747,7 @@
        "             '.': 0.07142857142857142})"
       ]
      },
-     "execution_count": 22,
+     "execution_count": 20,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -768,7 +766,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 21,
    "id": "8a16befc",
    "metadata": {},
    "outputs": [],
@@ -816,17 +814,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 22,
    "id": "99542934",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "'United States waived its right to receive 11 . 00 pct 5 . 55 DLRS'"
+       "'United States .'"
       ]
      },
-     "execution_count": 24,
+     "execution_count": 22,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -837,17 +835,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 23,
    "id": "581cac29",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "'today the European low of 148 . 5 pct higher than the numbers indicate that the pact was a heaven - sent opportunity ,\" Lyng said .'"
+       "'today the company said the government of President Jose Sarney said .'"
       ]
      },
-     "execution_count": 25,
+     "execution_count": 23,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -858,17 +856,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 24,
    "id": "815d341b",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "'financial markets for that is to sell selected hotels in Toronto .'"
+       "'financial markets as to the dollar had led to food riots in which the Americans , and inland wells frequently require the approval of definitive documentation .'"
       ]
      },
-     "execution_count": 26,
+     "execution_count": 24,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -890,7 +888,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": ".venv",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },