update notebooks

Author: bmtgoncalves

1. Generative AI .ipynb

@@ -79,22 +79,22 @@
       "\n",
       "Compiler    : Clang 17.0.0 (clang-1700.0.13.3)\n",
       "OS          : Darwin\n",
-      "Release     : 24.5.0\n",
+      "Release     : 24.6.0\n",
       "Machine     : arm64\n",
       "Processor   : arm\n",
       "CPU cores   : 16\n",
       "Architecture: 64bit\n",
       "\n",
-      "Git hash: 91771291efc6cdd2db5de42769839402f2db0555\n",
+      "Git hash: 85478a1c0245250b71831e3018ef34220d7015bc\n",
       "\n",
       "watermark : 2.5.0\n",
-      "tqdm      : 4.67.1\n",
-      "matplotlib: 3.10.3\n",
       "pandas    : 2.3.0\n",
       "openai    : 1.86.0\n",
+      "numpy     : 2.3.0\n",
+      "matplotlib: 3.10.3\n",
       "nltk      : 3.9.1\n",
       "tiktoken  : 0.9.0\n",
-      "numpy     : 2.3.0\n",
+      "tqdm      : 4.67.1\n",
       "\n"
      ]
     }
@@ -643,7 +643,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "c55a8195f85048fda0e4485961d57765",
+       "model_id": "cc814421327b4de887c32c6962cb27dd",
        "version_major": 2,
        "version_minor": 0
       },
@@ -756,6 +756,28 @@
     "model[(\"United\", \"Kingdom\")]"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "72255691-2e40-48fb-979c-a067c774f416",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "defaultdict(<function __main__.<lambda>.<locals>.<lambda>()>,\n",
+       "            {'Ireland': 0.25, 'other': 0.25, 'an': 0.25, 'offshore': 0.25})"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "model[(\"Kingdom\", \"and\")]"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "39410a93",
@@ -766,7 +788,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 22,
    "id": "8a16befc",
    "metadata": {},
    "outputs": [],
@@ -814,17 +836,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 23,
    "id": "99542934",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "'United States .'"
+       "'United States at prices ranging from 10 pct .'"
       ]
      },
-     "execution_count": 22,
+     "execution_count": 23,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -835,17 +857,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 24,
    "id": "581cac29",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "'today the company said the government of President Jose Sarney said .'"
+       "'today the time being ,\" he said .'"
       ]
      },
-     "execution_count": 23,
+     "execution_count": 24,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -856,17 +878,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 25,
    "id": "815d341b",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "'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 .'"
+       "'financial markets .'"
       ]
      },
-     "execution_count": 24,
+     "execution_count": 25,
      "metadata": {},
      "output_type": "execute_result"
     }