chore: link

Author: jamescalam

learn/generation/langchain/langgraph/02-ollama-langgraph-agent/02-ollama-langgraph-agent.ipynb

@@ -1025,6 +1025,13 @@
     "runnable = graph.compile()"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "To view the graph we can generate a mermaid graph like so:"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 25,
@@ -1063,6 +1070,20 @@
     ")"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Testing the Agent"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Our agent has now been constructed so we can test it. First, let's check for the best pizza in Rome:"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 26,
@@ -1091,6 +1112,13 @@
     "})"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We extract the answer:"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 28,
@@ -1114,31 +1142,10 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 29,
+   "cell_type": "markdown",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "run_oracle\n",
-      "router\n",
-      "run_tool | search.invoke(input={'query': 'gluten-free pizza in Rome'})\n",
-      "The food in Italy is just ridiculously good. I ate so much in Rome. Gluten free pizza.\n",
-      "Celiac Disease Videos\n",
-      "Italy: a gluten-free paradise?\n",
-      "run_oracle\n",
-      "router\n",
-      "run_tool | final_answer.invoke(input={'answer': 'Unfortunately, I was unable to find a specific recommendation for gluten-free pizza in Rome from the search results. However, based on the comments and reviews provided, it seems that Italy is generally considered a good destination for gluten-free options, especially when it comes to traditional Italian cuisine like pizza. The restaurant \"Pizza in Trevi\" mentioned in one of the reviews was described as a \"marvelous restaurant\" with a gluten-free option available, but it was noted that prices were on the higher side at around 30-40€ per person per meal.', 'phone_number': '', 'address': ''})\n"
-     ]
-    }
-   ],
    "source": [
-    "out = runnable.invoke({\n",
-    "    \"input\": \"where is the best gluten free pizza in rome?\",\n",
-    "    \"chat_history\": [],\n",
-    "})"
+    "We are recommended [Seu Pizza Illuminati](https://maps.app.goo.gl/RMSdTUpH8D3oQETUA), a seemingly notorious pizzeria known for their less traditional and more experimental Neapolitan pizzas."
    ]
   },
   {