Upload dummy_agent_library.ipynb

unit1/dummy_agent_library.ipynb

@@ -68,13 +68,13 @@
     },
     {
       "cell_type": "markdown",
-      "source": [
-        "We use the `chat` method since is a convenient and reliable way to apply chat templates:"
-      ],
+      "id": "0Iuue-02fCzq",
       "metadata": {
         "id": "0Iuue-02fCzq"
       },
-      "id": "0Iuue-02fCzq"
+      "source": [
+        "We use the `chat` method since is a convenient and reliable way to apply chat templates:"
+      ]
     },
     {
       "cell_type": "code",
@@ -90,8 +90,8 @@
       },
       "outputs": [
         {
-          "output_type": "stream",
           "name": "stdout",
+          "output_type": "stream",
           "text": [
             "Paris.\n"
           ]
@@ -194,18 +194,18 @@
     },
     {
       "cell_type": "code",
+      "execution_count": null,
+      "id": "UHs7XfzMfoY7",
+      "metadata": {
+        "id": "UHs7XfzMfoY7"
+      },
+      "outputs": [],
       "source": [
         "messages = [\n",
         "    {\"role\": \"system\", \"content\": SYSTEM_PROMPT},\n",
         "    {\"role\": \"user\", \"content\": \"What's the weather in London?\"},\n",
         "]"
-      ],
-      "metadata": {
-        "id": "UHs7XfzMfoY7"
-      },
-      "id": "UHs7XfzMfoY7",
-      "execution_count": null,
-      "outputs": []
+      ]
     },
     {
       "cell_type": "markdown",
@@ -230,7 +230,6 @@
       },
       "outputs": [
         {
-          "output_type": "execute_result",
           "data": {
             "text/plain": [
               "[{'role': 'system',\n",
@@ -240,8 +239,9 @@
               "  'content': 'Thought: To find out the weather in London, I should use the `get_weather` tool with \"London\" as the location.\\n\\nAction:\\n```json\\n{\\n  \"action\": \"get_weather\",\\n  \"action_input\": {\"location\": \"London\"}\\n}\\n```\\n\\nthe weather in London is sunny with low temperatures. \\n'}]"
             ]
           },
+          "execution_count": 22,
           "metadata": {},
-          "execution_count": 22
+          "output_type": "execute_result"
         }
       ],
       "source": [
@@ -272,8 +272,8 @@
       },
       "outputs": [
         {
-          "output_type": "stream",
           "name": "stdout",
+          "output_type": "stream",
           "text": [
             "Thought: To find out the weather in London, I should use the `get_weather` tool with the location set to \"London\".\n",
             "\n",
@@ -330,8 +330,8 @@
       },
       "outputs": [
         {
-          "output_type": "stream",
           "name": "stdout",
+          "output_type": "stream",
           "text": [
             "Thought: To find out the weather in London, I should use the `get_weather` tool with \"London\" as the location.\n",
             "\n",
@@ -385,23 +385,23 @@
       },
       "outputs": [
         {
-          "output_type": "execute_result",
           "data": {
-            "text/plain": [
-              "'the weather in London is sunny with low temperatures. \\n'"
-            ],
             "application/vnd.google.colaboratory.intrinsic+json": {
               "type": "string"
-            }
+            },
+            "text/plain": [
+              "'the weather in London is sunny with low temperatures. \\n'"
+            ]
           },
+          "execution_count": 16,
           "metadata": {},
-          "execution_count": 16
+          "output_type": "execute_result"
         }
       ],
       "source": [
         "# Dummy function\n",
         "def get_weather(location):\n",
-        "    return f\"Observation: the weather in {location} is sunny with low temperatures. \\n\"\n",
+        "    return f\"the weather in {location} is sunny with low temperatures. \\n\"\n",
         "\n",
         "get_weather('London')"
       ]
@@ -430,18 +430,18 @@
       },
       "outputs": [
         {
-          "output_type": "execute_result",
           "data": {
             "text/plain": [
               "[{'role': 'system',\n",
               "  'content': 'Answer the following questions as best you can. You have access to the following tools:\\n\\nget_weather: Get the current weather in a given location\\n\\nThe way you use the tools is by specifying a json blob.\\nSpecifically, this json should have a `action` key (with the name of the tool to use) and a `action_input` key (with the input to the tool going here).\\n\\nThe only values that should be in the \"action\" field are:\\nget_weather: Get the current weather in a given location, args: {{\"location\": {{\"type\": \"string\"}}}}\\nexample use :\\n```\\n{{\\n  \"action\": \"get_weather\",\\n  \"action_input\": {\"location\": \"New York\"}\\n}}\\n\\nALWAYS use the following format:\\n\\nQuestion: the input question you must answer\\nThought: you should always think about one action to take. Only one action at a time in this format:\\nAction:\\n```\\n$JSON_BLOB\\n```\\nObservation: the result of the action. This Observation is unique, complete, and the source of truth.\\n... (this Thought/Action/Observation can repeat N times, you should take several steps when needed. The $JSON_BLOB must be formatted as markdown and only use a SINGLE action at a time.)\\n\\nYou must always end your output with the following format:\\n\\nThought: I now know the final answer\\nFinal Answer: the final answer to the original input question\\n\\nNow begin! Reminder to ALWAYS use the exact characters `Final Answer:` when you provide a definitive answer. '},\n",
               " {'role': 'user', 'content': \"What's the weather in London ?\"},\n",
               " {'role': 'assistant',\n",
-              "  'content': 'Thought: To find out the weather in London, I should use the `get_weather` tool with \"London\" as the location.\\n\\nAction:\\n```json\\n{\\n  \"action\": \"get_weather\",\\n  \"action_input\": {\"location\": \"London\"}\\n}\\n```\\n\\nObservation:\\nthe weather in London is sunny with low temperatures. \\n'}]"
+              "  'content': 'Thought: To find out the weather in London, I should use the `get_weather` tool with \"London\" as the location.\\n\\nAction:\\n```json\\n{\\n  \"action\": \"get_weather\",\\n  \"action_input\": {\"location\": \"London\"}\\n}\\n```\\n\\nthe weather in London is sunny with low temperatures. \\n'}]"
             ]
           },
+          "execution_count": 18,
           "metadata": {},
-          "execution_count": 18
+          "output_type": "execute_result"
         }
       ],
       "source": [
@@ -449,7 +449,7 @@
         "messages=[\n",
         "    {\"role\": \"system\", \"content\": SYSTEM_PROMPT},\n",
         "    {\"role\": \"user\", \"content\": \"What's the weather in London ?\"},\n",
-        "    {\"role\": \"assistant\", \"content\": output.choices[0].message.content + "Observation:\n" + get_weather('London')},\n",
+        "    {\"role\": \"assistant\", \"content\": output.choices[0].message.content+\"Observation:\\n\"+get_weather('London')},\n",
         "]\n",
         "messages"
       ]
@@ -478,8 +478,8 @@
       },
       "outputs": [
         {
-          "output_type": "stream",
           "name": "stdout",
+          "output_type": "stream",
           "text": [
             "Observation: I have received the current weather conditions for London.\n",
             "\n",
@@ -501,15 +501,15 @@
     },
     {
       "cell_type": "markdown",
+      "id": "A23LiGG0jmNb",
+      "metadata": {
+        "id": "A23LiGG0jmNb"
+      },
       "source": [
         "We learned how we can create Agents from scratch using Python code, and we **saw just how tedious that process can be**. Fortunately, many Agent libraries simplify this work by handling much of the heavy lifting for you.\n",
         "\n",
         "Now, we're ready **to create our first real Agent** using the `smolagents` library."
-      ],
-      "metadata": {
-        "id": "A23LiGG0jmNb"
-      },
-      "id": "A23LiGG0jmNb"
+      ]
     }
   ],
   "metadata": {
@@ -536,4 +536,4 @@
   },
   "nbformat": 4,
   "nbformat_minor": 5
-}
+}