Package updates, more Ollama, fixes

week1/day1.ipynb

@@ -144,6 +144,36 @@
     "# openai = OpenAI(api_key=\"your-key-here-starting-sk-proj-\")"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "442fc84b-0815-4f40-99ab-d9a5da6bda91",
+   "metadata": {},
+   "source": [
+    "# Let's make a quick call to a Frontier model to get started, as a preview!"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a58394bf-1e45-46af-9bfd-01e24da6f49a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# To give you a preview -- calling OpenAI with these messages is this easy:\n",
+    "\n",
+    "message = \"Hello, GPT! This is my first ever message to you! Hi!\"\n",
+    "response = openai.chat.completions.create(model=\"gpt-4o-mini\", messages=[{\"role\":\"user\", \"content\":message}])\n",
+    "print(response.choices[0].message.content)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2aa190e5-cb31-456a-96cc-db109919cd78",
+   "metadata": {},
+   "source": [
+    "## OK onwards with our first project"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -257,9 +287,45 @@
     "[\n",
     "    {\"role\": \"system\", \"content\": \"system message goes here\"},\n",
     "    {\"role\": \"user\", \"content\": \"user message goes here\"}\n",
+    "]\n",
+    "\n",
+    "To give you a preview, the next 2 cells make a rather simple call - we won't stretch the might GPT (yet!)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f25dcd35-0cd0-4235-9f64-ac37ed9eaaa5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "messages = [\n",
+    "    {\"role\": \"system\", \"content\": \"You are a snarky assistant\"},\n",
+    "    {\"role\": \"user\", \"content\": \"What is 2 + 2?\"}\n",
     "]"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "21ed95c5-7001-47de-a36d-1d6673b403ce",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# To give you a preview -- calling OpenAI with system and user messages:\n",
+    "\n",
+    "response = openai.chat.completions.create(model=\"gpt-4o-mini\", messages=messages)\n",
+    "print(response.choices[0].message.content)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d06e8d78-ce4c-4b05-aa8e-17050c82bb47",
+   "metadata": {},
+   "source": [
+    "## And now let's build useful messages for GPT-4o-mini, using a function"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -493,7 +559,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.10"
+   "version": "3.11.11"
   }
  },
  "nbformat": 4,