mistral large 3 basics update and removing deprecated notebook

samples-mistral/python/mistral-large3-basics.ipynb

@@ -35,7 +35,8 @@
    "source": [
     "import requests\n",
     "import re\n",
-    "from IPython.display import Markdown, display"
+    "from IPython.display import Markdown, display\n",
+    "import base64"
    ]
   },
   {
@@ -168,6 +169,83 @@
     "display(Markdown(compoundQuestion2Response.json()[\"choices\"][0][\"message\"][\"content\"]))"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "6d01e485",
+   "metadata": {},
+   "source": [
+    "## Multimodal"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "bc9f39d5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!wget -O fred.png \"https://fred.stlouisfed.org/graph/fredgraph.png?g=1On5p&height=490\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "327a5ce9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "with open(\"fred.png\", \"rb\") as image_file:\n",
+    "    encoded_string = base64.b64encode(image_file.read()).decode(\"utf-8\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8c82f0fc",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "multimodal = {\n",
+    "    \"model\": f\"{AZURE_AI_FOUNDRY_MODEL_DEPLOYMENT_NAME}\",\n",
+    "    \"messages\": [\n",
+    "        {\n",
+    "            \"role\": \"user\",\n",
+    "            \"content\": [\n",
+    "                {\"type\": \"text\", \"text\": \"Describe this image and any trends.\"},\n",
+    "                {\n",
+    "                    \"type\": \"image_url\",\n",
+    "                    \"image_url\": {\"url\": f\"data:image/jpeg;base64,{encoded_string}\"},\n",
+    "                },\n",
+    "            ],\n",
+    "        }\n",
+    "    ],\n",
+    "}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1994f786",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "multimodalResponse = requests.post(\n",
+    "    url=AZURE_AI_FOUNDRY_PROJECT_ENDPOINT,\n",
+    "    json=multimodal,\n",
+    "    headers=REQUEST_HEADERS,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "700f37f8",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "display(Markdown(multimodalResponse.json()[\"choices\"][0][\"message\"][\"content\"]))"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "c704cdad",
@@ -589,14 +667,6 @@
    "source": [
     "display(Markdown(finance2Response.json()[\"choices\"][0][\"message\"][\"content\"]))"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "f77cdb78",
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {