Skip to content

Navigation Menu

Sign in
Appearance settings

Search code, repositories, users, issues, pull requests...

Provide feedback

We read every piece of feedback, and take your input very seriously.

Saved searches

Use saved searches to filter your results more quickly

Appearance settings

Commit 34aa858

Browse filesBrowse files
committed
Add Multimodal notebook
1 parent 74c414c commit 34aa858
Copy full SHA for 34aa858

File tree

Expand file treeCollapse file tree

1 file changed

+84
-0
lines changed
Filter options
Expand file treeCollapse file tree

1 file changed

+84
-0
lines changed

‎examples/notebooks/Multimodal.ipynb

Copy file name to clipboard
+84Lines changed: 84 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,84 @@
1+
{
2+
"cells": [
3+
{
4+
"cell_type": "code",
5+
"execution_count": 1,
6+
"metadata": {},
7+
"outputs": [
8+
{
9+
"name": "stdout",
10+
"output_type": "stream",
11+
"text": [
12+
"ChatCompletion(id='chatcmpl-65a710ba-41d1-4d0a-a124-a44b2b4a0189', choices=[Choice(finish_reason='stop', index=0, message=ChatCompletionMessage(content=' The image reads \"LlamaC++.\"', role='assistant', function_call=None, tool_calls=None))], created=1699413274, model='gpt-4-vision-preview', object='chat.completion', system_fingerprint=None, usage=CompletionUsage(completion_tokens=10, prompt_tokens=624, total_tokens=634))\n"
13+
]
14+
}
15+
],
16+
"source": [
17+
"from openai import OpenAI\n",
18+
"\n",
19+
"import urllib.request\n",
20+
"import base64\n",
21+
"\n",
22+
"def get_data_url(url):\n",
23+
" return \"data:image/png;base64,\" + base64.b64encode(urllib.request.urlopen(url).read()).decode(\"utf-8\")\n",
24+
"\n",
25+
"client = OpenAI(base_url=\"http://100.64.159.73:8000/v1\", api_key=\"sk-1234\")\n",
26+
"response = client.chat.completions.create(\n",
27+
" model=\"gpt-4-vision-preview\",\n",
28+
" messages=[\n",
29+
" {\n",
30+
" \"role\": \"user\",\n",
31+
" \"content\": [\n",
32+
" {\n",
33+
" \"type\": \"image_url\",\n",
34+
" \"image_url\": {\n",
35+
" \"url\": get_data_url(\"https://user-images.githubusercontent.com/1991296/230134379-7181e485-c521-4d23-a0d6-f7b3b61ba524.png\"),\n",
36+
" # \"url\": \"https://user-images.githubusercontent.com/1991296/230134379-7181e485-c521-4d23-a0d6-f7b3b61ba524.png\",\n",
37+
" },\n",
38+
" },\n",
39+
" {\"type\": \"text\", \"text\": \"What does the image say\"},\n",
40+
" ],\n",
41+
" }\n",
42+
" ],\n",
43+
")\n",
44+
"print(response)"
45+
]
46+
},
47+
{
48+
"cell_type": "markdown",
49+
"metadata": {},
50+
"source": [
51+
"![](https://user-images.githubusercontent.com/1991296/230134379-7181e485-c521-4d23-a0d6-f7b3b61ba524.png)"
52+
]
53+
},
54+
{
55+
"cell_type": "code",
56+
"execution_count": null,
57+
"metadata": {},
58+
"outputs": [],
59+
"source": []
60+
}
61+
],
62+
"metadata": {
63+
"kernelspec": {
64+
"display_name": ".venv",
65+
"language": "python",
66+
"name": "python3"
67+
},
68+
"language_info": {
69+
"codemirror_mode": {
70+
"name": "ipython",
71+
"version": 3
72+
},
73+
"file_extension": ".py",
74+
"mimetype": "text/x-python",
75+
"name": "python",
76+
"nbconvert_exporter": "python",
77+
"pygments_lexer": "ipython3",
78+
"version": "3.11.5+"
79+
},
80+
"orig_nbformat": 4
81+
},
82+
"nbformat": 4,
83+
"nbformat_minor": 2
84+
}

0 commit comments

Comments
0 (0)
Morty Proxy This is a proxified and sanitized view of the page, visit original site.