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Commit 598780f

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Update Multimodal notebook
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‎examples/notebooks/Multimodal.ipynb

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+15-18Lines changed: 15 additions & 18 deletions
Original file line numberDiff line numberDiff line change
@@ -1,5 +1,14 @@
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{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"<div>\n",
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" <img src=\"https://user-images.githubusercontent.com/1991296/230134379-7181e485-c521-4d23-a0d6-f7b3b61ba524.png\" width=\"500\"/>\n",
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"</div>"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
@@ -9,19 +18,13 @@
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"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"
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"{'text': 'Llama C++'}\n"
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]
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}
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],
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"source": [
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"from openai import OpenAI\n",
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"\n",
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"import urllib.request\n",
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"import base64\n",
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"\n",
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"def get_data_url(url):\n",
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" return \"data:image/png;base64,\" + base64.b64encode(urllib.request.urlopen(url).read()).decode(\"utf-8\")\n",
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"\n",
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"client = OpenAI(base_url=\"http://100.64.159.73:8000/v1\", api_key=\"sk-1234\")\n",
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"response = client.chat.completions.create(\n",
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" model=\"gpt-4-vision-preview\",\n",
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" {\n",
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" \"type\": \"image_url\",\n",
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" \"image_url\": {\n",
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" \"url\": get_data_url(\"https://user-images.githubusercontent.com/1991296/230134379-7181e485-c521-4d23-a0d6-f7b3b61ba524.png\"),\n",
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" # \"url\": \"https://user-images.githubusercontent.com/1991296/230134379-7181e485-c521-4d23-a0d6-f7b3b61ba524.png\",\n",
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" \"url\": \"https://user-images.githubusercontent.com/1991296/230134379-7181e485-c521-4d23-a0d6-f7b3b61ba524.png\",\n",
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" },\n",
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" },\n",
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" {\"type\": \"text\", \"text\": \"What does the image say\"},\n",
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" {\"type\": \"text\", \"text\": \"What does the image say. Format your response as a json object with a single 'text' key.\"},\n",
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" ],\n",
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" }\n",
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" ],\n",
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" response_format={ \"type\": \"json_object\" }\n",
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")\n",
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"print(response)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"![](https://user-images.githubusercontent.com/1991296/230134379-7181e485-c521-4d23-a0d6-f7b3b61ba524.png)"
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"import json\n",
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"print(json.loads(response.choices[0].message.content))"
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]
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},
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{

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