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Parent(s):
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Synced repo using 'sync_with_huggingface' Github Action
Browse files- demo.ipynb +285 -0
demo.ipynb
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| 1 |
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{
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| 2 |
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"nbformat": 4,
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| 3 |
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"nbformat_minor": 0,
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| 4 |
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"metadata": {
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| 5 |
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"colab": {
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| 6 |
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"provenance": [],
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| 7 |
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"toc_visible": true
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| 8 |
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},
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| 9 |
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"kernelspec": {
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| 10 |
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"name": "python3",
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| 11 |
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"display_name": "Python 3"
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| 12 |
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},
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| 13 |
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"language_info": {
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| 14 |
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"name": "python"
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| 15 |
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}
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| 16 |
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},
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| 17 |
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"cells": [
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| 18 |
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{
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| 19 |
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"cell_type": "markdown",
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| 20 |
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"source": [
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| 21 |
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"# Installation"
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| 22 |
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],
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| 23 |
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"metadata": {
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| 24 |
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"id": "3BsHLvatMMBp"
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| 25 |
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}
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| 26 |
+
},
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| 27 |
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{
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| 28 |
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"cell_type": "code",
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| 29 |
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"source": [
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| 30 |
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"!pip install -q openai\n",
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| 31 |
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"!pip install -q gradio"
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| 32 |
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],
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| 33 |
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"metadata": {
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| 34 |
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"colab": {
|
| 35 |
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"base_uri": "https://localhost:8080/"
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| 36 |
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},
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| 37 |
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"id": "EEuRe-IZGfcO",
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| 38 |
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"outputId": "553d78e9-a5e0-4326-eba1-01e347de5a1d"
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| 39 |
+
},
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| 40 |
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"execution_count": 1,
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| 41 |
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"outputs": [
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{
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"output_type": "stream",
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"name": "stdout",
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| 45 |
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"text": [
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| 46 |
+
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m70.3/70.3 kB\u001b[0m \u001b[31m1.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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| 47 |
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"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.0/1.0 MB\u001b[0m \u001b[31m13.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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| 48 |
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"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m158.8/158.8 kB\u001b[0m \u001b[31m7.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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| 49 |
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"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m269.3/269.3 kB\u001b[0m \u001b[31m2.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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| 50 |
+
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m114.2/114.2 kB\u001b[0m \u001b[31m3.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 51 |
+
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m17.3/17.3 MB\u001b[0m \u001b[31m42.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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| 52 |
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"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m200.1/200.1 kB\u001b[0m \u001b[31m9.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 53 |
+
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m129.7/129.7 kB\u001b[0m \u001b[31m2.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 54 |
+
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m57.0/57.0 kB\u001b[0m \u001b[31m2.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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| 55 |
+
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m45.7/45.7 kB\u001b[0m \u001b[31m2.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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| 56 |
+
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m57.8/57.8 kB\u001b[0m \u001b[31m3.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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| 57 |
+
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m286.2/286.2 kB\u001b[0m \u001b[31m16.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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| 58 |
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"\u001b[?25h Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
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| 59 |
+
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m75.3/75.3 kB\u001b[0m \u001b[31m7.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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| 60 |
+
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m50.5/50.5 kB\u001b[0m \u001b[31m4.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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| 61 |
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"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m140.5/140.5 kB\u001b[0m \u001b[31m6.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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| 62 |
+
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━���━━━━━━━━━━\u001b[0m \u001b[32m66.9/66.9 kB\u001b[0m \u001b[31m5.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 63 |
+
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m70.6/70.6 kB\u001b[0m \u001b[31m7.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 64 |
+
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m58.3/58.3 kB\u001b[0m \u001b[31m6.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
|
| 65 |
+
"\u001b[?25h Building wheel for ffmpy (setup.py) ... \u001b[?25l\u001b[?25hdone\n"
|
| 66 |
+
]
|
| 67 |
+
}
|
| 68 |
+
]
|
| 69 |
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},
|
| 70 |
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{
|
| 71 |
+
"cell_type": "markdown",
|
| 72 |
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"source": [
|
| 73 |
+
"# Imports"
|
| 74 |
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],
|
| 75 |
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"metadata": {
|
| 76 |
+
"id": "unIGGtl_MO4u"
|
| 77 |
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}
|
| 78 |
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},
|
| 79 |
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{
|
| 80 |
+
"cell_type": "code",
|
| 81 |
+
"source": [
|
| 82 |
+
"import openai\n",
|
| 83 |
+
"import gradio as gr"
|
| 84 |
+
],
|
| 85 |
+
"metadata": {
|
| 86 |
+
"id": "dOxJoWGvLFne"
|
| 87 |
+
},
|
| 88 |
+
"execution_count": 2,
|
| 89 |
+
"outputs": []
|
| 90 |
+
},
|
| 91 |
+
{
|
| 92 |
+
"cell_type": "markdown",
|
| 93 |
+
"source": [
|
| 94 |
+
"# API Key\n",
|
| 95 |
+
"\n",
|
| 96 |
+
"openai.api_key = Replace this with your API key: https://beta.openai.com/docs/quickstart/add-your-api-key\n"
|
| 97 |
+
],
|
| 98 |
+
"metadata": {
|
| 99 |
+
"id": "XRwvS_F2MYCZ"
|
| 100 |
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}
|
| 101 |
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},
|
| 102 |
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{
|
| 103 |
+
"cell_type": "code",
|
| 104 |
+
"source": [
|
| 105 |
+
"openai.api_key = \"sk-\" # Replace this with your API key: https://beta.openai.com/docs/quickstart/add-your-api-key"
|
| 106 |
+
],
|
| 107 |
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"metadata": {
|
| 108 |
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"id": "ev3uSJn_MUdv"
|
| 109 |
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},
|
| 110 |
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"execution_count": 7,
|
| 111 |
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"outputs": []
|
| 112 |
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},
|
| 113 |
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{
|
| 114 |
+
"cell_type": "markdown",
|
| 115 |
+
"source": [
|
| 116 |
+
"# OpenAI Chat"
|
| 117 |
+
],
|
| 118 |
+
"metadata": {
|
| 119 |
+
"id": "cfpMV1W7MdBW"
|
| 120 |
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}
|
| 121 |
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},
|
| 122 |
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{
|
| 123 |
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"cell_type": "code",
|
| 124 |
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"source": [
|
| 125 |
+
"def openai_chat(prompt):\n",
|
| 126 |
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" completions = openai.Completion.create(\n",
|
| 127 |
+
" engine=\"text-davinci-003\",\n",
|
| 128 |
+
" prompt=prompt,\n",
|
| 129 |
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" max_tokens=1024,\n",
|
| 130 |
+
" n=1,\n",
|
| 131 |
+
" temperature=0.5,\n",
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| 132 |
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" )\n",
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| 133 |
+
"\n",
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| 134 |
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" message = completions.choices[0].text\n",
|
| 135 |
+
" return message.strip()"
|
| 136 |
+
],
|
| 137 |
+
"metadata": {
|
| 138 |
+
"id": "h8EY5yomJDC_"
|
| 139 |
+
},
|
| 140 |
+
"execution_count": 8,
|
| 141 |
+
"outputs": []
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"cell_type": "markdown",
|
| 145 |
+
"source": [
|
| 146 |
+
"# Gradio Interface Function"
|
| 147 |
+
],
|
| 148 |
+
"metadata": {
|
| 149 |
+
"id": "Z8j5l3L1MgTo"
|
| 150 |
+
}
|
| 151 |
+
},
|
| 152 |
+
{
|
| 153 |
+
"cell_type": "code",
|
| 154 |
+
"source": [
|
| 155 |
+
"def chatbot(key, input, history=[]):\n",
|
| 156 |
+
" openai.api_key = key\n",
|
| 157 |
+
" output = openai_chat(input)\n",
|
| 158 |
+
" history.append((input, output))\n",
|
| 159 |
+
" return history, history"
|
| 160 |
+
],
|
| 161 |
+
"metadata": {
|
| 162 |
+
"id": "njt_0emtJDJp"
|
| 163 |
+
},
|
| 164 |
+
"execution_count": 10,
|
| 165 |
+
"outputs": []
|
| 166 |
+
},
|
| 167 |
+
{
|
| 168 |
+
"cell_type": "markdown",
|
| 169 |
+
"source": [
|
| 170 |
+
"# Launch Interface"
|
| 171 |
+
],
|
| 172 |
+
"metadata": {
|
| 173 |
+
"id": "IIr6DORaMjWf"
|
| 174 |
+
}
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"cell_type": "code",
|
| 178 |
+
"execution_count": null,
|
| 179 |
+
"metadata": {
|
| 180 |
+
"colab": {
|
| 181 |
+
"base_uri": "https://localhost:8080/",
|
| 182 |
+
"height": 1000
|
| 183 |
+
},
|
| 184 |
+
"id": "XuUV25fQGB0I",
|
| 185 |
+
"outputId": "677e9563-29af-41c1-d8a2-40fddffd6a02"
|
| 186 |
+
},
|
| 187 |
+
"outputs": [
|
| 188 |
+
{
|
| 189 |
+
"output_type": "stream",
|
| 190 |
+
"name": "stdout",
|
| 191 |
+
"text": [
|
| 192 |
+
"Colab notebook detected. This cell will run indefinitely so that you can see errors and logs. To turn off, set debug=False in launch().\n",
|
| 193 |
+
"Note: opening Chrome Inspector may crash demo inside Colab notebooks.\n",
|
| 194 |
+
"\n",
|
| 195 |
+
"To create a public link, set `share=True` in `launch()`.\n"
|
| 196 |
+
]
|
| 197 |
+
},
|
| 198 |
+
{
|
| 199 |
+
"output_type": "display_data",
|
| 200 |
+
"data": {
|
| 201 |
+
"text/plain": [
|
| 202 |
+
"<IPython.core.display.Javascript object>"
|
| 203 |
+
],
|
| 204 |
+
"application/javascript": [
|
| 205 |
+
"(async (port, path, width, height, cache, element) => {\n",
|
| 206 |
+
" if (!google.colab.kernel.accessAllowed && !cache) {\n",
|
| 207 |
+
" return;\n",
|
| 208 |
+
" }\n",
|
| 209 |
+
" element.appendChild(document.createTextNode(''));\n",
|
| 210 |
+
" const url = await google.colab.kernel.proxyPort(port, {cache});\n",
|
| 211 |
+
"\n",
|
| 212 |
+
" const external_link = document.createElement('div');\n",
|
| 213 |
+
" external_link.innerHTML = `\n",
|
| 214 |
+
" <div style=\"font-family: monospace; margin-bottom: 0.5rem\">\n",
|
| 215 |
+
" Running on <a href=${new URL(path, url).toString()} target=\"_blank\">\n",
|
| 216 |
+
" https://localhost:${port}${path}\n",
|
| 217 |
+
" </a>\n",
|
| 218 |
+
" </div>\n",
|
| 219 |
+
" `;\n",
|
| 220 |
+
" element.appendChild(external_link);\n",
|
| 221 |
+
"\n",
|
| 222 |
+
" const iframe = document.createElement('iframe');\n",
|
| 223 |
+
" iframe.src = new URL(path, url).toString();\n",
|
| 224 |
+
" iframe.height = height;\n",
|
| 225 |
+
" iframe.allow = \"autoplay; camera; microphone; clipboard-read; clipboard-write;\"\n",
|
| 226 |
+
" iframe.width = width;\n",
|
| 227 |
+
" iframe.style.border = 0;\n",
|
| 228 |
+
" element.appendChild(iframe);\n",
|
| 229 |
+
" })(7860, \"/\", \"100%\", 500, false, window.element)"
|
| 230 |
+
]
|
| 231 |
+
},
|
| 232 |
+
"metadata": {}
|
| 233 |
+
},
|
| 234 |
+
{
|
| 235 |
+
"output_type": "stream",
|
| 236 |
+
"name": "stderr",
|
| 237 |
+
"text": [
|
| 238 |
+
"Traceback (most recent call last):\n",
|
| 239 |
+
" File \"/usr/local/lib/python3.9/dist-packages/gradio/routes.py\", line 401, in run_predict\n",
|
| 240 |
+
" output = await app.get_blocks().process_api(\n",
|
| 241 |
+
" File \"/usr/local/lib/python3.9/dist-packages/gradio/blocks.py\", line 1302, in process_api\n",
|
| 242 |
+
" result = await self.call_function(\n",
|
| 243 |
+
" File \"/usr/local/lib/python3.9/dist-packages/gradio/blocks.py\", line 1025, in call_function\n",
|
| 244 |
+
" prediction = await anyio.to_thread.run_sync(\n",
|
| 245 |
+
" File \"/usr/local/lib/python3.9/dist-packages/anyio/to_thread.py\", line 31, in run_sync\n",
|
| 246 |
+
" return await get_asynclib().run_sync_in_worker_thread(\n",
|
| 247 |
+
" File \"/usr/local/lib/python3.9/dist-packages/anyio/_backends/_asyncio.py\", line 937, in run_sync_in_worker_thread\n",
|
| 248 |
+
" return await future\n",
|
| 249 |
+
" File \"/usr/local/lib/python3.9/dist-packages/anyio/_backends/_asyncio.py\", line 867, in run\n",
|
| 250 |
+
" result = context.run(func, *args)\n",
|
| 251 |
+
" File \"<ipython-input-10-39e04040fe2f>\", line 3, in chatbot\n",
|
| 252 |
+
" output = openai_chat(input)\n",
|
| 253 |
+
" File \"<ipython-input-8-075d166a6c82>\", line 2, in openai_chat\n",
|
| 254 |
+
" completions = openai.Completion.create(\n",
|
| 255 |
+
" File \"/usr/local/lib/python3.9/dist-packages/openai/api_resources/completion.py\", line 25, in create\n",
|
| 256 |
+
" return super().create(*args, **kwargs)\n",
|
| 257 |
+
" File \"/usr/local/lib/python3.9/dist-packages/openai/api_resources/abstract/engine_api_resource.py\", line 153, in create\n",
|
| 258 |
+
" response, _, api_key = requestor.request(\n",
|
| 259 |
+
" File \"/usr/local/lib/python3.9/dist-packages/openai/api_requestor.py\", line 226, in request\n",
|
| 260 |
+
" resp, got_stream = self._interpret_response(result, stream)\n",
|
| 261 |
+
" File \"/usr/local/lib/python3.9/dist-packages/openai/api_requestor.py\", line 620, in _interpret_response\n",
|
| 262 |
+
" self._interpret_response_line(\n",
|
| 263 |
+
" File \"/usr/local/lib/python3.9/dist-packages/openai/api_requestor.py\", line 683, in _interpret_response_line\n",
|
| 264 |
+
" raise self.handle_error_response(\n",
|
| 265 |
+
"openai.error.AuthenticationError: You didn't provide an API key. You need to provide your API key in an Authorization header using Bearer auth (i.e. Authorization: Bearer YOUR_KEY), or as the password field (with blank username) if you're accessing the API from your browser and are prompted for a username and password. You can obtain an API key from https://platform.openai.com/account/api-keys.\n"
|
| 266 |
+
]
|
| 267 |
+
}
|
| 268 |
+
],
|
| 269 |
+
"source": [
|
| 270 |
+
"gr.Interface(fn = chatbot,\n",
|
| 271 |
+
" inputs = [\"text\",\"text\",'state'],\n",
|
| 272 |
+
" outputs = [\"chatbot\",'state']).launch(debug = True)"
|
| 273 |
+
]
|
| 274 |
+
},
|
| 275 |
+
{
|
| 276 |
+
"cell_type": "code",
|
| 277 |
+
"source": [],
|
| 278 |
+
"metadata": {
|
| 279 |
+
"id": "u54uD3Z8Ig-6"
|
| 280 |
+
},
|
| 281 |
+
"execution_count": null,
|
| 282 |
+
"outputs": []
|
| 283 |
+
}
|
| 284 |
+
]
|
| 285 |
+
}
|