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{
"cells": [
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"import handler\n",
"import importlib\n",
"\n",
"importlib.reload(handler)\n",
"\n",
"import handler\n",
"\n",
"h = handler.EndpointHandler()"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"import base64\n",
"from pathlib import Path\n",
"\n",
"if not Path(\"What-is-an-infographic.jpg\").exists():\n",
" !wget https://visme.co/blog/wp-content/uploads/2020/02/What-is-an-infographic.jpg\n",
"\n",
"with open(\"What-is-an-infographic.jpg\", \"rb\") as f:\n",
" b64 = base64.b64encode(f.read())\n",
"\n",
"question = \"What percent of information do we understand through body language?\"\n",
"\n",
"payload = {\n",
" \"inputs\": {\n",
" \"image\": [b64.decode(\"utf-8\")]*2, \n",
" \"question\": [question]*2\n",
" }, \n",
" \"parameters\":{\n",
" \"max_new_tokens\": 10,\n",
" }}"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'output': ['55%', '55%']}"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"h(payload)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.12"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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