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{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"id": "cba1cb3c-c494-4d82-a5ef-1aa92422bc0e",
"metadata": {},
"outputs": [],
"source": [
"import requests\n",
"import os"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "c598629b-d066-419d-86d6-184f612c3672",
"metadata": {},
"outputs": [],
"source": [
"API_URL = \"https://api-inference.huggingface.co/models/lxyuan/distilgpt2-finetuned-finance\"\n",
"headers = {\"Authorization\": f\"Bearer {os.environ['HG_api_key']}\"}\n",
"\n",
"def query(payload):\n",
"\tresponse = requests.post(API_URL, headers=headers, json=payload)\n",
"\treturn response.json()\n",
"\t\n",
"output = query({\n",
"\t\"inputs\": \"Can you please let us know more details about your \",\n",
"})"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "de6cac32-cbd2-4372-a642-99841876b2db",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[{'generated_text': 'Can you please let us know more details about your private investment experience or any other strategies you utilize! \\n\\nThank you in advance for your participation! \\n\\nIf I had been able to give in to this community, I would have'}]"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"output"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "8a7a4452-0f9a-4b1e-9efb-98c3d07de77a",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.11.6"
}
},
"nbformat": 4,
"nbformat_minor": 5
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