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{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"work_directory = r\"D:\\Project_Multimedika\\Projek_2\\fullstack_summarizer_and_bot_development\\backend\"\n",
"os.chdir(work_directory)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'D:\\\\Project_Multimedika\\\\Projek_2\\\\fullstack_summarizer_and_bot_development\\\\backend'"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%pwd"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"<class 'pinecone.core.openapi.data.model.query_response.QueryResponse'>\n",
"pinecone database deleted\n"
]
}
],
"source": [
"# pip install \"pinecone[grpc]\"\n",
"from pinecone.grpc import PineconeGRPC as Pinecone\n",
"from dotenv import load_dotenv\n",
"import os\n",
"import random\n",
"\n",
"load_dotenv()\n",
"\n",
"# api_key = os.getenv(\"PINECONE_API_KEY\")\n",
"api_key = \"pcsk_aZM8H_P9cK1nfUghBNJfiAhvRM6zgfgiBsHhtJDwydZaXZp47pKSQBFP6J7rmVPwqDYHW\"\n",
"pc = Pinecone(api_key=api_key)\n",
"# index = pc.Index(\"summarizer-semantic-index\")\n",
"index = pc.Index(\"multimedika\")\n",
"\n",
"# random_vector = [random.uniform(0, 1) for _ in range(1536)]\n",
"random_vector = [random.uniform(0, 1) for _ in range(768)]\n",
"results = index.query(\n",
" vector=random_vector,\n",
" top_k=10000,\n",
" filter={\n",
" \"url\": {\"$eq\": \"test\"},\n",
" },\n",
")\n",
"\n",
"ids = set()\n",
"print(type(results))\n",
"for result in results['matches']:\n",
" ids.add(result['id'])\n",
" \n",
"index.delete(ids=ids)\n",
"print(\"pinecone database deleted\")"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "fullstack",
"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": "3.11.9"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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