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from qdrant_client import QdrantClient
from qdrant_client.http import models
import os
from dotenv import load_dotenv
load_dotenv()
qdrant_client = QdrantClient(
url = os.getenv("QDRANT_URL"),
api_key = os.getenv("QDRANT_API_KEY"),
)
try:
collection_info = qdrant_client.get_collection("question_tests")
except Exception as e:
qdrant_client.create_collection(
collection_name="question_tests",
vectors_config=models.VectorParams(size=768, distance=models.Distance.COSINE),
)
print("Qdrant Database connected")
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