import os
from dotenv import load_dotenv
from qdrant_client import QdrantClient
load_dotenv()
# 1. Connect to Qdrant directly
client = QdrantClient(
url=os.getenv("QDRANT_URL"),
api_key=os.getenv("QDRANT_API_KEY"),
)
collection_name = "plant_biographies"
# 2. Check and Delete
if client.collection_exists(collection_name):
print(f"🗑️ Deleting mismatched collection: {collection_name}...")
client.delete_collection(collection_name)
print("✅ Collection deleted. Restart your main script now!")
else:
print(f"⚠️ Collection {collection_name} not found. You are good to go.")