demeter

 1import os
 2from dotenv import load_dotenv
 3from qdrant_client import QdrantClient
 4
 5load_dotenv()
 6
 7# 1. Connect to Qdrant directly
 8client = QdrantClient(
 9    url=os.getenv("QDRANT_URL"),
10    api_key=os.getenv("QDRANT_API_KEY"),
11)
12
13collection_name = "plant_biographies"
14
15# 2. Check and Delete
16if client.collection_exists(collection_name):
17    print(f"🗑️  Deleting mismatched collection: {collection_name}...")
18    client.delete_collection(collection_name)
19    print("✅ Collection deleted. Restart your main script now!")
20else:
21    print(f"⚠️  Collection {collection_name} not found. You are good to go.")