import pickle
import pinecone

# Load embeddings
with open('embeddings.pkl', 'rb') as f:
    embeddings = pickle.load(f)

# Initialize Pinecone
pinecone.init(api_key="6d5279f7-a4df-498e-a379-c975cfa2641b")
index_name = "sagegpt4-index"

# Deindex if index already exists
if index_name in pinecone.list_indexes():
    pinecone.deindex(index_name)

# Create index
pinecone.create_index(index_name, metric="cosine", shards=1)

# Upsert data to Pinecone
pinecone.upsert(index=index_name, items=embeddings)

# Don't forget to deactivate the Pinecone when you're done
pinecone.deinit()