| 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() | |