Update migrate_to_pinecone.py#1
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Pinecone Initialization:
Uses pinecone.init() and checks if the specified index exists.
Adds an environment variable for the Pinecone environment (e.g., us-west1-gcp).
Metadata Preservation:
Includes all metadata from ChromaDB in the migration process and appends the document text to the metadata.
Batching Robustness:
Handles cases where the dataset is not evenly divisible by the batch size.
Error Handling:
Validates data consistency and raises errors for missing index or improper configurations.
Progress Feedback:
Adds a progress bar using tqdm for better user experience.
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Pinecone Initialization:
Metadata Preservation:
Batching Robustness:
Error Handling:
Progress Feedback: