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- Implemented Upstash Vector as a cloud-based storage solution for document chunks, replacing the local LanceDB option. - Added auto-detection of storage mode based on environment variables for seamless integration. - Updated the chat API to utilize the new retrieval mechanism, enhancing response accuracy and performance. - Enhanced README with setup instructions for Upstash and updated environment variable requirements. - Introduced new scripts and configurations for managing the vector index and API interactions.