Record Managers Overview

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Available Components

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Use Cases and Benefits

1. Incremental Updates: They allow for efficient updating of vector stores by identifying which documents have changed since the last update, reducing processing time and resource usage.
2. Version Control: Keep track of document versions and when they were last updated or inserted into the vector database.
3. Cleanup Operations: Facilitate the removal of outdated or deleted documents from vector stores, maintaining data relevance and optimizing storage.
4. Consistency Management: Ensure consistency between source documents and their representations in vector databases.
5. Large-Scale Document Processing: Support batch operations for improved performance when dealing with large document collections.
6. Namespace Organization: Allow for the organization of records into namespaces, useful for managing multiple projects or datasets within the same database.
7. Time-Based Queries: Enable retrieval of documents based on specific time ranges, useful for time-sensitive applications or auditing purposes.