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[DOC] Enhance Memory Footprint Document #1588

@singhmanas1

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@singhmanas1

Add the memory footprint for the following workload:

  1. Streaming cagra index build -- build ivf-pq in batches and run cagra::optimize() [Relevant to Serverless deployment]
  2. Disk based cagra index build - building knn graph with data streaming from disk.
  3. CAGRA --> HNSW conversion

Document: https://docs.rapids.ai/api/cuvs/stable/neighbors/cagra/#memory-footprint

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