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Docsp 51969 -- [AVS] Create and test existing notebook for Voyage Quantization and add it to docs-notebooks#37

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DOCSP-51969
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Docsp 51969 -- [AVS] Create and test existing notebook for Voyage Quantization and add it to docs-notebooks#37
xargom wants to merge 7 commits into
mainfrom
DOCSP-51969

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@xargom xargom commented May 18, 2026

Summary

  • Adds AutomaticQuantizationWithVoyageAI.ipynb to the quantization/ directory
  • Companion notebook for the Automatic Quantization with Voyage AI tutorial
  • Covers scalar and binary quantization vs. full precision float32, latency benchmarking across varying top-k and numCandidates values, and retention/recall measurement against a ground truth dataset
  • Notebook has been successfully tested

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DOCSP-51969

- Add isinstance guard before eval() in generate_bson_vector
- Remove dead predicate scaffolding in setup_vector_search_index
- Fix vector_search_indicies typo to vector_search_indices
- Wire format_time into latency print in measure_latency_with_varying_topk
- Fix all_latency_results DataFrame construction (flatten list of lists)
- Fix ENN baseline to use baseline_index_name param in measure_representational_capacity_retention_against_float_enn
- Update Colab badge to GitHub URL (was private Drive file ID)
- Fix tutorial URL path from /docs/atlas/atlas-vector-search/ to /docs/vector-search/
@xargom xargom changed the title Docsp 51969 Docsp 51969 -- [AVS] Create and test existing notebook for Voyage Quantization and add it to docs-notebooks May 19, 2026
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LGTM!

@xargom xargom closed this May 19, 2026
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