Metrics were measured on a subsample (100k products, 10k queries) with
all relevant documents included, so they are not comparable to official
Amazon ESCI benchmarks. Add inline notes at each metric table/result.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Replace "ANCE" with "ANCE-inspired" throughout since the implementation
uses Qdrant's exact inverted index, not ANN. Reference the original
ANCE paper (Xiong et al., arxiv 2007.00808) in Part 3.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Update links from thierrypdamiba/finetune-ecommerce-search to
qdrant-labs/devrel-projects/tree/main/qdrant-sparse-finetune across
all 5 articles.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>