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>
Log saturation (ReLU + log1p) is applied per-token before max pooling
across positions, not after. Fix text descriptions and pipeline diagram.
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>
* initial commit; fixed anchor links on internal docs pages
* add back in absolute paths for links in code comments
* fix: update linkchecker include filter to match server port 1314
PR #1629 changed the Hugo server to port 1314 but forgot to update
the --include filter, which still matched port 1313. This caused all
links to be excluded, making the checker a no-op (0 checked, 82277 excluded).
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* Fix url rewrite regex so images are not impacted
* Fix links from non-documentation pages
* Fix broken links
* more broken links
* more broken links
* broken link
* Add srcset width descriptor to .lycheeignore
* Ignore URLs that contain a % character
* Anchor regex so it matches the entire URL
---------
Co-authored-by: kanungle <neil.kanungo@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com>
