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Dan Stillman a5fd13e2a4 Subtract each model's mean vector before comparing embeddings 
Every embedding a model produces shares a large common direction that
says nothing about the text, so items with little content scored as
moderate matches against everything: for the query "sun", an item titled
"C" outscored a paper about a coronal mass ejection. Removing that
direction spreads the scores out, so no relevance reads as no score.

The mean is a constant per model, computed over titles and abstracts
across fields and languages, and applies to stored vectors as they're
compared, so the index doesn't change. Display ranges are refit to the
scores that result.
2026-08-05 15:41:42 -04:00
.github/workflows CI: Don't run duplicate jobs for same-repo pull requests 2026-07-08 10:50:32 -04:00
app Restore dxcompiler.dll on Windows for WebGPU and leave WebGPU pref on 2026-08-05 14:10:04 -04:00
chrome Subtract each model's mean vector before comparing embeddings 2026-08-05 15:41:42 -04:00
defaults/preferences Replace the best-match top-K cutoff with a ranked Relevance column 2026-08-05 15:26:55 -04:00
document-worker@6d0c0ce45d Update document-worker submodule 2026-07-15 12:52:00 -04:00
js-build Add SDT support 2026-06-12 13:47:08 +03:00
note-editor@acec74d09b Improve undo/redo in the note editor (#3398) 2026-07-31 14:22:53 +02:00
reader@c6edbfff75 Update reader submodule 2026-07-20 10:50:56 -04:00
resource Generate embeddings with Firefox's inference runtime 2026-08-05 15:41:41 -04:00
scripts Add script for pulling Fluent translations 2026-01-25 22:15:29 -05:00
scss Explain the semantic search model choice in the preferences 2026-08-05 15:41:40 -04:00
styles@dff7452b24 Update translators, styles, CSL locales, and renamed-styles.json 2026-04-02 15:51:43 -04:00
test Subtract each model's mean vector before comparing embeddings 2026-08-05 15:41:42 -04:00
translators@60f2d542ff Update translators submodule 2026-07-15 12:52:54 -04:00
types/gecko fx140: Update type definitions 2025-07-30 22:30:37 -04:00
.babelrc Use production builds of react libraries (#4482) 2024-08-02 03:43:02 -04:00
.gitattributes local semantic search on abstracts 2026-08-05 15:26:55 -04:00
.gitignore Use user-provided codesign script for Windows signing 2024-04-08 10:12:58 +01:00
.gitmodules Rename pdf-worker submodule to document-worker 2026-04-22 15:50:02 -04:00
chrome.manifest Remove old citation dialogs (#5177) 2025-04-02 05:26:06 -04:00
CLAUDE.md Rename pdf-worker submodule to document-worker 2026-04-22 15:50:02 -04:00
CONTRIBUTING.md Add "support questions" to CONTRIBUTING.md 2022-12-01 05:10:42 -05:00
COPYING Update COPYING 2018-03-26 11:27:48 +02:00
eslint.config.mjs Convert ItemPane{SectionElement,Container}Base to ES modules 2026-05-18 15:48:31 -04:00
package-lock.json Update package-lock.json 2026-01-29 13:22:13 -05:00
package.json Upgrade ftl-tx. Fix #5671. 2025-12-20 02:22:23 +01:00
README.md "Zotero wiki" → "Zotero documentation" in app build README 2023-04-26 04:40:22 -04:00
update.rdf Update Fx minVersion to 45 2016-12-13 09:12:55 -05:00
version Update version to 11.0 2026-08-03 14:14:05 -04:00

README.md

Zotero

CI

Zotero is a free, easy-to-use tool to help you collect, organize, cite, and share your research sources.

Please post feature requests or bug reports to the Zotero Forums. If you're having trouble with Zotero, see Getting Help.

For more information on how to use this source code, see the Zotero documentation.