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Author SHA1 Message Date
Dylan CouzonandClaude Opus 4.7 433cae62a5 rename dense_summary to dense_abstract and explain chunking choice 
The arxiv data has abstracts, not summaries. Renaming the named
vector and prose throughout removes the ambiguity flagged on the PR.
Adds a short paragraph to the Dataset section explaining that
abstracts fit any embedding model's context window, so chunking is
included to mirror the pipeline shape you'd use on full bodies.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-11 15:03:52 -04:00
Dylan CouzonandClaude Opus 4.7 972568940d switch tutorial to qdrant cloud inference and core bm25 
Drops FastEmbed in favor of server-side embedding via Cloud Inference
for dense vectors and core BM25 (in Qdrant since 1.15) for sparse.
Simplifies ingestion and query code; adds an aside covering the
self-host path. Also clears two em dashes from the tutorial prose.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-11 14:48:21 -04:00
Dylan CouzonandClaude Opus 4.7 300397b467 point hybrid search prerequisite at text search guide 
Replaces the FastEmbed tutorial link with the hybrid search section
of the core Text Search guide, since FastEmbed is a satellite library.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-11 14:32:47 -04:00
Dylan Couzon 66264ac07c Improve category filter and scale corpus to match notebook 2026-05-06 16:54:52 -04:00
Dylan Couzon 81747bcbf2 remove instructions 2026-05-06 15:00:06 -04:00
Dylan CouzonandClaude Opus 4.7 bb877b23f7 add cross-links from search and vectors docs to multi-rep tutorial 
- hybrid-queries: see-also link at end of grouping section
- vectors: clarify MaxSim returns one combined score and point to named vectors + tutorial
- text-search: BM25 short-field calibration note plus BM25F workaround pointer

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-05 19:10:24 -04:00
Dylan Couzon 120895c75d update notebook 2026-05-05 19:00:14 -04:00
Dylan Couzon 67ebec2831 add sidebar + menu references 2026-05-05 09:57:35 -04:00
Dylan Couzon ce3223541f add tutorial 2026-05-05 09:57:25 -04:00
Dylan Couzon 384ef7f8f7 Update multi-representation-search-task.md 2026-05-05 08:31:19 -04:00
Dylan Couzon 1cedd9ccaf Add instructions 2026-04-28 09:28:12 -04:00
nastyapashandtrean 3e30b8da1d Create Vsd Page (#2304) 
* Create Vsd Page

* minor tweaks

* update index.md

* update vsd-hero.md file

* rename date field

* common fixes

* small fixes

* header fix

---------

Co-authored-by: trean <trean.mi@gmail.com>
 2026-04-24 22:01:34 +02:00
Abdon PijpelinkandTim Visée c7e2f8a98c Clarify default wait behavior with prevent_unoptimized (#2302) 
* Clarify default wait behavior with prevent_unoptimized

* Update qdrant-landing/content/documentation/ops-optimization/optimizer.md

Co-authored-by: Tim Visée <tim@visee.me>

---------

Co-authored-by: Tim Visée <tim@visee.me>
 2026-04-24 09:56:39 +02:00
Anush 9dbd5a10f9 docs: Use gemini-embedding-2 in gemini.md (#2299) 2026-04-23 21:42:58 +05:30
trean e231339968 fix stretched image on the cloud page (#2295) 2026-04-22 18:37:29 +02:00
Abdon Pijpelink 434a451c2b Update Hybrid Search with Reranking tutorial (#2274) 
* Update for Cloud Inference and data ingestion

* Fix link

* Review feedback

* Make code snippets testable

* Add C# code snippets

* Add Go code snippets

* Add Java code snippets

* Add Rust code snippets

* Add TS code snippets

* Move CSV streaming/parsing to separate function
 2026-04-22 11:03:05 +02:00
Abdon PijpelinkandClaude Sonnet 4.6 bc0efe70b0 Sync language tabs across widgets and persist selection (#2291) 
Clicking a language tab now switches all other code-snippet widgets on
the page to the same language, and the choice is saved to localStorage
so it is auto-applied on future page loads.

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-22 09:17:56 +02:00
Abdon PijpelinkandClaude Sonnet 4.6 b93c8379e2 Use section _index.md titles in docs breadcrumbs instead of humanized URL slugs (#2290) 
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-22 09:16:27 +02:00
nastyapashandtrean 7bbc520de9 Update advanced-search page (#2269) 
* update advanced-search page

# Conflicts:
#	qdrant-landing/themes/qdrant-2024/assets/css/partials/_use-cases-vector-hero.scss

* update link in hero section

* revert (temporarily?) renaming a multimodal search card

---------

Co-authored-by: trean <trean.mi@gmail.com>
 2026-04-21 18:00:07 +02:00
Manas Chopra 247d2ea0d0 Merge pull request #2293 from qdrant/feat/update-stars-page 
added kevin as a star and changed title of tarun
 2026-04-21 21:19:33 +05:30
Manas Chopra ace36ef85e lychee link checker fix 2026-04-21 21:15:21 +05:30
Manas Chopra a8017e2c97 added kevin as a star and changed title of tarun 2026-04-21 21:11:15 +05:30
trean 9688ad62c8 Replace the filters image on the home page (#2281) 
* replace images, css fix

* replaced images
 2026-04-21 17:35:43 +02:00
Dylan Couzon 6f6b537a09 Merge pull request #2285 from qdrant/gitignore-update 
chore: ignore local tooling artifacts and lockfile
 2026-04-21 10:52:48 -04:00
Abdon Pijpelink b23b94b3c5 "Things to Check Before Taking Qdrant into Production" guide (#2219) 
* Update Qdrant logo in tradeoff image

* Add production checklist

* Add payload indexing

* Review feedback

* Review feedback

* Small edits

* Fix links
 2026-04-21 14:36:33 +02:00
Abdon PijpelinkandTim Visée ca7aaa7499 Tweak prevent unoptimized docs (#2284) 
* Add stronger wording about wait=true

* Position indexed_only and prevent_unoptimized as alternatives

* Review feedback

* Apply suggestions from code review

Co-authored-by: Tim Visée <tim+github@visee.me>

* Small edit

---------

Co-authored-by: Tim Visée <tim+github@visee.me>
 2026-04-21 14:10:27 +02:00
m-qdrant c503c2fe36 Merge pull request #2289 from qdrant/maddie-qdrant-patch-6 
Update top-banner.md
 2026-04-21 07:25:28 -04:00
m-qdrant 6a389bccfa Update top-banner.md 2026-04-21 07:21:46 -04:00
m-qdrant 3cc86a1e69 Merge pull request #2267 from qdrant/blog-vsd-sf-announcement 
Create vector-space-day-2026-sf.md
 2026-04-21 07:19:12 -04:00
Maddie Duhon f088503cb0 update 2026-04-21 07:16:28 -04:00
Maddie Duhon 63a01536c8 update 2026-04-20 13:57:18 -04:00
Maddie Duhon ff48eb791b updated-image 2026-04-20 13:41:15 -04:00
kanungleandAbdon Pijpelink 544708f293 Restructure Docs - Stage 4a (#2280) 
* create Develop and Deploy tabs; move Operations; re-weight pages

* move capacity planning page; create section dropdown content

* added aliases to frontmatter

* update link references to new canonical links; maintain anchoring

* address remaining link issues and errors

* fix outlier tutorial reference issue

* Treat 'develop' and 'deploy' as a unified search space

* fix some frontmatter aliases

* add section header redirects

* fix 'Operations' redirect to go to 'Deploy' tab

* update redirects file for * pattern

* add :splat to redirect references

* Add wildcard to each entry in _redirects file

---------

Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com>
 2026-04-20 18:03:45 +02:00
Andrey Vasnetsov 7b463c5ae5 Update io_uring.md 2026-04-20 17:20:42 +02:00
Dylan Couzon 5afc3b2c8c chore: ignore local tooling artifacts and lockfile 2026-04-20 11:08:39 -04:00
Maddie Duhon 8deb5dfda0 update 2026-04-20 11:05:47 -04:00
generall aac9250eca Update GitHub Stars 2026-04-19 17:09:56 +00:00
Derrick MwitiandAbdon Pijpelink dc564bbab0 Time based sharding tutorial (#1805) 
* add snippets

* add snippets

* add snippets

* add snippets descriptions

* Initial commit

* Updated tutorial

* Expand on shard_number

* Add sentence about optimal batch size

* Show how to query multiple shards

* Small edits

* Fixes

* Add to landing page; adjust weight

* Clean up code snippets

* Don't set shard_key in code snippet

* Review feedback

* Update links to moved pages

* Add C# code snippets

* Add Go code snippets

* Add Java code snippets

* Add Rust code snippets

* Add TS code snippets

* Add note about changing collection settings

* Move CSV parsing to separate function

* Trigger Build

* Remove unused dependency

---------

Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com>
 2026-04-16 22:19:08 +02:00
Maddie Duhon 0ffe9f3bd2 added-hackathon 2026-04-16 15:11:58 -04:00
Bastian Hofmann 6d041d78ba Merge pull request #2257 from qdrant/feat/bashofmann/multi-az 
Add documentation for Multi AZ clusters
 2026-04-15 15:57:14 +02:00
Filip Makraduli 44cf24a4aa Add Superlinked embeddings provider page (#2276) 
Adds a documentation page for Superlinked (SIE) as a Qdrant embedding
provider. The sie-qdrant package provides SIEVectorizer for dense
embeddings and SIENamedVectorizer for multi-type (dense, sparse, and
multivector/ColBERT) embeddings, enabling hybrid search via Qdrant's
Reciprocal Rank Fusion and native MaxSim retrieval via MultiVectorConfig.
Python-only.
 2026-04-14 15:57:41 +05:30
Abdon Pijpelink 0c46056b24 Add redirect for Cloud Quickstart (#2277) 
* Add redirect for Cloud Quickstart

* Remove slash
 2026-04-14 09:55:02 +02:00
nastyapash fc5dca9af8 Update data-analysis page (#2272) 
* update data-analysis page

* update link in hero section
 2026-04-13 16:01:40 +02:00
nastyapash ea1337c993 Update rag page (#2271) 
* update rag page

* update link in hero section
 2026-04-13 15:59:19 +02:00
nastyapash 831459ffb4 Update recommendations page (#2270) 
* update recommendations page

* update link in hero section
 2026-04-13 15:56:24 +02:00
nastyapash 20cce21230 Update images on use-cases page (#2268) 
* update images on use-cases page

* update styles
 2026-04-13 13:58:41 +02:00
trean 329fe1220a fix minimal page height for subscriptions (#2266) 2026-04-13 13:50:32 +02:00
generall 09db38840b Update GitHub Stars 2026-04-12 17:08:48 +00:00
Abdon Pijpelink 2b586cadb1 Clarify upload queue in Edge synchronization guide (#2259) 2026-04-10 15:49:56 +02:00
Maddie Duhon 3f1fe6d7ef image 2026-04-09 15:26:51 -04:00