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Author SHA1 Message Date
Abdon PijpelinkandTim Visée cf94245089 Increase payload indexing advice visibility (#2360) 
* Add new 'Create a Payload Index' section

* Add indexing tip to low latency search, search, and filtering docs

* Add bash code snippet

* Edits

* Update qdrant-landing/content/documentation/manage-data/indexing.md

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

---------

Co-authored-by: Tim Visée <tim@visee.me>
 2026-05-20 10:05:33 +02:00
Abdon Pijpelink 97b3a05c5f Reorganize search tutorials (#2352) 
* Restructure search tutorials

* Deleted moved tutorial

* Re-instate deleted frontmatter

* Fix links to moved files

* Move code search and build tutorials to 'Develop&Implement' section

* Update landing pages too

* Fix broken links
 2026-05-19 16:38:52 +02:00
Abdon Pijpelink 1a0f06231c Add links to TurboQuant article (#2354) 
* Add links to TQ article

* Add link to articles for other quantization methods

* Update TQ article preview images
 2026-05-15 16:26:18 +02:00
Abdon Pijpelink 7fd26f0e63 Test code snippets against 1.18 release 2026-05-11 16:14:29 +02:00
Abdon Pijpelink 4e319c65bc Update release blog date 2026-05-11 13:32:11 +02:00
Abdon Pijpelink 728ea9caa7 Test python against dev branch 2026-05-11 13:04:36 +02:00
Abdon Pijpelink cba308dc31 Fix tracing ID Python snippet import 2026-05-11 11:32:10 +02:00
Abdon Pijpelink dca1d290f5 Update release blog date 2026-05-11 08:22:41 +02:00
Abdon PijpelinkClaude Sonnet 4.6Jojii
 		46e81449a8 Add TurboQuant quantization documentation (v1.18.0) (#2313) 
* Add TurboQuant quantization documentation (v1.18.0)

Adds a new TurboQuant section to the quantization guide covering the
four encoding options (bits1/bits1_5/bits2/bits4), automatic asymmetric
quantization, distance metric support, and the automatic TQ+ precision
enhancement for sealed segments. Updates the comparison table and
method-selection guidance to recommend TurboQuant over Binary and
Scalar Quantization for new collections. Adds HTTP-only snippets for
basic setup and explicit bit-depth selection.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* Consistently use title case for headers

* Restructure doc to lead with TurboQuant

* Clarify rescoring

* Edits

* Soften TQ advice

* Updates

* Fix

* Apply suggestions from code review

Co-authored-by: Jojii <15957865+JojiiOfficial@users.noreply.github.com>

* Review feedback

* Add Go/Java/C# code snippets

* Add list of 4 quantization methods to introduction

* Review feedback

* Stronger advice for TQ4

* Add Python snippets

* Add Rust snippets

* Add TS snippets

* Update recommendation table

* Update production checklist

* Remove link to article

---------

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-authored-by: Jojii <15957865+JojiiOfficial@users.noreply.github.com>
 2026-05-11 08:13:03 +02:00
Abdon Pijpelink 7048d0cd54 Remove links to article 2026-05-08 08:25:09 +02:00
Abdon Pijpelink 435291732a Upgrade to NodeJS 22 2026-05-07 20:02:42 +02:00
Abdon Pijpelink 0ed9a24003 Pin pnpm to pnpm@9 2026-05-07 19:26:32 +02:00
Abdon Pijpelink 1b56a28a11 Pin pnpm to pnpm@8 2026-05-07 19:04:34 +02:00
Abdon Pijpelink e20a335ff3 Update blog post with latest TQ benchmarks 2026-05-07 18:51:40 +02:00
Abdon Pijpelinkandtrean 997f2b081d Add 1px border around images in the docs (#2335) 
* Add 1px border around images in the docs

* Update qdrant-landing/themes/qdrant-2024/assets/css/partials/documentation/_documentation-article.scss

Co-authored-by: trean <trean.mi@gmail.com>

---------

Co-authored-by: trean <trean.mi@gmail.com>
 2026-05-07 18:07:35 +02:00
Abdon Pijpelink 506639965d Add Rust snippets for adding/removing named vectors 2026-05-07 10:25:37 +02:00
Abdon Pijpelink cb585a1fce Add TS snippets for adding/removing named vectors 2026-05-07 09:46:50 +02:00
Abdon Pijpelink 483b384421 Add Python snippets 2026-05-07 09:36:00 +02:00
Abdon Pijpelink 94a4968dac Temporarily test snippets against client 1.18 dev branches 2026-05-07 08:15:18 +02:00
Abdon Pijpelink 0444818258 Update release blog images 2026-05-06 15:48:44 +02:00
Abdon PijpelinkandTim Visée 165aab26ad Update FAQ (#2322) 
* Update FAQ

* Fix links

* One more link

* Apply suggestions from code review

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

---------

Co-authored-by: Tim Visée <tim+github@visee.me>
 2026-05-05 16:25:34 +02:00
Abdon Pijpelink d365ba59bc Initial draft 2026-05-04 22:01:02 +02:00
Abdon Pijpelink 88809b0388 Review feedback 2026-05-04 20:05:42 +02:00
Abdon Pijpelink 46fc4f0350 Add Go/Java/C# snippets for named vector CRUD 2026-05-04 14:44:48 +02:00
Abdon Pijpelink 0fc11c07de Documentation for the Query Audit Logs API (#2232) 
* Documentation for the Query Audit Logs API

* Add missing empty request body

* Review feedback
 2026-05-04 13:33:57 +02:00
Abdon PijpelinkandClaude Sonnet 4.6 506e326f43 Document per-collection metrics (v1.18.0) (#2288) 
* Document per-collection API metrics (v1.18.0)

Add a footnote to rest_responses_total and grpc_responses_total in the
metrics table and a new "Per-Collection API Metrics" subsection explaining
the ?per_collection=true query parameter added in qdrant/qdrant#8214.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* Consistently use title case

* Review feedback

* Edit

---------

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-05-04 12:23:15 +02:00
Abdon Pijpelink d6c25d4724 Release blog updates 2026-05-04 12:07:41 +02:00
Abdon Pijpelink 5591668be4 Temporary bump Go client to 1-18-x branch 2026-05-04 11:38:53 +02:00
Abdon Pijpelink 2172afc0a5 Don't hardcode 'master' as the branch 2026-05-04 10:43:31 +02:00
Abdon Pijpelink 8c1ef92c7c Release blog edits 2026-05-03 15:35:45 +02:00
Abdon PijpelinkClaude Sonnet 4.6Tim Visée
 		ecd4887576 Document new strict_mode_config parameters (v1.18.0) (#2303) 
* Document 7 missing strict_mode_config parameters

Adds documentation sections and code snippets (Python, TypeScript, Rust,
Go, Java, C#, HTTP, bash) for search_allow_exact, search_max_hnsw_ef,
search_max_oversampling, search_max_batchsize, max_resident_memory_percent,
multivector_config, and sparse_config.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* Use title case for all headers

* Update qdrant-landing/content/documentation/ops-configuration/administration.md

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

* Mention default strict mode on Cloud; Clarify behavior of only setting enabled=true

* Apply suggestion from @timvisee

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

---------

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-authored-by: Tim Visée <tim@visee.me>
 2026-04-30 20:25:21 +02:00
Abdon PijpelinkandClaude Sonnet 4.6 dc7d66545e Add Monitor Collection Memory Usage page (v1.18.0) (#2300) 
* Add Monitor Collection Memory Usage page (v1.18.0)

New page in Monitoring & Telemetry documenting the Web UI Memory tab and
the GET /collections/{name}/memory API endpoint added in qdrant/qdrant#8606
and qdrant/qdrant-web-ui#372.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* Update web-ui docs link

* Review feedback

---------

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-30 20:24:27 +02:00
Abdon Pijpelink 8fa015d7c4 1.18 release blog - initial draft 2026-04-30 20:17:05 +02:00
Abdon Pijpelink 920d957ab5 Explicitly list Cloud strict mode restrictions (#2320) 2026-04-30 14:28:40 +02:00
Abdon PijpelinkClaude Sonnet 4.6Tim Visée
 		b541a7aa7d Document low memory mode (v1.18.0) (#2301) 
* Document low memory mode (v1.18.0)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* Consistently use title case for all headers

* Update qdrant-landing/content/documentation/ops-configuration/administration.md

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

---------

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-authored-by: Tim Visée <tim@visee.me>
 2026-04-30 09:05:59 +02:00
Abdon Pijpelink 10b98c3ca2 Docs for adding/removing named vectors (#2282) 
* Initial commit

* Switch to title case for Collections page

* Move to Collections page

* One more clarification

* Update section title
 2026-04-30 09:03:48 +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
Abdon PijpelinkandClaude Sonnet 4.6 c4ee144773 Document audit logging tracing ID support (v1.18.0) (#2287) 
* Document audit logging tracing ID support (v1.18.0)

Add a "Tracing IDs" subsection to the Audit Logging section of security.md,
and code snippets for all six client SDKs showing how to attach an
x-request-id header to requests so it appears in audit log entries.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* Small edits

* Don't hide imports in Python snippet

---------

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-23 09:44:02 +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
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
Abdon Pijpelink 0c46056b24 Add redirect for Cloud Quickstart (#2277) 
* Add redirect for Cloud Quickstart

* Remove slash
 2026-04-14 09:55:02 +02:00
Abdon Pijpelink 2b586cadb1 Clarify upload queue in Edge synchronization guide (#2259) 2026-04-10 15:49:56 +02:00
Abdon Pijpelink 8e1242b127 Update copyright year to 2026 (#2262) 
* Update copyright year to 2026

* Use time.Now function

* Make year dynamic on all pages
 2026-04-08 17:52:37 +02:00
Abdon Pijpelink 5705d7e2a2 Fix HTTP code snippets (#2231) 2026-04-07 11:35:51 +02:00
Abdon Pijpelink cbbd26e9b0 Document how to rotate an API key without any downtime (#2260) 2026-04-07 11:03:26 +02:00
Abdon Pijpelink 5f46ac8474 Switch to server-side 301s for moved pages (#2243) 
* 200 rewrites for moved pages

* Remove unnecessary aliases

* Match both the directory path and any files within it

* Change into 301s
 2026-04-01 17:43:55 +02:00
Abdon Pijpelink 95d38aabfe Improve Markdown autodiscovery (#2186) 
* Add HTTP response header

* Add HTML <head> link

* Add 'View as Markdown' link
 2026-04-01 17:14:26 +02:00
Abdon Pijpelink a8ed107b87 Update config yaml (#2252) 
* Update example config.yaml

* Don't change URLs
 2026-04-01 11:35:02 +02:00
Abdon Pijpelinkandgenerall 4ce2e09c2b Enable search widget on Learn tab (#2247) 
* Enable search widget on Learn tab

* allow courses in sitemap + search multiple sections

---------

Co-authored-by: generall <andrey@vasnetsov.com>
 2026-04-01 08:48:54 +02:00
Abdon Pijpelink 42f929b6ff Fix two broken links (#2249) 2026-03-31 17:27:18 +02:00
Abdon Pijpelink 0c49e9d0ef Docs for prevent_unoptimized (#2237) 2026-03-27 17:36:43 +01:00
Abdon Pijpelink 063b0c7111 Update default value of indexing_threshold (#2236) 2026-03-27 13:17:50 +01:00
Abdon Pijpelink 0847942a99 Fix unindexed filtering retrieve docs (#2217) 
* Change 2nd snippet to use update collection instead of create

* Fix broken link
 2026-03-25 11:23:43 +01:00
Abdon Pijpelink d281127363 Fix next step button 2026-03-24 16:08:59 +01:00
Abdon Pijpelink e9a691a15a Add guide about optimizing FastEmbed throughput (#2195) 
* Add guide about optimizing FastEmbed throughput

* Update weights

* Review feedback
 2026-03-23 16:53:06 +01:00
Abdon Pijpelinkandxzfc ea0de4c12e Edge v0.6 docs (#2199) 
* Initial Rust snippets

* Update content for Rust

* Upgrade Rust to 1.94.0; test Edge code snippets against dev

* Temporarily test against Edge shim crate

* Move to EdgeShardConfig and EdgeVectorParams

* Add docs for payload indexing, filtering, facet(), and optimize()

* De-emphasize on-device use case

* Update link to Rust examples on Github

* Flattened API

* Switch to new/create and load to initialize shards

* Fixups for released packages

* Mention recover_partial_snapshot on method list

* Link to Github dev branch for examples

---------

Co-authored-by: xzfc <xzfcpw@gmail.com>
 2026-03-23 15:10:51 +01:00
Abdon Pijpelink bf1253bb12 Add page to Operations landing page 2026-03-23 11:35:01 +01:00
Abdon Pijpelink 6cb62caf84 CSS: Disable font ligatures for pre and code elements (#2206) 2026-03-23 09:43:34 +01:00
Abdon Pijpelink 5afea3be8f Set up redirects for concepts and guides 2026-03-17 09:20:46 +01:00
Abdon Pijpelink 522ecd78db Set all leaf pages to isLesson: true for essentials course 2026-03-16 15:36:49 +01:00
Abdon Pijpelink 24e1eb0996 Set all leaf pages to isLesson: true for multi-vector course 2026-03-16 15:32:54 +01:00
Abdon Pijpelink 15daf4aec0 Side menu progress bar: also include isLesson leaf pages in progress calculation 2026-03-16 15:32:00 +01:00
Abdon Pijpelink af4e1a054f Include cert page in progress bar 2026-03-16 10:13:00 +01:00
Abdon PijpelinkandTim Visée 456e01b514 Mark prevent_unoptimized as experimental (#2202) 
* Mark prevent_unoptimized as experimental

* Update qdrant-landing/content/documentation/guides/low-latency-search.md

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

---------

Co-authored-by: Tim Visée <tim@visee.me>
 2026-03-13 16:16:07 +01:00
Abdon Pijpelink c18a4ccd34 Fix broken link for order_by (#2191) 2026-03-09 11:12:02 +01:00
Abdon Pijpelink 2063408917 Fix small MathJax rendering issues (#2170) 2026-03-09 09:37:22 +01:00
Abdon Pijpelink 662e9aeaa3 Model migration tutorial: use insert-only update mode and Cloud Inference (#2168) 
* Switch to insert-only mode instead of conditional upserts

* Make code snippets testable; use Cloud Inference

* Use regular upserts instead of batch_update_points

* Add snippets for TS, Rust, Java, C#, and Go
 2026-03-04 14:19:10 +01:00
Abdon Pijpelink 0725a70f05 Serve Markdown when requested (#2181) 
* Add support for rendering each page as md

* On md pages, change relative links to go to md version

* Netlify: respond with md if accept header equals text/markdown

* Render shortcodes

* Remove netlify accept header functionality
 2026-03-04 14:09:05 +01:00
Abdon Pijpelink 96e837001a Test Edge code snippets (#2179) 
* Add Edge and FastEmbed as Python dependencies

* Make Edge code snippets testable
 2026-03-02 14:27:56 +01:00
Abdon Pijpelink 168d9ee1fe Mention some models are free on Cloud Inference (#2161) 2026-02-23 10:25:02 +01:00
Abdon Pijpelinkandxzfc bcc3c7206b Generate multiple code snippets from a single source file (#2146) 
* Support generating multiple snippets from one source file

* Convert Python code snippets from one source file

* Add code snippets for C#, Go, Java, Rust and TS

* Make intro less Python-oriented

* Add client installation instructions for all languages

* Cleanup python code

---------

Co-authored-by: xzfc <xzfcpw@gmail.com>
 2026-02-23 10:09:56 +01:00
Abdon PijpelinkandBastian Hofmann 4e3b24de3d Apply suggestion from @bashofmann 
Co-authored-by: Bastian Hofmann <mail@bastianhofmann.de>
 2026-02-20 15:45:40 +01:00
Abdon Pijpelink a82e3cff79 Apply suggestions from code review 2026-02-20 15:44:35 +01:00
Abdon PijpelinkandEvgeniya Sukhodolskaya 415c0afde8 v1.17 release blog (#2138) 
* v1.17 release blog

* Trigger Build

* Use 'Search Latency Improvements' instead of 'Faster Search'

* Add images

* Add Web UI update

* Add audit logging to the list of honorable mentions

* Review feedback

* Review feedback

* Finalize relevance feedback section

* Update publication date

* Remove link to relevance feeback article

* Revert "Remove link to relevance feeback article"

This reverts commit d62e7f91f2.

---------

Co-authored-by: Evgeniya Sukhodolskaya <suxodolskaya97@gmail.com>
 2026-02-20 14:30:40 +01:00
Abdon Pijpelink 1f450d373f Merge remote-tracking branch 'upstream/relevance-feedback-article' into relevance-feedback-article 2026-02-20 14:19:12 +01:00
Abdon Pijpelink 361250556e Nits 2026-02-20 14:18:29 +01:00
Abdon Pijpelinkandxzfc 598f6720bf Fix problem with Go snippet compilation (#2144) 
* Fix problem with Go snippet compilation

* Update automation/snippets/lib/languages/go.py

Co-authored-by: xzfc <5121426+xzfc@users.noreply.github.com>

---------

Co-authored-by: xzfc <5121426+xzfc@users.noreply.github.com>
 2026-02-20 13:41:18 +01:00
Abdon Pijpelink 0c9c386efe Revert "Temporarily remove links (#2159)" 
This reverts commit 71638beabb.
 2026-02-20 11:00:18 +01:00
Abdon Pijpelink 71638beabb Temporarily remove links (#2159) 2026-02-20 11:00:02 +01:00
Abdon PijpelinkEvgeniya SukhodolskayaIvan PleshkovAnush008George PanchuktimviseeLuis CossíoDaniel Boros
 		378837432e Publish docs for version 1.17 (#2137) 
* Cluster Telemetry docs (#2068)

* mention cluster telemetry

* small reword

* Docs for read_fan_out_delay_ms

* Add warning against setting threshold too low

* Small docs change for inference API keys

* Trigger Build

* Add guide with tips for low latency search (#2136)

* Update frontmatter weights

* Add 'Tips for Low-Latency Search' guide

* Review feedback

* Temporarily bump Rust client to v1-17-upgrade branch

* Docs for audit logging (#2141)

* Docs for audit logging

* Consistent title casing

* Review feedback

* Docs for optimization monitoring (#2121)

* Docs for optimization monitoring

* Review feedback

* Optimization monitoring is cluster-wide now

* Upgrade code snippet checker to 1.17

* Fix broken Python snippets

* Relevance Feedback docs (#2060)

* add relevance feedback in Explore page

* Review

* Trigger Build

* Trigger Build

* Create new 'Search Relevance' concept page

* Tweaks

* Update links to moved content

* add rust snippet

* TS anippets

* Clarification about using point IDs

* Add links

* Restructure paragraphs

* docs: Go snippet

Signed-off-by: Anush008 <mail@anush.sh>

* docs: Missed Java snippets with C#

Signed-off-by: Anush008 <mail@anush.sh>

* new: add python snippets

* Make Java and Rust snippets testable

* Remove unnecessary styling

---------

Signed-off-by: Anush008 <mail@anush.sh>
Co-authored-by: Evgeniya Sukhodolskaya <suxodolskaya97@gmail.com>
Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com>
Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com>
Co-authored-by: Anush008 <mail@anush.sh>
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>

* Docs for enable_hnsw (#2080)

* Move 'Filterable HNSW Index' section under 'Vector Index'

* Add docs for enable_hnsw

* docs: Go snippets

Signed-off-by: Anush008 <mail@anush.sh>

* docs: Java snippets

Signed-off-by: Anush008 <mail@anush.sh>

* docs: C# snippets

Signed-off-by: Anush008 <mail@anush.sh>

* Add Rust snippet

* TS snippets

* new: add python snippets

---------

Signed-off-by: Anush008 <mail@anush.sh>
Co-authored-by: Anush008 <mail@anush.sh>
Co-authored-by: timvisee <tim@visee.me>
Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com>
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>

* Docs for list shard keys API (#2082)

* Docs for list shard keys

* docs: Go snippets

Signed-off-by: Anush008 <mail@anush.sh>

* docs: Java snippets

Signed-off-by: Anush008 <mail@anush.sh>

* docs: C# snippets

Signed-off-by: Anush008 <mail@anush.sh>

* Add Rust snippet

* docs: TS snippets

* new: add python snippets

---------

Signed-off-by: Anush008 <mail@anush.sh>
Co-authored-by: Anush008 <mail@anush.sh>
Co-authored-by: timvisee <tim@visee.me>
Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com>
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>

* Docs for update_mode (#2097)

* Docs for update_mode

* docs: C#, Go, Java snippets

Signed-off-by: Anush008 <mail@anush.sh>

* doc: Remove _ from C# snippet

Signed-off-by: Anush008 <mail@anush.sh>

* Add Rust snippet

* Fix some snippets

* Review feedback

* ts snippets

* new: add python snippets

* fix: add generated python.md

---------

Signed-off-by: Anush008 <mail@anush.sh>
Co-authored-by: Anush008 <mail@anush.sh>
Co-authored-by: timvisee <tim@visee.me>
Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com>
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>

* Docs for weighted RRF (#2132)

* Docs for weighted RRF

* docs: Go, Java, C# snippets

Signed-off-by: Anush008 <mail@anush.sh>

* Add Rust snippet

* Apply suggestions from code review

Co-authored-by: Luis Cossío <luis.cossio@qdrant.com>

* Delete landing_page.sln

* Review feedback

* ts snippets

* new: add python snippets

* Trigger Build

---------

Signed-off-by: Anush008 <mail@anush.sh>
Co-authored-by: Anush008 <mail@anush.sh>
Co-authored-by: timvisee <tim@visee.me>
Co-authored-by: Luis Cossío <luis.cossio@qdrant.com>
Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com>
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>

* Clean up Go and Java snippets

* Revert go snippet change; target Go client 1.17.1

* Updated Go snippet

* Trigger Build

* Update Rust lockfile

---------

Signed-off-by: Anush008 <mail@anush.sh>
Co-authored-by: Luis Cossío <luis.cossio@qdrant.com>
Co-authored-by: Daniel Boros <56868953+dancixx@users.noreply.github.com>
Co-authored-by: timvisee <tim@visee.me>
Co-authored-by: Evgeniya Sukhodolskaya <suxodolskaya97@gmail.com>
Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com>
Co-authored-by: Anush008 <mail@anush.sh>
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
 2026-02-20 10:42:12 +01:00
Abdon Pijpelink 63337422da Add Cloud version of the "Build a Semantic Search Engine in 5 Minutes" tutorial (#2127) 
* Add Cloud version of Semantic Search 101 tutorial

* Add Colab notebook

* Make Python snippets testable

* Clean up and add descriptions

* Review feedback
 2026-02-11 14:48:33 +01:00
Abdon Pijpelink 87180dc77f Resolve merge conflicts 2026-02-05 17:22:56 +01:00
Abdon Pijpelink 31e3432648 Small tweaks 2026-02-05 10:24:06 +01:00
Abdon Pijpelink ed378dc509 Make tutorial lists reusable 2026-02-05 10:14:10 +01:00
Abdon Pijpelink 71f658f70d Fix missing preview images for release blogs (part 3) (#2112) 2026-01-29 11:05:46 +01:00
Abdon Pijpelink f1ad9273ae Fix missing preview images for release blogs (part 2) (#2111) 2026-01-29 10:40:17 +01:00
Abdon Pijpelink 0a637cbb43 Fix missing preview images for release blogs (#2110) 2026-01-29 09:25:00 +01:00
Abdon Pijpelink 04bd7fbcc0 Merge pull request #2098 from qdrant/docs-edge-fastembed 
Edge: Docs about on-device embeddings
 2026-01-28 09:07:25 +01:00
Abdon Pijpelink 0acb66875a Edge: Docs about on-device embeddings 2026-01-27 17:30:21 +01:00
Abdon Pijpelink ae2c6cdd8b Edge docs: add partial snapshots (#2087) 
* Qdrant Edge partial snapshot docs

* Restructure and edits

* Break data syncing into two pages

* Add diagrams

* Broken links
 2026-01-25 15:25:32 +05:30
Abdon Pijpelink df2a7550d8 Fix Java snippets 2026-01-22 12:20:34 +01:00
Abdon Pijpelink 1d103f657a Fix code snippets 2026-01-22 11:46:54 +01:00
Abdon Pijpelink b582b11491 Add/update diagrams 2026-01-22 10:40:24 +01:00
Abdon Pijpelink 21acac2f8d Add OpenRouter to inference docs 2026-01-22 10:35:34 +01:00
Abdon Pijpelink d5081edc57 Clean up Edge code snippets (#2084) 2026-01-20 17:27:55 +05:30
Abdon Pijpelinkandgenerall a9681af722 Initial docs for Qdrant Edge (#2076) 
* Initial docs for Qdrant Edge

* Qdrant Edge is not python library

* Anush' feedback

* Talk about 'loading a shard from disk' instead of 'creating a new shard from existing data'

* Talk about 'Edge Shards' instead of 'shards' and use EdgeShard class in code snippets

* Remove unnecessary styling

* review suggestions

* link to github examples + link to SA

---------

Co-authored-by: generall <andrey@vasnetsov.com>
 2026-01-19 18:33:05 +01:00
Abdon PijpelinkAnush008Anush008Daniel Boros
 		2497c368ed Add code snippets for the text search guide (#2056) 
* Python snippets

* TS snippets

* Rust snippets

* Java snippets

* C# snippets

* Go snippets

* Generate .md files

* Hide client connection in Rust snippets

* Switch to builder pattern for Rust snippets

* Use Document::new instead of DocumentBuilder::new

* docs: Updated Go snippets

Signed-off-by: Anush008 <mail@anush.sh>

* docs: Updated Java snippets

Signed-off-by: Anush008 <anushshetty90@gmail.com>

* docs: Updated C# snippets

Signed-off-by: Anush008 <anushshetty90@gmail.com>

* docs: Updated BM25 avg_len Java snippet

Signed-off-by: Anush008 <anushshetty90@gmail.com>

* chore: review and format rust snippets

* chore: trigger pr update

* chore: remove qdrant_storage folder

* fix: remove tokio::main

* chore: trigger pr update

* Regenerate .md files

* George's feedback: set bm25 params at ingest-time, change Python client init to use cloud inference explicitly, and mark bm25 options unavailable in FastEmbed

---------

Signed-off-by: Anush008 <mail@anush.sh>
Signed-off-by: Anush008 <anushshetty90@gmail.com>
Co-authored-by: Anush008 <mail@anush.sh>
Co-authored-by: Anush008 <anushshetty90@gmail.com>
Co-authored-by: Daniel Boros <dancixx@gmail.com>
 2026-01-16 17:57:08 +05:30