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49 Commits
Author SHA1 Message Date
Dylan CouzonandClaude Opus 4.7 8ca87dc442 Update ANN Recall Tutorial assets 
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-04-30 10:52:59 -04:00
Dylan Couzon 1fbc73c4b2 Merge branch 'master' into retrival-quality-guide-improvement 2026-04-23 12:24:29 -04:00
Dylan Couzon 80bae7403e add screenshots for ANN Web UI tutorial 2026-04-22 16:34:04 -04:00
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

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Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com>
 2026-04-16 22:19:08 +02:00
JennyandAbdon Pijpelink ed178cb49c added relevance feedback tutorial v1 (#2171) 
* added relevance feedback tutorial v1

* Small edits

* Add link to tutorial from docs

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Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com>
 2026-02-26 11:33:27 +01:00
Andrey Vasnetsov a114e58b99 update social preview for docs with new logo and background (#1832) 2025-08-08 00:00:23 +02:00
Evgeniya Sukhodolskaya 56c3e3c7f4 fixed cover in our style, fixed best_scoring formula, fixed img location 2025-07-30 20:47:18 +02:00
Andrey VasnetsovandBastian Hofmann bd1f00c8c7 draft: cost-efficient large-scale search (#1481) 
* draft: cost-efficient large-scale search

* Update qdrant-landing/content/documentation/database-tutorials/large-scale-search.md

* add precision estimation

* Update qdrant-landing/content/documentation/database-tutorials/large-scale-search.md

Co-authored-by: Bastian Hofmann <mail@bastianhofmann.de>

* grammar

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Co-authored-by: Bastian Hofmann <mail@bastianhofmann.de>
 2025-03-24 18:03:51 +01:00
davidmyriel 1bb096e46e add images 2025-01-17 10:36:26 -05:00
Евгения Суходольская ffb66f9905 according to review 2025-01-13 17:28:04 +01:00
Евгения Суходольская 669f2248b3 ColPali/ColQwen2 tutorial 2025-01-10 15:19:00 +01:00
David Myriel e971127729 Merge branch 'master' into hybrid-cloud-dev 2024-04-15 09:41:31 -07:00
Georgeandgenerall 6f1d649a52 new: add hybrid search with fastembed tutorial (#790) 
* new: add hybrid search with fastembed demo

* fix: fix link, replace neural search

* fix: update article weight, fix upload code

* new: add param to enable or disable hybrid search

* fix: rephrasing

* fix: increase limit

* refactoring: rephrasing, updating code examples

* refactoring: add break, rephrase repeated sentence

* new: add package versions

* fix: merge neural search and hybrid search articles

* fix: fix rrf link

* fix: re-add spoiler to upload already processed data

* new: add link to the processed sample

* fix: fix recreate collection

* fix: fix filename, warn about multiprocessing

* fix: remove limit mention

* fix: fix link to the processed data

* fix: fix indentation in the spoiler

* fix: replace type hints for python3.8, add comments, file reading"

* review fixes

* upd image style

* rephrase comment in code

---------

Co-authored-by: generall <andrey@vasnetsov.com>
 2024-04-13 22:24:32 +02:00
Kacper Łukawski 4370d312e3 Move assets to documentation/examples 2024-04-13 08:54:38 +02:00
Kacper Łukawski 72cc6aa741 Use FastEmbed in RHOS / Haystack tutorial (#803) 
* Use FastEmbed for embeddings

* Remove output link

* Change Red Hat diagram
 2024-04-12 17:39:15 +02:00
David Myriel a98262f331 Merge pull request #783 from qdrant/hybrid-cloud/tutorial/rag-ollama-vultr 
Vultr / DSPy / Ollama tutorial on information extraction
 2024-04-10 13:45:56 -07:00
David Myriel 79246e31cf Merge pull request #781 from qdrant/hybrid-cloud/tutorial/oci-cohere-langchain-faq 
OCI / Cohere / Langchain tutorial
 2024-04-10 13:43:06 -07:00
David Myriel 2105c35e19 Merge pull request #780 from qdrant/hybrid-cloud/tutorial/stackit-aleph-alpha-contract-management 
Add Stackit & Aleph Alpha tutorial with Langchain
 2024-04-10 13:39:24 -07:00
David Myriel 150649c73f Merge pull request #765 from qdrant/hybrid-cloud/tutorial/customer-support-oci-cohere-airbyte 
HC AWS / Cohere / Airbyte tutorial
 2024-04-10 13:32:54 -07:00
Kacper Łukawski 869afe0bcb Add tutorial visuals 2024-04-10 18:44:11 +02:00
Kacper Łukawski 7d82bac59f Merge branch 'hybrid-cloud-dev' into hybrid-cloud/tutorial/customer-support-oci-cohere-airbyte 2024-04-10 09:59:11 +02:00
Kacper Łukawski b97e9644d4 Merge branch 'hybrid-cloud-dev' into hybrid-cloud/tutorial/red-hat-haystack-rag 2024-04-10 09:57:48 +02:00
Kacper Łukawski 0cc3e1e4fe Add tutorial visuals 2024-04-10 09:52:02 +02:00
Kacper Łukawski a1a704404d Add tutorial visuals 2024-04-10 09:19:46 +02:00
Kacper Łukawski 7d04736899 Fix margins 2024-04-10 09:05:25 +02:00
Kacper Łukawski 24ece2cf91 Merge branch 'hybrid-cloud-dev' into hybrid-cloud/tutorial/stackit-aleph-alpha-contract-management 2024-04-10 09:01:48 +02:00
Kacper Łukawski aaa2a7b8fe Add visuals to the tutorial 2024-04-10 08:59:45 +02:00
Kacper Łukawski f3f689a318 Merge branch 'hybrid-cloud-dev' into hybrid-cloud/tutorial/oci-cohere-langchain-faq 2024-04-10 08:27:15 +02:00
Kacper Łukawski dd8af3f2f7 Add the first draft of the Vultr / DSPy / Ollama tutorial 2024-04-04 20:15:21 +02:00
Kacper Łukawski a0badaaedc First draft of the OCI / Cohere / Langchain tutorial 2024-04-04 11:48:58 +02:00
Kacper Łukawski bf3c391a6b Add first draft of the Stackit & Aleph Alpha tutorial 2024-04-03 22:02:35 +02:00
Kacper Łukawski aa50861afb Add visuals to the Cohere RAG tutorial (#775) 2024-04-03 08:58:03 +02:00
Kacper Łukawski 24b65baf4c Rename the files 2024-04-02 16:25:32 +02:00
Kacper Łukawski 56babebd6f Merge branch 'hybrid-cloud-dev' into hybrid-cloud/tutorial/customer-support-oci-cohere-airbyte 
# Conflicts:
#	qdrant-landing/content/documentation/tutorials/_index.md
 2024-03-29 10:42:31 +01:00
Kacper Łukawski c137af4dc6 Add a tutorial on building Cohere RAG connector (#761) 
* Add a tutorial on building Cohere RAG connector

* Add social preview image

* Reformat code examples

* Fix text

* Change the social preview image (previous was too long)

* Fix a confusing sentence

* Fix a confusing sentence
 2024-03-29 10:32:34 +01:00
Kacper Łukawski 504891e280 First draft of the Oracle Cloud / Cohere / Airbyte tutorial 2024-03-28 21:33:22 +01:00
David MyrielandKacper Łukawski 6a35f40c9c Edits to OpenShift Tutorial Doc (#755) 
* add changes

* fix language

* Update qdrant-landing/content/documentation/tutorials/student-rag-haystack-red-hat-openshift-hc.md

Co-authored-by: Kacper Łukawski <kacperlukawski@users.noreply.github.com>

* Update qdrant-landing/content/documentation/tutorials/student-rag-haystack-red-hat-openshift-hc.md

Co-authored-by: Kacper Łukawski <kacperlukawski@users.noreply.github.com>

---------

Co-authored-by: Kacper Łukawski <kacperlukawski@users.noreply.github.com>
 2024-03-25 19:03:44 +01:00
Kacper Łukawski c0f9b22dbf Add first draft of the Red Hat / Haystack tutorial 2024-03-22 11:07:33 +01:00
Kacper ŁukawskiandMike Jang b2d5ebc320 Code search tutorial: Improve the image quality and add code search demo screenshot (#700) 
* Improve the image quality and add code search demo screenshot

* Update qdrant-landing/content/documentation/tutorials/code-search.md

Co-authored-by: Mike Jang <michael.jang@qdrant.io>

---------

Co-authored-by: Mike Jang <michael.jang@qdrant.io>
 2024-03-08 17:10:15 +01:00
Mike JangmjangKacper Łukawski
 		42b4baba21 Code demo tutorial: Reformat code samples into links (#696) 
* Draft, updated signature code

* More for comparison

* Include links to code samples

* Add Github link in all the tables and switch to GH icon

---------

Co-authored-by: mjang <michael.jang@qdrant.com>
Co-authored-by: Kacper Łukawski <lukawski.kacper@gmail.com>
 2024-03-08 11:06:51 +01:00
Kacper Łukawski 56ce6c11cd Fix the code chunking image (#695) 2024-03-07 14:55:56 +01:00
Kacper ŁukawskiandMike Jang fc56e39324 Add code search tutorial (#661) 
* First draft of the code search tutorial

* Remove the docstring of the textify function

* Self-review changes

* Fix image path

* Add notebook link

* Add code search to the "Demos" section

* Update the code search image

* Update qdrant-landing/content/demo/demo-4.md

Co-authored-by: Mike Jang <michael.jang@qdrant.io>

* Apply changes from the code review

* Extend the jina embeddings description

* Update the notebook link

---------

Co-authored-by: Mike Jang <michael.jang@qdrant.io>
 2024-03-05 17:04:10 +01:00
Kacper ŁukawskiandAtita Arora 7d724fb0cd Tutorial on measuring retrieval quality (#514) 
* Add first draft of the retrieval quality tutorial

* Adjust tutorial weight

* Remove non-default collection config to simplify the tutorial

* Add link to (N)DCG article

* Fix typo

* Add info about the distance function

* Apply suggestions from code review

Co-authored-by: Atita Arora <atarora@users.noreply.github.com>

* Add link to IVF

---------

Co-authored-by: Atita Arora <atarora@users.noreply.github.com>
 2024-01-12 13:59:57 +01:00
Kacper Łukawskiandgenerall dc402ac2f2 Adjust the snapshot tutorial to cluster env (#496) 
* First draft of the improved snapshots tutorial

* Improve snapshot tutorial to use 3-node cluster

* Adjust the title

* Change the variable name

* Add a link to the docs

* Add paragraph on snapshot restoring

* review fixes

---------

Co-authored-by: generall <andrey@vasnetsov.com>
 2024-01-03 18:37:03 +00:00
Kacper Łukawski bc20106b7d Add "Practice datasets" section (#199) 
* Add common datasets

* Add instruction for titles

* Add tutorial on how to use Hugging Face datasets

* Add an information about Qdrant org at Hugging Face

* Add links to Hugging Face datasets

* Add preview images

* Add CTA (Discord)

* Fix typo

* Add link to Discord

* List available datasets on top of the page

* Fix some typos and improve intro

* Fix some typos and improve intro

* Add fixed snapshot links

* Add Wolt food dataset

* Add API calls to restore the snapshots

* Adjust the weight of the section

* Reorder tutorials
 2024-01-02 16:24:09 +01:00
Kacper Łukawski 1215390194 Add LlamaIndex multitenancy tutorial (#396) 
* Add LlamaIndex multitenancy tutorial

* Add social preview image

* Fix links

* Add LlamaIndex multitenancy tutorial to a list of tutorials
 2023-12-14 12:53:48 +00:00
generall 4fca9cae32 update tutorials 2023-10-17 18:17:53 +02:00
generall c26e2af3e6 upd preview images 2023-10-17 15:45:40 +02:00
Andrey Vasnetsov 2de178ef83 upd README + SEO preview selection template (#237) 2023-08-09 17:14:40 +02:00