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Landing page for qdrant.tech

CSS 17.38% HTML 29.53% JavaScript 15.23% Shell 1.30% SCSS 34.85% Perl 1.71%

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cronoik timokoesters ericciarla squat dmitrykey dianaerrant suryaa62 vikash-2020 aarongoldsmith1 nobles5e filipecosta90 bagchimb kartik-gupta-ij thesteve0 bushraarshad96 barshad96 kshivendu hugo-sid tim-hub mjang zzzz-vincent mavibirdesmi pratyushmittal mrisher anush008 snageyang johannesmessner russcam wolfgangihloff highpon kacperlukawski mrchtr sid1552 jonnydaenen tareksw atarora harshavardhannetha mogery lordrip lapinek sroecker mahesh-yadav amartinh msudhan462 uncledecart eddumelendez chapimenge3 samirps merlin-ki jrudolph nikil-d-gr8 anindyadeep patcher9 hugoct82

landing_page's Issues

Summary

Status	Count
🔍 Total	14049
✅ Successful	13343
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	664
❓ Unknown	9
🚫 Errors	33

Errors per input

Errors in qdrant-landing/public/categories/quaterion/index.html

[ERR] https://qdrant.to/roadmap | Cached: Error (cached)
[ERR] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/features/fast-and-accurate/index.html

[ERR] https://qdrant.to/linkedin | Cached: Error (cached)
[ERR] https://qdrant.to/roadmap | Cached: Error (cached)

Errors in qdrant-landing/public/categories/vector-search/index.html

[ERR] https://qdrant.to/linkedin | Cached: Error (cached)
[ERR] https://qdrant.to/roadmap | Cached: Error (cached)

Errors in qdrant-landing/public/categories/release-update/index.html

[ERR] https://qdrant.to/linkedin | Cached: Error (cached)
[ERR] https://qdrant.to/roadmap | Cached: Error (cached)

Errors in qdrant-landing/public/features/index.html

[ERR] https://qdrant.to/roadmap | Cached: Error (cached)
[ERR] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/solutions/text-search/index.html

[ERR] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/features/filterable/index.html

[ERR] https://qdrant.to/linkedin | Failed: Network error: Connection reset by peer (os error 104)

Errors in qdrant-landing/public/categories/index.html

[ERR] https://qdrant.to/roadmap | Cached: Error (cached)
[ERR] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/articles/neural-search-tutorial/index.html

[404] https://github.com/qdrant/qdrant_demo/blob/master/qdrant_demo/init_vector_search_index.py | Failed: Network error: Not Found

Errors in qdrant-landing/public/articles/seed-round/index.html

[404] https://lear.inrialpes.fr/pubs/2011/JDS11/jegou_searching_with_quantization.pdf | Failed: Network error: Not Found

Errors in qdrant-landing/public/categories/news/page/2/index.html

[ERR] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/solutions/recommendation-engine/index.html

[ERR] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/articles/metric-learning-tips/index.html

[403] https://www.researchgate.net/figure/Illustration-of-MV-LSTM-S-X-and-S-Y-are-the-in_fig1_285271115 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/solutions/chat-bots/index.html

[ERR] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/features/distributed/index.html

[ERR] https://qdrant.to/roadmap | Cached: Error (cached)
[ERR] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/features/rich-data-types/index.html

[ERR] https://qdrant.to/linkedin | Cached: Error (cached)
[ERR] https://qdrant.to/roadmap | Cached: Error (cached)

Errors in qdrant-landing/public/categories/news/index.html

[ERR] https://qdrant.to/roadmap | Cached: Error (cached)
[ERR] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/use-cases/index.html

[403] https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/categories/webinar/index.html

[ERR] https://qdrant.to/roadmap | Cached: Error (cached)
[ERR] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/categories/release/index.html

[ERR] https://qdrant.to/roadmap | Cached: Error (cached)
[ERR] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/features/optimized/index.html

[ERR] https://qdrant.to/roadmap | Failed: Network error: Connection reset by peer (os error 104)

Errors in qdrant-landing/public/documentation/tutorials/neural-search/index.html

[404] https://github.com/qdrant/qdrant_demo/blob/master/qdrant_demo/init_vector_search_index.py | Cached: Error (cached)
Full Github Actions output

warning notice not rendering on some docs

We have two types of warning notices status and alert

Currently, only "status" is showing.
I tried to put an alert on this page: https://qdrant.tech/documentation/tutorials/create-snapshot/

It isn't rendering and the code around it isn't showing either.

suggestion: tags for content types like #article, #casestudy

I think we should have a single location for educational content like case studies, articles, presentations.
Also, the visitor should pick from tags so they don't have to scroll all the way through.

There would be a checklist on the left sidebar where the visitor would check off the content. Is that possible?

Summary

Status	Count
🔍 Total	12443
✅ Successful	11820
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	604
❓ Unknown	11
🚫 Errors	8

Errors per input

Errors in qdrant-landing/public/legal/terms_cloud/index.html

[502] https://qdrant.to/linkedin | Failed: Network error: Bad Gateway

Errors in qdrant-landing/public/articles/qdrant-1.2.x/index.html

[502] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/articles/metric-learning-tips/index.html

[403] https://www.researchgate.net/figure/Illustration-of-MV-LSTM-S-X-and-S-Y-are-the-in_fig1_285271115 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/case-studies/bloop/index.html

[404] https://qdrant.tech/case-studies/bloop/social_preview.jpg | Failed: Network error: Not Found

Errors in qdrant-landing/public/articles/seed-round/index.html

[502] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/use-cases/index.html

[403] https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/surveys/index.html

[502] https://qdrant.to/linkedin | Failed: Network error: Bad Gateway

Errors in qdrant-landing/public/documentation/integrations/langchain/index.html

[404] https://python.langchain.com/docs/integrations/vectorstores/qdrant.html | Failed: Network error: Not Found
Full Github Actions output

Summary

Status	Count
🔍 Total	14225
✅ Successful	13545
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	666
❓ Unknown	9
🚫 Errors	5

Errors per input

Errors in qdrant-landing/public/documentation/tutorials/neural-search/index.html

[404] https://github.com/qdrant/qdrant_demo/blob/master/qdrant_demo/init_vector_search_index.py | Cached: Error (cached)

Errors in qdrant-landing/public/articles/neural-search-tutorial/index.html

[404] https://github.com/qdrant/qdrant_demo/blob/master/qdrant_demo/init_vector_search_index.py | Failed: Network error: Not Found
Full Github Actions output

Update Lookup in groups documentation

We have an issue in python-client repository: qdrant/qdrant-client#296

I believe it might be caused by the lack of some details in "Lookup in groups" documentation

The sentence about how the matching is done when we use with_lookup is not noticeable, I think it should be moved closer to the image with collections.
lookup_from behaviour is missing. It should be described because it might be complicated to understand it without just trying out experiments. (We take vector ids from positives and negatives, extract vectors from lookup collection by these ids, construct our "search_vector" and search with it in the "main" collection)

It might also be useful to mention that this lookup collection can be treated as pure payload collection, i.e. it is not necessary to store some meaningful vectors in it, however vector configuration should be set during collection creation and field with something during upload (e.g. None or [0])

Quickstart guide is missing steps

I run the first couple of steps in the Quickstart guide. I successfully get access to qdrant at http://localhost:6333.

However, the Quickstart says nothing about where to Initialize The Client.

I research, I find https://qdrant.tech/documentation/quick-start/#initialize-the-client. I successfully install the client. I still don't know how/where to run the commands to set up the client. The pip in the client installation command suggests that I need to use Python. But what then? Do I create a .py file? How do I proceed?

With a Quickstart, I shouldn't have to do all of this research.

Link Checker Report

Summary

Status	Count
🔍 Total	11410
✅ Successful	10490
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	573
❓ Unknown	24
🚫 Errors	323

Errors per input

Errors in qdrant-landing/public/documentation/tutorials/multiple-partitions/index.html

[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/documentation/api-reference/index.html

[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/bloop/index.html

[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/tags/release/index.html

[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/why-rust/index.html

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Errors in qdrant-landing/public/documentation/integrations/langchain/index.html

[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)
[404] https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/qdrant.html | Failed: Network error: Not Found
[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/tags/nvidia/index.html

[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/tags/corporate-news/index.html

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Errors in qdrant-landing/public/tags/vector-search/index.html

[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/documentation/integrations/fifty-one/index.html

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Errors in qdrant-landing/public/documentation/guides/monitoring/index.html

[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/use-cases/index.html

[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)
[403] https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/documentation/1-dl/index.html

[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)
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Errors in qdrant-landing/public/documentation/cloud/cluster-scaling/index.html

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[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)
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Errors in qdrant-landing/public/articles/dataset-quality/index.html

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Errors in qdrant-landing/public/documentation/integrations/cohere/index.html

[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/documentation/guides/telemetry/index.html

[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/qdrant-0-10-release/index.html

[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/documentation/guides/quantization/index.html

[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/stack/2_jina-ai/index.html

[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/detecting-coffee-anomalies/index.html

[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/scalar-quantization/index.html

[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/documentation/guides/index.html

[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/documentation/overview/index.html

[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/benchmarks/benchmarks-intro/index.html

[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/hybrid-search/index.html

[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/solutions/matching-engines/index.html

[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/use-cases/media-and-games/index.html

[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/features/rich-data-types/index.html

[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/use-cases/law-search/index.html

[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/categories/vector-search/index.html

[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/documentation/concepts/payload/index.html

[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/categories/news/page/2/index.html

[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Failed: Network error: Not Found
[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/product-quantization/index.html

[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/langchain-integration/index.html

[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/qdrant-1.2.x/index.html

[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/documentation/cloud/cloud-quick-start/index.html

[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/categories/webinar/index.html

[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/categories/release-update/index.html

[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/categories/news/index.html

[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Failed: Network error: Not Found
[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Failed: Network error: Not Found

Errors in qdrant-landing/public/documentation/quick-start/index.html

[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)

Errors in qdrant-landing/public/documentation/examples/index.html

[404] https://qdrant.tech/articles_data/qdrant-1.3.x/icon.svg | Cached: Error (cached)
[404] https://qdrant.tech/articles_data/io_uring/io_uring-icon.svg | Cached: Error (cached)
Full Github Actions output

Link Checker Report

Full Github Actions output

Issue to contribute to the landing page

Please create a contributing.md file which helps Open source contributors to contribute to this code base.

Define the tools and stack which was used to create this project or website/
Guidelines to setup this project locally

Link Checker Report

Full Github Actions output

Cleaner section links

Current Behavior

When browsing the documentation, we often want to share the links to specific sections, for example:

https://qdrant.tech/documentation/concepts/collections/#collections

However, if we first use the search bar to look for stuff, a query param selector is added to the URL, and any further sections that we select will also have the big selector string

https://qdrant.tech/documentation/concepts/collections/?selector=aHRtbCA%2BIGJvZHkgPiBkaXY6bnRoLW9mLXR5cGUoMSkgPiBzZWN0aW9uID4gZGl2ID4gZGl2ID4gZGl2ID4gYXJ0aWNsZSA%2BIGgx#collections

It would make our life easier if we could just copy the URL without cleaning it afterwards for sharing it. Note that including the selector does not make the link unusable, but it makes the URL harder to read when pasted in chats.

Expected behavior

Links from the search bar should omit the selector query param

Another solution would be that clicking on the link icon of each title should remove the selector query param.

Fix unescaped html

We have warnings from highlight.js about unescaped HTML, so we should wrap code blocks in the htmlEscape Hugo function.

https://gohugo.io/functions/htmlescape/

Link Checker Report

Summary

Status	Count
🔍 Total	13384
✅ Successful	12734
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	638
❓ Unknown	7
🚫 Errors	5

Errors per input

Errors in qdrant-landing/public/documentation/guides/security/index.html

[404] https://qdrant.tech/documentation/cloud/cloud-quick-start/#authentication | Failed: Network error: Not Found

Errors in qdrant-landing/public/documentation/integrations/langchain/index.html

[404] https://python.langchain.com/docs/integrations/vectorstores/qdrant.html | Failed: Network error: Not Found

Errors in qdrant-landing/public/use-cases/index.html

[403] https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/articles/metric-learning-tips/index.html

[403] https://www.researchgate.net/figure/Illustration-of-MV-LSTM-S-X-and-S-Y-are-the-in_fig1_285271115 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/case-studies/bloop/index.html

[404] https://qdrant.tech/case-studies/bloop/social_preview.jpg | Failed: Network error: Not Found
Full Github Actions output

Too many icons in the footer

Hard to understand the links and repeated icons

Link Checker Report

Summary

Status	Count
🔍 Total	12366
✅ Successful	11573
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	767
❓ Unknown	21
🚫 Errors	5

Errors per input

Errors in qdrant-landing/public/case-studies/bloop/index.html

[404] https://qdrant.tech/case-studies/bloop/social_preview.jpg | Failed: Network error: Not Found

Errors in qdrant-landing/public/documentation/integrations/langchain/index.html

[404] https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/qdrant.html | Failed: Network error: Not Found

Errors in qdrant-landing/public/articles/metric-learning-tips/index.html

[403] https://www.researchgate.net/figure/Illustration-of-MV-LSTM-S-X-and-S-Y-are-the-in_fig1_285271115 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/articles/detecting-coffee-anomalies/index.html

[403] https://agrivero.ai/ | Failed: Network error: Forbidden

Errors in qdrant-landing/public/use-cases/index.html

[403] https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445 | Failed: Network error: Forbidden
Full Github Actions output

Link Checker Report

Summary

Status	Count
🔍 Total	11259
✅ Successful	10700
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	549
❓ Unknown	3
🚫 Errors	7

Errors per input

Errors in qdrant-landing/public/blog/qdrant-v-0-6-0-engine-with-grpc-released/index.html

[429] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/use-cases/index.html

[403] https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/blog/qdrant-0-7-0-released/index.html

[429] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/blog/qdrant-v090-release/index.html

[429] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/articles/metric-learning-tips/index.html

[403] https://www.researchgate.net/figure/Illustration-of-MV-LSTM-S-X-and-S-Y-are-the-in_fig1_285271115 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/documentation/integrations/langchain/index.html

[404] https://python.langchain.com/en/latest/modules/indexes/vectorstores/examples/qdrant.html | Failed: Network error: Not Found

Errors in qdrant-landing/public/index.html

[429] https://qdrant.to/linkedin | Failed: Network error: Too Many Requests
Full Github Actions output

Duplicate CSS rules in `css/_reset.scss`

What's the issue?

Duplicate CSS rules for the img tag.

landing_page/qdrant-landing/themes/qdrant/static/css/_reset.scss

Lines 128 to 141 in 765cb29

    
           img{ 
        
             display:inline-block; 
        
             max-width:100%; 
        
           } 
        
           .centered{ 
        
             text-align:center; 
        
           } 
        
           img{ 
        
             display:inline-block; 
        
             max-width:100%; 
        
             height:auto; 
        
           }

What's the fix?

Remove the duplicate rules.

Clarify cluster minimum size

Our distributed deployment relies on the Raft consensus algorithm.

With Raft, it is necessary to get a majority of vote to elect a new leader.

In case of 2 nodes cluster, it is not possible to so do in case of node in case of failure.

We should warn users to use a minimum of 3 nodes for their clusters.

Link Checker Report

Summary

Status	Count
🔍 Total	14135
✅ Successful	13404
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	663
❓ Unknown	8
🚫 Errors	60

Errors per input

Errors in qdrant-landing/public/subscribe/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/features/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/demo/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/stack/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/demo/demo-3/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/use-cases/fashion-search/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/use-cases/e-commerce-search/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/surveys/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/features/easy-to-use/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/solutions/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/categories/release/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/categories/news/page/2/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/features/fast-and-accurate/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/articles/metric-learning-tips/index.html

[403] https://www.researchgate.net/figure/Illustration-of-MV-LSTM-S-X-and-S-Y-are-the-in_fig1_285271115 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/features/filterable/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/solutions/text-search/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/use-cases/face-recognition/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/stack/1_open-ai/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/benchmarks/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/solutions/chat-bots/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/categories/news/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/features/optimized/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/solutions/matching-engines/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/features/rich-data-types/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/solutions/recommendation-engine/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/demo/demo-1/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/stack/2_jina-ai/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/categories/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/demo/demo-2/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/categories/release-update/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/benchmarks/single-node-speed-benchmark/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/pricing/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/documentation/guides/security/index.html

[500] https://qdrant.to/linkedin | Failed: Network error: Internal Server Error

Errors in qdrant-landing/public/solutions/anomaly-detection/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/use-cases/food-search/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/use-cases/job-matching/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/case-studies/bloop/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/use-cases/law-search/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/solutions/image-search/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/use-cases/medical-diagnostics/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/surveys/cloud-request/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/benchmarks/filtered-search-benchmark/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/benchmarks/benchmark-faq/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/use-cases/customer-support-optimization/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/categories/quaterion/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/features/distributed/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/categories/webinar/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/categories/vector-search/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/use-cases/index.html

[403] https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445 | Failed: Network error: Forbidden
[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/use-cases/advertising/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/case-studies/pienso/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/stack/3_huggingface/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/benchmarks/filtered-search-intro/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/use-cases/media-and-games/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/use-cases/fintech/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/examples/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/benchmarks/benchmarks-intro/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/case-studies/index.html

[500] https://qdrant.to/linkedin | Cached: Error (cached)
Full Github Actions output

docs unreadable

https://qdrant.tech/documentation/cloud/ page

Ubuntu; [
Settings:
Resolution: 2560 x 1440;
Scale: 125%;
Fractional Scaling: On
]
Google Chrome;

layout in safari

Document shard snapshot API

Since Qdrant v1.5.0 we have a new API for shard snapshots.

It differs from regular collection snapshots and is quite an advanced topic.

There is currently no documentation on this, and we should add it.

It is probably on us three to provide this: @ffuugoo @generall @timvisee

Document upgrade procedure

Users are often asking how to upgrade an existing qdrant deployment to a new version.

It does not seem documented anywhere.

The official answer is to upgrade the minor versions sequentially.

better side-panel on the documentation page

Move table on content for the single page (links to headers) on the right side
Introduce categories - pages should be grouped into categories as it currently works for the table of contents.
- If no category for the page is specified, it stays as is.
- We should indicate if the item is a category or a direct page with some icon (foldable or not)
Introduce category names, which should separate pages

Implement all as a separate PRs

Link Checker Report

Summary

Status	Count
🔍 Total	13384
✅ Successful	12734
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	638
❓ Unknown	7
🚫 Errors	5

Errors per input

Errors in qdrant-landing/public/case-studies/bloop/index.html

[404] https://qdrant.tech/case-studies/bloop/social_preview.jpg | Failed: Network error: Not Found

Errors in qdrant-landing/public/articles/metric-learning-tips/index.html

[403] https://www.researchgate.net/figure/Illustration-of-MV-LSTM-S-X-and-S-Y-are-the-in_fig1_285271115 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/use-cases/index.html

[403] https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/documentation/guides/security/index.html

[404] https://qdrant.tech/documentation/cloud/cloud-quick-start/#authentication | Failed: Network error: Not Found

Errors in qdrant-landing/public/documentation/integrations/langchain/index.html

[404] https://python.langchain.com/docs/integrations/vectorstores/qdrant.html | Failed: Network error: Not Found
Full Github Actions output

Link Checker Report

Summary

Status	Count
🔍 Total	12363
✅ Successful	11572
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	766
❓ Unknown	21
🚫 Errors	4

Errors per input

Errors in qdrant-landing/public/articles/metric-learning-tips/index.html

[403] https://www.researchgate.net/figure/Illustration-of-MV-LSTM-S-X-and-S-Y-are-the-in_fig1_285271115 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/documentation/integrations/langchain/index.html

[404] https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/qdrant.html | Failed: Network error: Not Found

Errors in qdrant-landing/public/use-cases/index.html

[403] https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/case-studies/bloop/index.html

[404] https://qdrant.tech/case-studies/bloop/social_preview.jpg | Failed: Network error: Not Found
Full Github Actions output

Link returns 404

What's the issue?

The 'capacity planning' link on webpage https://qdrant.tech/documentation/cloud/, returns a 404. See the screenshot below.

It happened due to incorrect reference to the documentation/cloud/capacity-sizing.md file.

How can it be fixed?

Put correct reference to the Markdown file.

Note/question (for maintainers)

I am astonished as to how the link checker GitHub action didn't catch this. This URL is not reported in the last linkcheck issue. Shall we use https://github.com/filiph/linkcheck/ in addition to lychee?

Update:

I ran filiph/linkcheck locally. It successfully identified the 404 link.

http://localhost:1313/documentation/cloud/
- (1178:174) 'capacity..' => http://localhost:1313/documentation/capacity/ (HTTP 404)

Link Checker Report

Summary

Status	Count
🔍 Total	12089
✅ Successful	11305
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	758
❓ Unknown	23
🚫 Errors	3

Errors per input

Errors in qdrant-landing/public/use-cases/index.html

[403] https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/documentation/integrations/langchain/index.html

[404] https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/qdrant.html | Failed: Network error: Not Found

Errors in qdrant-landing/public/articles/metric-learning-tips/index.html

[403] https://www.researchgate.net/figure/Illustration-of-MV-LSTM-S-X-and-S-Y-are-the-in_fig1_285271115 | Failed: Network error: Forbidden
Full Github Actions output

docs: switch all examples at once

When browsing the documentation, we normally have http / python versions of each example. But the http example is always selected by default, and when we switch to python, only the example we switched is changed, which is a bit cumbersome for a user that is only using the python client.

It would make sense for a python user who is browsing the docs, to only have to make the switch once, and have all the examples switch to the python version.

Link Checker Report

Summary

Status	Count
🔍 Total	12363
✅ Successful	11577
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	766
❓ Unknown	16
🚫 Errors	4

Errors per input

Errors in qdrant-landing/public/documentation/integrations/langchain/index.html

[404] https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/qdrant.html | Failed: Network error: Not Found

Errors in qdrant-landing/public/articles/metric-learning-tips/index.html

[403] https://www.researchgate.net/figure/Illustration-of-MV-LSTM-S-X-and-S-Y-are-the-in_fig1_285271115 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/case-studies/bloop/index.html

[404] https://qdrant.tech/case-studies/bloop/social_preview.jpg | Failed: Network error: Not Found

Errors in qdrant-landing/public/use-cases/index.html

[403] https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445 | Failed: Network error: Forbidden
Full Github Actions output

Link Checker Report

Summary

Status	Count
🔍 Total	11270
✅ Successful	10679
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	563
❓ Unknown	13
🚫 Errors	15

Errors per input

Errors in qdrant-landing/public/features/filtrable/index.html

[429] https://qdrant.to/linkedin | Failed: Network error: Too Many Requests

Errors in qdrant-landing/public/features/rich-data-types/index.html

[429] https://qdrant.to/linkedin | Failed: Network error: Too Many Requests

Errors in qdrant-landing/public/benchmarks/index.html

[429] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/surveys/cloud-request/index.html

[429] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/articles/metric-learning-tips/index.html

[403] https://www.researchgate.net/figure/Illustration-of-MV-LSTM-S-X-and-S-Y-are-the-in_fig1_285271115 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/use-cases/index.html

[403] https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/benchmarks/benchmark-faq/index.html

[429] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/tags/nvidia/index.html

[429] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/examples/index.html

[429] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/categories/index.html

[429] https://qdrant.to/linkedin | Failed: Network error: Too Many Requests

Errors in qdrant-landing/public/subscribe/index.html

[429] https://qdrant.to/linkedin | Failed: Network error: Too Many Requests

Errors in qdrant-landing/public/documentation/integrations/langchain/index.html

[404] https://python.langchain.com/en/latest/modules/indexes/vectorstores/examples/qdrant.html | Failed: Network error: Not Found

Errors in qdrant-landing/public/features/distributed/index.html

[429] https://qdrant.to/linkedin | Cached: Error (cached)

Errors in qdrant-landing/public/features/optimized/index.html

[429] https://qdrant.to/linkedin | Failed: Network error: Too Many Requests

Errors in qdrant-landing/public/surveys/index.html

[429] https://qdrant.to/linkedin | Cached: Error (cached)
Full Github Actions output

Incorrect publication title in footer

What's the issue?

Incorrect publication title 'A Demo That Does What The Title Says' in the footer.

How can it be fixed?

Change the short_description parameter in the frontmatter of qdrant-landing/content/articles/search-as-you-type.md.

Duplicate CSS rules in `css/custom-animate.css`

What's the issue?

Duplicate CSS rules in:

landing_page/qdrant-landing/themes/qdrant/static/css/custom-animate.css

Lines 262 to 280 in 765cb29

    
           @keyframes float_up_down { 
        
             0% { 
        
               transform: translateY(0px); 
        
               transform: translateY(0px); 
        
               opacity: 1; 
        
             } 
        
             50% { 
        
               transform: translateY(30px); 
        
               transform: translateY(30px); 
        
               opacity: 1; 
        
             } 
        
             100% { 
        
               transform: translateY(0px); 
        
               transform: translateY(0px); 
        
               opacity: 1; 
        
             } 
        
           }

What's the fix?

Looking at the other keyframes rules, I feel that adding the -webkit- prefix could be the fix.

Good news

Based on preliminary inspection, I see that qdrant-landing/themes/qdrant/static/css/custom-animate.css is not being used on the website. So, the website is not impacted by this bug.

Copying text comes with extra line

When using the clipboard button on code snippets, it gets copied with an extra newline, which makes it a little awkward, specially for terminal commands

Example

copies to:

docker pull qdrant/qdrant

instead of just:

docker pull qdrant/qdrant

Reproducibility

Happens with every code block

Link Checker Report

Summary

Status	Count
🔍 Total	12011
✅ Successful	11406
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	589
❓ Unknown	13
🚫 Errors	3

Errors per input

Errors in qdrant-landing/public/articles/metric-learning-tips/index.html

[403] https://www.researchgate.net/figure/Illustration-of-MV-LSTM-S-X-and-S-Y-are-the-in_fig1_285271115 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/documentation/integrations/langchain/index.html

[404] https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/qdrant.html | Failed: Network error: Not Found

Errors in qdrant-landing/public/use-cases/index.html

[403] https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445 | Failed: Network error: Forbidden
Full Github Actions output

Automate updating of docs

Create a GitHub Action to fetch and commit docs from public repo https://github.com/qdrant/docs according to version in config
Allow manual trigger of the action

[article] make medium-like fonts

darker
larger
serif

Link Checker Report

Summary

Status	Count
🔍 Total	11138
✅ Successful	10571
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	528
❓ Unknown	20
🚫 Errors	19

Errors per input

Errors in qdrant-landing/public/articles/metric-learning-tips/index.html

[403] https://www.researchgate.net/figure/Illustration-of-MV-LSTM-S-X-and-S-Y-are-the-in_fig1_285271115 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/articles/neural-search-tutorial/index.html

[ERR] http://localhost:8000/docs | Failed: Network error: tcp connect error: Connection refused (os error 111)
[ERR] http://localhost:6333/ | Cached: Error (cached)
[ERR] http://localhost:6333/ | Failed: Network error: tcp connect error: Connection refused (os error 111)
[ERR] http://localhost:8000/docs | Cached: Error (cached)

Errors in qdrant-landing/public/documentation/guides/monitoring/index.html

[ERR] http://localhost:6333/metrics | Failed: Network error: tcp connect error: Connection refused (os error 111)
[ERR] http://localhost:6333/metrics | Cached: Error (cached)

Errors in qdrant-landing/public/articles/chatgpt-plugin/index.html

[ERR] https://your-application-name.fly.dev/.well-known/openapi.yaml | Failed: Network error: dns error: no record found for Query { name: Name("your-application-name.fly.dev.nvteuoyyzb5e5f4nqjhax2omta.phxx.internal.cloudapp.net."), query_type: AAAA, query_class: IN }
[ERR] https://your-application-name.fly.dev/.well-known/logo.png | Failed: Network error: dns error: no record found for Query { name: Name("your-application-name.fly.dev.nvteuoyyzb5e5f4nqjhax2omta.phxx.internal.cloudapp.net."), query_type: AAAA, query_class: IN }
[ERR] https://your-application-name.fly.dev/docs | Failed: Network error: dns error: no record found for Query { name: Name("your-application-name.fly.dev.nvteuoyyzb5e5f4nqjhax2omta.phxx.internal.cloudapp.net."), query_type: AAAA, query_class: IN }

Errors in qdrant-landing/public/use-cases/index.html

[403] https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/legal/terms_cloud/index.html

[404] https://qdrant.tech/privacy-policy | Failed: Network error: Not Found

Errors in qdrant-landing/public/documentation/quick-start/index.html

[ERR] http://localhost:6333/ | Cached: Error (cached)

Errors in qdrant-landing/public/documentation/guides/telemetry/index.html

[ERR] http://localhost:6333/telemetry?details_level=6&anonymize=true | Cached: Error (cached)
[ERR] http://localhost:6333/telemetry?details_level=6&anonymize=true | Failed: Network error: tcp connect error: Connection refused (os error 111)

Errors in qdrant-landing/public/documentation/guides/installation/index.html

[ERR] http://localhost:6333/ | Cached: Error (cached)
Full Github Actions output

Possible upgrades in tools used

Tool 1: NPM SASS

landing_page/qdrant-landing/README.md

Lines 7 to 21 in 765cb29

    
           # Build css from scss 
        
           Install sass if you don't have it: 
        
           ```bash 
        
           npm install -g sass 
        
           ``` 
        
           ``` bash 
        
           cd qdrant-landing 
        
           sass --watch --style=compressed ./qdrant-landing/themes/qdrant/static/css/main.scss ./qdrant-landing/themes/qdrant/static/css/main.css 
        
           ``` 
        
           # Articles

We can do away with the requirement of using SASS from NPM. The Hugo extended version can transpile Sass to CSS using the embedded LibSass transpiler. Hugo can watch for changes and provide minified output.

Tool 2: cwebp

landing_page/qdrant-landing/README.md

Lines 59 to 63 in 765cb29

    
           You can install `cwebp` with the following command: 
        
           ```bash 
        
           curl -s https://raw.githubusercontent.com/Intervox/node-webp/latest/bin/install_webp | sudo bash 
        
           ```

We can do away with the requirement of using cwebp. The Hugo extended version can convert images to webp.

Hugo image processing can also crop from center:

When using the Crop or Fill method, the anchor determines the placement of the crop box. You may specify TopLeft, Top, TopRight, Left, Center, Right, BottomLeft, Bottom, BottomRight, or Smart.

Some benefits of doing it the Hugo way:

we need not store the webp images since, Hugo generates them 'on the fly' during the build process
we can convert not only cover images, but also other images (docs, guides, tutorials etc.) to webp

Tool 3: ImageMagick

landing_page/qdrant-landing/README.md

Line 57 in 765cb29

    
           Article preview is a set of images that will be used in the article preview. They can be generated from one image. To generate preview images, you need to have [ImageMagick](https://imagemagick.org/index.php) and [cwebp](https://developers.google.com/speed/webp/download) installed.

This is a purely optional upgrade due to the following reason:

The capabilities of ImageMagick are much more than what Hugo image processing currently offers.

landing_page/automation/generate-doc-preview.sh

Line 48 in 765cb29

    
           TITLE_TEXT=$(cat $PATH_TO_DOC | grep "title:" | head -n 1 | sed 's/title: //g' | sed 's/"//g')

However, Hugo can perfectly do, what this repo is trying to achieve with bash & ImageMagick. These include:

retrieving the section name, title from frontmatter
overlay text/image on top of an image (background) using a specific font

With Hugo we can use native methods like {{ .Title }}, {{ .Section }} instead of bash methods grep , head & sed. I don't have a performance comparison (regarding time, resources used) between Hugo & ImageMagick.

Conclusion

I see that this repo was created in March 2021, when Hugo didn't support webp. It was added in May 2021 in v0.83.0. I also understand that there can be certain reasons (which I may have missed) due to which the maintainers prefer to use these tools.

I am interested in hearing from the maintainers about their perspective on these upgrades.

404 message for Edit on GitHub link

Edit on GitHub link at the bottom of the webpage needs the path variable updated.
We just created new folders and the link to repo doesnt work for docs inside of folders....only for docs on the first level of the directory.

Try to edit http://qdrant.tech/documentation/concepts/collections/
It doesn't lead to the right folder in the repo.

Improve mobile view padding and font size

Landing container padding
Details card seperation ( adding border and box shadow can work)
Making a single design for buttons and button-containers and using it throughout the page for uniformity
Margin for company logos in here
We can add padding left and right to the container in mobile view and also improve the font size
Seperate these cards to look good
Make buttons uniform
Padding to icons and border radius to scroll up button

Duplicate CSS rules in `css/blocks/_forms.scss`

What's the issue

There are multiple issues in file css/blocks/_forms.scss.

Issue 1: duplicate `font-weight` CSS rule at 2 places:

landing_page/qdrant-landing/themes/qdrant/static/css/blocks/_forms.scss

Lines 187 to 207 in 765cb29

    
           .styled-form .form-group .check-box label:after { 
        
             position: absolute; 
        
             left: 0; 
        
             top: 0; 
        
             height: 15px; 
        
             line-height: 15px; 
        
             max-width: 0; 
        
             font-size: 14px; 
        
             color: #ffffff; 
        
             font-weight: 800; 
        
             overflow: hidden; 
        
             background: transparent; 
        
             text-align: center; 
        
             font-family: 'Font Awesome 5 Free'; 
        
             font-weight: 900; 
        
             /* -webkit-transition: max-width 500ms ease; */ 
        
             /* -moz-transition: max-width 500ms ease; */ 
        
             /* -ms-transition: max-width 500ms ease; */ 
        
             /* -o-transition: max-width 500ms ease; */ 
        
             /* transition: max-width 500ms ease; */ 
        
           }

landing_page/qdrant-landing/themes/qdrant/static/css/blocks/_forms.scss

Lines 284 to 299 in 765cb29

    
           .styled-form .form-group .radio-box label:after { 
        
             position: absolute; 
        
             left: 0; 
        
             top: 0; 
        
             height: 15px; 
        
             line-height: 15px; 
        
             max-width: 0; 
        
             font-size: 14px; 
        
             color: #ffffff; 
        
             font-weight: 800; 
        
             overflow: hidden; 
        
             background: transparent; 
        
             text-align: center; 
        
             font-family: 'Font Awesome 5 Free'; 
        
             font-weight: 900; 
        
           }

What's the fix?

Maintainers can decide which rule to use.

Issue 2: duplicate selector `.styled-form .form-group .radio-box label` and styles

landing_page/qdrant-landing/themes/qdrant/static/css/blocks/_forms.scss

Lines 134 to 158 in 765cb29

    
           .styled-form .form-group .check-box label{ 
        
             font-family: $font-family-non-content; 
        
             color: var(--brand-secondary); 
        
           } 
        
           .styled-form .form-group .check-box label{ 
        
             position: relative; 
        
             display: block; 
        
             height: 30px; 
        
             width: 100%; 
        
             line-height: 22px; 
        
             padding: 4px 10px 0; 
        
             padding-left: 25px; 
        
             background: #ffffff; 
        
             font-size: 15px; 
        
             font-weight: 400; 
        
             color: var(--brand-secondary); 
        
             cursor: pointer; 
        
             margin-bottom: 0; 
        
             /* -webkit-transition: all 300ms ease; */ 
        
             /* -moz-transition: all 300ms ease; */ 
        
             /* -ms-transition: all 300ms ease; */ 
        
             /* -o-transition: all 300ms ease; */ 
        
             /* transition: all 300ms ease; */ 
        
           }

Issue 3: duplicate selector `.styled-form .form-group .check-box label` and styles

landing_page/qdrant-landing/themes/qdrant/static/css/blocks/_forms.scss

Lines 231 to 255 in 765cb29

    
           .styled-form .form-group .radio-box label{ 
        
             font-family: $font-family-non-content; 
        
             color: var(--brand-secondary); 
        
           } 
        
           .styled-form .form-group .radio-box label{ 
        
             position: relative; 
        
             display: block; 
        
             height: 30px; 
        
             width: 100%; 
        
             line-height: 9px; 
        
             padding: 4px 10px 0; 
        
             padding-left: 25px; 
        
             background: #ffffff; 
        
             font-size: 15px; 
        
             font-weight: 400; 
        
             color: var(--brand-secondary); 
        
             cursor: pointer; 
        
             margin-bottom: 0; 
        
             /* -webkit-transition: all 300ms ease; */ 
        
             /* -moz-transition: all 300ms ease; */ 
        
             /* -ms-transition: all 300ms ease; */ 
        
             /* -o-transition: all 300ms ease; */ 
        
             /* transition: all 300ms ease; */ 
        
           }

What's the fix?

Remove duplicate color: var(--brand-secondary) rule. Consolidate CSS rules. I have opened a PR to fix this.

Link Checker Report

Summary

Status	Count
🔍 Total	85
✅ Successful	82
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	2
❓ Unknown	1
🚫 Errors	0
Full Github Actions output

Link Checker Report

Summary

Status	Count
🔍 Total	14050
✅ Successful	13336
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	667
❓ Unknown	10
🚫 Errors	37

Errors per input

Errors in qdrant-landing/public/articles/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/why-rust/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/metric-learning-tips/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)
[403] https://www.researchgate.net/figure/Illustration-of-MV-LSTM-S-X-and-S-Y-are-the-in_fig1_285271115 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/articles/langchain-integration/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/vector-similarity-beyond-search/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/qdrant-1.2.x/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Failed: Network error: Not Found

Errors in qdrant-landing/public/articles/chatgpt-plugin/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/case-studies/bloop/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/memory-consumption/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/qdrant-0-11-release/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/use-cases/index.html

[403] https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/articles/seed-round/index.html

[404] https://lear.inrialpes.fr/pubs/2011/JDS11/jegou_searching_with_quantization.pdf | Failed: Network error: Not Found
[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/dataset-quality/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Failed: Network error: Not Found

Errors in qdrant-landing/public/articles/qa-with-cohere-and-qdrant/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/faq-question-answering/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/qdrant-1.3.x/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/quantum-quantization/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/binary-quantization/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/qdrant-0-10-release/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/serverless/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/case-studies/pienso/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/embedding-recycler/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/food-discovery-demo/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/filtrable-hnsw/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/hybrid-search/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/search-as-you-type/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/cars-recognition/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/detecting-coffee-anomalies/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/scalar-quantization/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Failed: Network error: Not Found

Errors in qdrant-landing/public/articles/io_uring/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/web-ui-gsoc/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/triplet-loss/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/neural-search-tutorial/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)

Errors in qdrant-landing/public/articles/product-quantization/index.html

[404] https://qdrant.tech/articles_data/binary-quantization/preview/preview.jpg | Cached: Error (cached)
Full Github Actions output

Link Checker Report

Summary

Status	Count
🔍 Total	12825
✅ Successful	12195
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	618
❓ Unknown	7
🚫 Errors	5

Errors per input

Errors in qdrant-landing/public/articles/metric-learning-tips/index.html

[403] https://www.researchgate.net/figure/Illustration-of-MV-LSTM-S-X-and-S-Y-are-the-in_fig1_285271115 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/documentation/integrations/langchain/index.html

[404] https://python.langchain.com/docs/integrations/vectorstores/qdrant.html | Failed: Network error: Not Found

Errors in qdrant-landing/public/case-studies/bloop/index.html

[404] https://qdrant.tech/case-studies/bloop/social_preview.jpg | Failed: Network error: Not Found

Errors in qdrant-landing/public/use-cases/index.html

[403] https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/documentation/guides/security/index.html

[404] https://qdrant.tech/documentation/cloud/cloud-quick-start/#authentication | Failed: Network error: Not Found
Full Github Actions output

Link Checker Report

Summary

Status	Count
🔍 Total	12516
✅ Successful	11893
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	608
❓ Unknown	11
🚫 Errors	4

Errors per input

Errors in qdrant-landing/public/documentation/integrations/langchain/index.html

[404] https://python.langchain.com/docs/integrations/vectorstores/qdrant.html | Failed: Network error: Not Found

Errors in qdrant-landing/public/use-cases/index.html

[403] https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/articles/metric-learning-tips/index.html

[403] https://www.researchgate.net/figure/Illustration-of-MV-LSTM-S-X-and-S-Y-are-the-in_fig1_285271115 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/case-studies/bloop/index.html

[404] https://qdrant.tech/case-studies/bloop/social_preview.jpg | Failed: Network error: Not Found
Full Github Actions output

Link Checker Report

Summary

Status	Count
🔍 Total	11138
✅ Successful	10567
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	544
❓ Unknown	24
🚫 Errors	3

Errors per input

Errors in qdrant-landing/public/articles/metric-learning-tips/index.html

[403] https://www.researchgate.net/figure/Illustration-of-MV-LSTM-S-X-and-S-Y-are-the-in_fig1_285271115 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/use-cases/index.html

[403] https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/articles/detecting-coffee-anomalies/index.html

[403] https://agrivero.ai/ | Failed: Network error: Forbidden
Full Github Actions output

Link Checker Report

Summary

Status	Count
🔍 Total	11069
✅ Successful	10494
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	546
❓ Unknown	23
🚫 Errors	6

Errors per input

Errors in qdrant-landing/public/subscribe/index.html

[ERR] https://qdrant.to/facebook | Failed: Network error: error sending request for url (https://qdrant.to/facebook): channel closed

Errors in qdrant-landing/public/index.html

[ERR] https://qdrant.to/facebook | Cached: Error (cached)

Errors in qdrant-landing/public/use-cases/index.html

[403] https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/benchmarks/index.html

[ERR] https://qdrant.to/facebook | Cached: Error (cached)

Errors in qdrant-landing/public/benchmarks/benchmark-faq/index.html

[ERR] https://qdrant.to/facebook | Cached: Error (cached)

Errors in qdrant-landing/public/articles/metric-learning-tips/index.html

[403] https://www.researchgate.net/figure/Illustration-of-MV-LSTM-S-X-and-S-Y-are-the-in_fig1_285271115 | Failed: Network error: Forbidden
Full Github Actions output

Link Checker Report

Summary

Status	Count
🔍 Total	14135
✅ Successful	13470
⏳ Timeouts	0
🔀 Redirected	0
👻 Excluded	663
❓ Unknown	0
🚫 Errors	2

Errors per input

Errors in qdrant-landing/public/articles/metric-learning-tips/index.html

[403] https://www.researchgate.net/figure/Illustration-of-MV-LSTM-S-X-and-S-Y-are-the-in_fig1_285271115 | Failed: Network error: Forbidden

Errors in qdrant-landing/public/use-cases/index.html

[403] https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445 | Failed: Network error: Forbidden
Full Github Actions output

	img{
	display:inline-block;
	max-width:100%;
	}

	.centered{
	text-align:center;
	}

	img{
	display:inline-block;
	max-width:100%;
	height:auto;
	}

	@keyframes float_up_down {
	0% {
	transform: translateY(0px);
	transform: translateY(0px);
	opacity: 1;
	}

	50% {
	transform: translateY(30px);
	transform: translateY(30px);
	opacity: 1;
	}

	100% {
	transform: translateY(0px);
	transform: translateY(0px);
	opacity: 1;
	}
	}

	# Build css from scss

	Install sass if you don't have it:

	```bash
	npm install -g sass
	```

	``` bash
	cd qdrant-landing
	sass --watch --style=compressed ./qdrant-landing/themes/qdrant/static/css/main.scss ./qdrant-landing/themes/qdrant/static/css/main.css
	```

	# Articles

	You can install `cwebp` with the following command:

	```bash
	curl -s https://raw.githubusercontent.com/Intervox/node-webp/latest/bin/install_webp \| sudo bash
	```

	.styled-form .form-group .check-box label:after {
	position: absolute;
	left: 0;
	top: 0;
	height: 15px;
	line-height: 15px;
	max-width: 0;
	font-size: 14px;
	color: #ffffff;
	font-weight: 800;
	overflow: hidden;
	background: transparent;
	text-align: center;
	font-family: 'Font Awesome 5 Free';
	font-weight: 900;
	/* -webkit-transition: max-width 500ms ease; */
	/* -moz-transition: max-width 500ms ease; */
	/* -ms-transition: max-width 500ms ease; */
	/* -o-transition: max-width 500ms ease; */
	/* transition: max-width 500ms ease; */
	}

	.styled-form .form-group .radio-box label:after {
	position: absolute;
	left: 0;
	top: 0;
	height: 15px;
	line-height: 15px;
	max-width: 0;
	font-size: 14px;
	color: #ffffff;
	font-weight: 800;
	overflow: hidden;
	background: transparent;
	text-align: center;
	font-family: 'Font Awesome 5 Free';
	font-weight: 900;
	}

	.styled-form .form-group .check-box label{
	font-family: $font-family-non-content;
	color: var(--brand-secondary);
	}

	.styled-form .form-group .check-box label{
	position: relative;
	display: block;
	height: 30px;
	width: 100%;
	line-height: 22px;
	padding: 4px 10px 0;
	padding-left: 25px;
	background: #ffffff;
	font-size: 15px;
	font-weight: 400;
	color: var(--brand-secondary);
	cursor: pointer;
	margin-bottom: 0;
	/* -webkit-transition: all 300ms ease; */
	/* -moz-transition: all 300ms ease; */
	/* -ms-transition: all 300ms ease; */
	/* -o-transition: all 300ms ease; */
	/* transition: all 300ms ease; */
	}