John KupchankoandClaude Opus 4.7 ecc0365149 Address second review round (kanungle, abdonpijpelink) ...

- Move the "Before we get into..." sentence into the Why Vector Type
  Matters section (per Neil's clarified intent)
- Replace all custom-styled inline HTML (vector-type badges, best-fit/
  watch-for callouts, benchmark boxes) with standard markdown for
  consistency with other articles and docs
- Point to "Qdrant's Agent Skills" at qdrant.tech/documentation/skills/
- Switch Option 3 example from scalar quantization to TurboQuant

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

2026-07-13 13:00:02 -07:00

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about-us

cleaning falsely rendered pages (#2376)

2026-05-27 17:27:41 +02:00

advanced-search

Update advanced-search page (#2269)

2026-04-21 18:00:07 +02:00

agenda

VSD Agenda page (#2396)

2026-06-04 15:53:31 +02:00

ai-agents

Restructure Docs - Stage 4a (#2280)

2026-04-20 18:03:45 +02:00

articles

Address second review round (kanungle, abdonpijpelink)

2026-07-13 13:00:02 -07:00

benchmarks

Fix Docs : minor grammar fixes (#2218)

2026-03-26 17:23:36 +01:00

blog

corrected hyperlink

2026-07-08 23:02:33 -07:00

brand-resources

update brand colors on the brand resources page (#2265)

2026-04-09 17:15:46 +02:00

cloud-inference

Update cloud inference FAQ

2026-03-05 13:47:41 +01:00

community

remove events card link; support non-link community feature cards (#2327)

2026-05-05 00:09:00 +02:00

contact-us

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course

Revert "added quote wrapping to meta description content"

2026-05-01 09:28:30 -07:00

customers

cleaning falsely rendered pages (#2376)

2026-05-27 17:27:41 +02:00

data-analysis

Update data-analysis page (#2272)

2026-04-13 16:01:40 +02:00

debug.skip

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demo

Replaced vector db to serch in content (#2189)

2026-03-12 00:40:36 +01:00

documentation

Merge pull request #2487 from qdrant/random-shape-payloads

2026-07-09 09:51:33 -04:00

edge

Edge page update (#2143)

2026-02-19 23:13:19 +01:00

elastic-lucene

fix: linkchecker include filter port mismatch (#2242)

2026-03-30 17:21:32 +02:00

enterprise-solutions

Restructure Docs - Stage 4a (#2280)

2026-04-20 18:03:45 +02:00

features

Hugo and dependency updates (#2310)

2026-05-07 15:49:20 +02:00

get_anonymous_id

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headless

Update GitHub Stars

2026-07-05 17:24:17 +00:00

healthcare

fix: linkchecker include filter port mismatch (#2242)

2026-03-30 17:21:32 +02:00

hybrid-cloud

Replaced vector db to serch in content (#2189)

2026-03-12 00:40:36 +01:00

industries

cleaning falsely rendered pages (#2376)

2026-05-27 17:27:41 +02:00

learn

Merge pull request #2444 from qdrant/tech-article-reorg-2

2026-07-07 14:20:18 -07:00

legal

update privacy email (#2400)

2026-06-04 15:59:29 +02:00

lp

Lucene upd (#2142)

2026-02-19 17:31:46 +01:00

marketing

Hugo and dependency updates (#2310)

2026-05-07 15:49:20 +02:00

partners

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pricing

add support tiers to the pricing page (#2443)

2026-06-26 15:07:32 +02:00

private-cloud

Replaced vector db to serch in content (#2189)

2026-03-12 00:40:36 +01:00

qdrant-cloud

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qdrant-for-startups

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qdrant-vector-database

fix: linkchecker include filter port mismatch (#2242)

2026-03-30 17:21:32 +02:00

recommendations

Update recommendations page (#2270)

2026-04-13 15:56:24 +02:00

retrieval-augmented-generation

Update rag page (#2271)

2026-04-13 15:59:19 +02:00

security

Hugo and dependency updates (#2310)

2026-05-07 15:49:20 +02:00

stack

Hugo and dependency updates (#2310)

2026-05-07 15:49:20 +02:00

stars

added srimon as a new qdrant star

2026-06-08 09:39:48 +08:00

subscribe

Update copyright year to 2026 (#2262)

2026-04-08 17:52:37 +02:00

subscribe-confirmation

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use-cases

cleaning falsely rendered pages (#2376)

2026-05-27 17:27:41 +02:00

vsd

VSD Agenda page (#2396)

2026-06-04 15:53:31 +02:00

vsd-recap

Vsd 26 recap page (#2467)

2026-07-02 20:08:23 +02:00