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Fix Docs : minor grammar fixes (#2218)

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* fix(docs): fix typos and some links in documentation

* fix(docs): correct typo in filtering.md

* Update qdrant-landing/content/documentation/headless/snippets/inference/jinaai-upsert/generated/typescript.md

Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com>

* Update qdrant-landing/content/documentation/headless/snippets/inference/multiple/generated/typescript.md

Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com>

* Update qdrant-landing/content/documentation/hybrid-cloud/configure-scale-upgrade.md

Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com>

* Update qdrant-landing/content/documentation/cloud-api.md

Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com>

---------

Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com>
This commit is contained in:
Mohamed Arbi
2026-03-26 17:23:36 +01:00
committed by GitHub
co-authored by Abdon Pijpelink
parent 3f3ef1ad20
commit c0db45ed8f
58 changed files with 75 additions and 75 deletions
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qdrant-landing/content/documentation/headless/snippets/cloud-inference/vector-search/upload-data/_description.md
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This code snipet shows how to load a dataset and upload dense and sparse vectors to Qdrant. While uploading the vectors we also include a payload known as text.
This code snippet shows how to load a dataset and upload dense and sparse vectors to Qdrant. While uploading the vectors we also include a payload known as text.
qdrant-landing/content/documentation/headless/snippets/create-payload-index/stopwords-full-text/_description.md
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This code snippet demonstrates how to create a full-text index for a specified field in a collection with stopwords configuration. There are 2 examples of Stopwords configuration, simple and explicit. Simple configuration specifies only a signle language, only pre-defined stopwords from this language will be used. Explicit configurations configures combination of stopwords from 2 languages and one custom stopword.
This code snippet demonstrates how to create a full-text index for a specified field in a collection with stopwords configuration. There are 2 examples of Stopwords configuration, simple and explicit. Simple configuration specifies only a single language, only pre-defined stopwords from this language will be used. Explicit configurations configures combination of stopwords from 2 languages and one custom stopword.
qdrant-landing/content/documentation/headless/snippets/insert-points/with-tenant-group-id-and-fallback-shard-key/_description.md
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This code snippet is for a PUT request to insert points into a collection, where each point has an ID, a payload containing a group ID, and a vector. The code illustrates partitioning vectors by user to ensure that each user can only access their own vectors. It emphasizes adding a `group_id` field to each vector in the collection, facilitating user-specific data access control. Additionally, it suggests using an appropriate naming convention for the key in the payload for flexibility in data structures.
In addition, the snippet includes a shard key selector, allowing a dymamic routing between shared and dedicated shards based on the existance of `target` shard in the collection.
In addition, the snippet includes a shard key selector, allowing a dynamic routing between shared and dedicated shards based on the existence of `target` shard in the collection.