diff --git a/qdrant-landing/content/documentation/concepts/search.md b/qdrant-landing/content/documentation/concepts/search.md index ebca487f8..254064903 100644 --- a/qdrant-landing/content/documentation/concepts/search.md +++ b/qdrant-landing/content/documentation/concepts/search.md @@ -692,7 +692,7 @@ The result of this API contains one array per search requests. *Available as of v0.8.3* -Search and recommendation APIs allow to skip first results of the search and return only the result starting from some specified offset: +Search and [recommendation](../explore/#recommendation-api) APIs allow to skip first results of the search and return only the result starting from some specified offset: Example: @@ -771,7 +771,7 @@ Using an `offset` parameter, will require to internally retrieve `offset + limit It is possible to group results by a certain field. This is useful when you have multiple points for the same item, and you want to avoid redundancy of the same item in the results. -For example, if you have a large document split into multiple chunks, and you want to search or recommend on a per-document basis, you can group the results by the document ID. +For example, if you have a large document split into multiple chunks, and you want to search or [recommend](../explore/#recommendation-api) on a per-document basis, you can group the results by the document ID. Consider having points with the following payloads: @@ -883,63 +883,6 @@ client .await?; ``` -### Recommend groups - -REST API ([Schema](https://qdrant.github.io/qdrant/redoc/index.html#tag/points/operation/recommend_point_groups)): - -```http -POST /collections/{collection_name}/points/recommend/groups -{ - // Same as in the regular recommend API - "negative": [1], - "positive": [2, 5], - - // Grouping parameters - "group_by": "document_id", // Path of the field to group by - "limit": 4, // Max amount of groups - "group_size": 2, // Max amount of points per group -} -``` - -```python -client.recommend_groups( - collection_name="{collection_name}", - # Same as in the regular recommend() API - negative=[1], - positive=[2, 5], - # Grouping parameters - group_by="document_id", # Path of the field to group by - limit=4, # Max amount of groups - group_size=2, # Max amount of points per group -) -``` - -```typescript -client.recommendPointGroups("{collection_name}", { - negative: [1], - positive: [2, 5], - group_by: "document_id", - limit: 4, - group_size: 2, -}); -``` - -```rust -use qdrant_client::qdrant::RecommendPointGroups; - -client - .recommend_groups(&RecommendPointGroups { - collection_name: "{collection_name}".to_string(), - positive: vec![1.into()], - negative: vec![2.into(), 5.into()], - group_by: "document_id".to_string(), - limit: 4, - group_size: 10, - ..Default::default() - }) - .await?; -``` - The output of a ***groups*** call looks like this: ```json