@@ -980,6 +980,8 @@ Create different `segmentation` Analyzers to show the behavior of the different
980980
981981<small>Introduced in: v3.10.0</small>
982982
983+ {% include hint-ee.md feature="The `classification` analyzer" %}
984+
983985{% hint 'warning' %}
984986This feature is experimental and under active development.
985987The naming and interfaces may change at any time.
@@ -988,13 +990,13 @@ Execution times are not representative of the final product.
988990
989991An Analyzer capable of classifying tokens in the input text.
990992
991- It applies a user-provided [fastText](https://fasttext.cc/){:target="_blank"}
993+ It applies a user-provided [supervised fastText](https://fasttext.cc/docs/en/supervised-tutorial.html ){:target="_blank"}
992994word embedding model to classify the input text. It is able to classify
993995individual tokens as well as entire inputs.
994996
995997The *properties* allowed for this Analyzer are an object with the following attributes:
996998
997- - `model_location` (string): the on-disk path to the trained fastText model.
999+ - `model_location` (string): the on-disk path to the trained fastText supervised model.
9981000 Note: if you are running this in an ArangoDB cluster, this model must exist on
9991001 every machine in the cluster.
10001002- `top_k` (number, optional): the number of class labels that will be produced
@@ -1038,6 +1040,8 @@ db._query(`LET str = "Which baking dish is best to bake a banana bread ?"
10381040
10391041<small >Introduced in: v3.10.0</small >
10401042
1043+ {% include hint-ee.md feature="The ` nearest_neighbors ` analyzer" %}
1044+
10411045{% hint 'warning' %}
10421046This feature is experimental and under active development.
10431047The naming and interfaces may change at any time.
@@ -1046,15 +1050,15 @@ Execution times are not representative of the final product.
10461050
10471051An Analyzer capable of finding nearest neighbors of tokens in the input.
10481052
1049- It applies a user-provided [ fastText] ( https://fasttext.cc/ ) {: target ="_ blank"}
1053+ It applies a user-provided [ supervised fastText] ( https://fasttext.cc/docs/en/supervised-tutorial.html ) {: target ="_ blank"}
10501054word embedding model to retrieve nearest neighbor tokens in the text.
10511055It is able to find neighbors of individual tokens as well as entire input strings.
10521056For entire input strings, the Analyzer will return nearest neighbors for each
10531057token within the input string.
10541058
10551059The * properties* allowed for this Analyzer are an object with the following attributes:
10561060
1057- - ` model_location ` (string): the on-disk path to the trained fastText model.
1061+ - ` model_location ` (string): the on-disk path to the trained fastText supervised model.
10581062 Note: if you are running this in an ArangoDB cluster, this model must exist on
10591063 every machine in the cluster.
10601064- ` top_k ` (number, optional): the number of class labels that will be produced
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