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2 changes: 1 addition & 1 deletion _includes/code/java-v6/src/test/java/ConnectionTest.java
Original file line number Diff line number Diff line change
Expand Up @@ -151,7 +151,7 @@ void testCustomApiKeyConnection() throws Exception {
System.out.println(client.isReady()); // Should print: `True`

client.close(); // Free up resources
// // END ConnectWithApiKeyExample
// END ConnectWithApiKeyExample
}

@Test
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4 changes: 2 additions & 2 deletions docs/weaviate/connections/connect-cloud.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -83,7 +83,7 @@ import HostnameWarning from "/_includes/wcs/hostname-warning.mdx";
text={GoCode}
startMarker="// START APIKeyWCD"
endMarker="// END APIKeyWCD"
language="py"
language="goraw"
/>
<HostnameWarning />
</TabItem>
Expand Down Expand Up @@ -139,7 +139,7 @@ If you use API-based models for vectorization or RAG, you must provide an API ke
text={GoCode}
startMarker="// START ThirdPartyAPIKeys"
endMarker="// END ThirdPartyAPIKeys"
language="py"
language="goraw"
/>
</TabItem>
<TabItem value="java" label="Java">
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13 changes: 11 additions & 2 deletions docs/weaviate/modules/index.md
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Expand Up @@ -9,7 +9,7 @@ image: og/docs/modules/_title.jpg
This section describes Weaviate's individual modules, including their capabilities and how to use them.

:::tip Looking for vectorizer, generative AI, or reranker integration docs?
They have moved to our [model provider integrations](../model-providers/index.md) section, for a more focussed, user-centric look at these integrations.
They have moved to our [model provider integrations](../model-providers/index.md) section, for a more focused, user-centric look at these integrations.
:::

## General
Expand All @@ -25,7 +25,7 @@ Weaviate modules can be divided into the following categories:
- [Generative AI](#vectorizer-reranker-and-generative-ai-integrations): Integrate generative AI models for retrieval augmented generation (RAG).
- [Backup](#backup-modules): Facilitate backup and restore operations in Weaviate.
- [Offloading](#offloading-modules): Facilitate offloading of tenant data to external storage.
- [Others]: Modules that provide additional functionalities.
- [Others](#other-modules): Modules that provide additional functionalities.

#### Vectorizer, reranker, and generative AI integrations

Expand Down Expand Up @@ -116,6 +116,15 @@ In addition to the above, there are other modules such as:
- [text-spellcheck](./spellcheck.md): Spell checking capability for GraphQL queries.
- [sum-transformers](./sum-transformers.md): Summarize text using transformer models.
- [usage-modules](./usage-modules.md): Collect and upload usage analytics to GCS or S3 for the purposes of billing.
- [custom-modules](./custom-modules.md): Attach your own machine learning model to Weaviate as a module.

### Other vectorizer modules

The following vectorizer modules are not covered by the [model provider integration](../model-providers/index.md) pages:

- [text2vec-contextionary](./text2vec-contextionary.md) (deprecated): Vectorize text locally with the lightweight Contextionary model.
- [img2vec-neural](./img2vec-neural.md): Vectorize images locally with a `resnet50` model.
- [ref2vec-centroid](./ref2vec-centroid.md): Calculate an object's vector from the centroid of its referenced objects' vectors.

## Related pages

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2 changes: 1 addition & 1 deletion docs/weaviate/modules/ner-transformers.md
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Expand Up @@ -57,7 +57,7 @@ services:
EXTENSIONS_STORAGE_ORIGIN: http://weaviate:8080
NEIGHBOR_OCCURRENCE_IGNORE_PERCENTILE: 5
ENABLE_COMPOUND_SPLITTING: 'false'
image: cr.weaviate.io/semitechnologies/contextionary:en0.16.0-v1.0.2
image: cr.weaviate.io/semitechnologies/contextionary:en0.16.0-v1.2.1
ports:
- 9999:9999
ner-transformers:
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2 changes: 1 addition & 1 deletion docs/weaviate/modules/spellcheck.md
Original file line number Diff line number Diff line change
Expand Up @@ -55,7 +55,7 @@ services:
EXTENSIONS_STORAGE_ORIGIN: http://weaviate:8080
NEIGHBOR_OCCURRENCE_IGNORE_PERCENTILE: 5
ENABLE_COMPOUND_SPLITTING: 'false'
image: cr.weaviate.io/semitechnologies/contextionary:en0.16.0-v1.0.2
image: cr.weaviate.io/semitechnologies/contextionary:en0.16.0-v1.2.1
ports:
- 9999:9999
text-spellcheck:
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2 changes: 1 addition & 1 deletion docs/weaviate/modules/sum-transformers.md
Original file line number Diff line number Diff line change
Expand Up @@ -76,7 +76,7 @@ services:
EXTENSIONS_STORAGE_ORIGIN: http://weaviate:8080
NEIGHBOR_OCCURRENCE_IGNORE_PERCENTILE: 5
ENABLE_COMPOUND_SPLITTING: 'false'
image: cr.weaviate.io/semitechnologies/contextionary:en0.16.0-v1.0.2
image: cr.weaviate.io/semitechnologies/contextionary:en0.16.0-v1.2.1
ports:
- 9999:9999
sum-transformers:
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