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Jul 17, 2026
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docs: sync Core Integrations API reference (transformers) on Docusaurus #12039

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4 changes: 3 additions & 1 deletion docs-website/reference/integrations-api/transformers.md
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Expand Up @@ -910,7 +910,9 @@ Specify the set of labels for categorization when initializing the component.

```python
from haystack import Document
from haystack.components.embedders import SentenceTransformersTextEmbedder, SentenceTransformersDocumentEmbedder
# Requires: pip install sentence-transformers-haystack
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersTextEmbedder
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersDocumentEmbedder
from haystack.components.retrievers import InMemoryEmbeddingRetriever
from haystack.core.pipeline import Pipeline
from haystack.document_stores.in_memory import InMemoryDocumentStore
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4 changes: 3 additions & 1 deletion ...-website/reference_versioned_docs/version-2.18/integrations-api/transformers.md
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Original file line number Diff line number Diff line change
Expand Up @@ -910,7 +910,9 @@ Specify the set of labels for categorization when initializing the component.

```python
from haystack import Document
from haystack.components.embedders import SentenceTransformersTextEmbedder, SentenceTransformersDocumentEmbedder
# Requires: pip install sentence-transformers-haystack
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersTextEmbedder
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersDocumentEmbedder
from haystack.components.retrievers import InMemoryEmbeddingRetriever
from haystack.core.pipeline import Pipeline
from haystack.document_stores.in_memory import InMemoryDocumentStore
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4 changes: 3 additions & 1 deletion ...-website/reference_versioned_docs/version-2.19/integrations-api/transformers.md
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Original file line number Diff line number Diff line change
Expand Up @@ -910,7 +910,9 @@ Specify the set of labels for categorization when initializing the component.

```python
from haystack import Document
from haystack.components.embedders import SentenceTransformersTextEmbedder, SentenceTransformersDocumentEmbedder
# Requires: pip install sentence-transformers-haystack
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersTextEmbedder
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersDocumentEmbedder
from haystack.components.retrievers import InMemoryEmbeddingRetriever
from haystack.core.pipeline import Pipeline
from haystack.document_stores.in_memory import InMemoryDocumentStore
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4 changes: 3 additions & 1 deletion ...-website/reference_versioned_docs/version-2.20/integrations-api/transformers.md
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Original file line number Diff line number Diff line change
Expand Up @@ -910,7 +910,9 @@ Specify the set of labels for categorization when initializing the component.

```python
from haystack import Document
from haystack.components.embedders import SentenceTransformersTextEmbedder, SentenceTransformersDocumentEmbedder
# Requires: pip install sentence-transformers-haystack
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersTextEmbedder
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersDocumentEmbedder
from haystack.components.retrievers import InMemoryEmbeddingRetriever
from haystack.core.pipeline import Pipeline
from haystack.document_stores.in_memory import InMemoryDocumentStore
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4 changes: 3 additions & 1 deletion ...-website/reference_versioned_docs/version-2.21/integrations-api/transformers.md
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Original file line number Diff line number Diff line change
Expand Up @@ -910,7 +910,9 @@ Specify the set of labels for categorization when initializing the component.

```python
from haystack import Document
from haystack.components.embedders import SentenceTransformersTextEmbedder, SentenceTransformersDocumentEmbedder
# Requires: pip install sentence-transformers-haystack
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersTextEmbedder
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersDocumentEmbedder
from haystack.components.retrievers import InMemoryEmbeddingRetriever
from haystack.core.pipeline import Pipeline
from haystack.document_stores.in_memory import InMemoryDocumentStore
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4 changes: 3 additions & 1 deletion ...-website/reference_versioned_docs/version-2.22/integrations-api/transformers.md
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Original file line number Diff line number Diff line change
Expand Up @@ -910,7 +910,9 @@ Specify the set of labels for categorization when initializing the component.

```python
from haystack import Document
from haystack.components.embedders import SentenceTransformersTextEmbedder, SentenceTransformersDocumentEmbedder
# Requires: pip install sentence-transformers-haystack
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersTextEmbedder
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersDocumentEmbedder
from haystack.components.retrievers import InMemoryEmbeddingRetriever
from haystack.core.pipeline import Pipeline
from haystack.document_stores.in_memory import InMemoryDocumentStore
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4 changes: 3 additions & 1 deletion ...-website/reference_versioned_docs/version-2.23/integrations-api/transformers.md
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Original file line number Diff line number Diff line change
Expand Up @@ -910,7 +910,9 @@ Specify the set of labels for categorization when initializing the component.

```python
from haystack import Document
from haystack.components.embedders import SentenceTransformersTextEmbedder, SentenceTransformersDocumentEmbedder
# Requires: pip install sentence-transformers-haystack
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersTextEmbedder
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersDocumentEmbedder
from haystack.components.retrievers import InMemoryEmbeddingRetriever
from haystack.core.pipeline import Pipeline
from haystack.document_stores.in_memory import InMemoryDocumentStore
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4 changes: 3 additions & 1 deletion ...-website/reference_versioned_docs/version-2.24/integrations-api/transformers.md
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Original file line number Diff line number Diff line change
Expand Up @@ -910,7 +910,9 @@ Specify the set of labels for categorization when initializing the component.

```python
from haystack import Document
from haystack.components.embedders import SentenceTransformersTextEmbedder, SentenceTransformersDocumentEmbedder
# Requires: pip install sentence-transformers-haystack
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersTextEmbedder
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersDocumentEmbedder
from haystack.components.retrievers import InMemoryEmbeddingRetriever
from haystack.core.pipeline import Pipeline
from haystack.document_stores.in_memory import InMemoryDocumentStore
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4 changes: 3 additions & 1 deletion ...-website/reference_versioned_docs/version-2.25/integrations-api/transformers.md
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Original file line number Diff line number Diff line change
Expand Up @@ -910,7 +910,9 @@ Specify the set of labels for categorization when initializing the component.

```python
from haystack import Document
from haystack.components.embedders import SentenceTransformersTextEmbedder, SentenceTransformersDocumentEmbedder
# Requires: pip install sentence-transformers-haystack
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersTextEmbedder
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersDocumentEmbedder
from haystack.components.retrievers import InMemoryEmbeddingRetriever
from haystack.core.pipeline import Pipeline
from haystack.document_stores.in_memory import InMemoryDocumentStore
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4 changes: 3 additions & 1 deletion ...-website/reference_versioned_docs/version-2.26/integrations-api/transformers.md
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Original file line number Diff line number Diff line change
Expand Up @@ -910,7 +910,9 @@ Specify the set of labels for categorization when initializing the component.

```python
from haystack import Document
from haystack.components.embedders import SentenceTransformersTextEmbedder, SentenceTransformersDocumentEmbedder
# Requires: pip install sentence-transformers-haystack
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersTextEmbedder
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersDocumentEmbedder
from haystack.components.retrievers import InMemoryEmbeddingRetriever
from haystack.core.pipeline import Pipeline
from haystack.document_stores.in_memory import InMemoryDocumentStore
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4 changes: 3 additions & 1 deletion ...-website/reference_versioned_docs/version-2.27/integrations-api/transformers.md
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Original file line number Diff line number Diff line change
Expand Up @@ -910,7 +910,9 @@ Specify the set of labels for categorization when initializing the component.

```python
from haystack import Document
from haystack.components.embedders import SentenceTransformersTextEmbedder, SentenceTransformersDocumentEmbedder
# Requires: pip install sentence-transformers-haystack
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersTextEmbedder
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersDocumentEmbedder
from haystack.components.retrievers import InMemoryEmbeddingRetriever
from haystack.core.pipeline import Pipeline
from haystack.document_stores.in_memory import InMemoryDocumentStore
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4 changes: 3 additions & 1 deletion ...-website/reference_versioned_docs/version-2.28/integrations-api/transformers.md
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Original file line number Diff line number Diff line change
Expand Up @@ -910,7 +910,9 @@ Specify the set of labels for categorization when initializing the component.

```python
from haystack import Document
from haystack.components.embedders import SentenceTransformersTextEmbedder, SentenceTransformersDocumentEmbedder
# Requires: pip install sentence-transformers-haystack
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersTextEmbedder
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersDocumentEmbedder
from haystack.components.retrievers import InMemoryEmbeddingRetriever
from haystack.core.pipeline import Pipeline
from haystack.document_stores.in_memory import InMemoryDocumentStore
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4 changes: 3 additions & 1 deletion ...-website/reference_versioned_docs/version-2.29/integrations-api/transformers.md
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Original file line number Diff line number Diff line change
Expand Up @@ -910,7 +910,9 @@ Specify the set of labels for categorization when initializing the component.

```python
from haystack import Document
from haystack.components.embedders import SentenceTransformersTextEmbedder, SentenceTransformersDocumentEmbedder
# Requires: pip install sentence-transformers-haystack
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersTextEmbedder
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersDocumentEmbedder
from haystack.components.retrievers import InMemoryEmbeddingRetriever
from haystack.core.pipeline import Pipeline
from haystack.document_stores.in_memory import InMemoryDocumentStore
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4 changes: 3 additions & 1 deletion ...-website/reference_versioned_docs/version-2.30/integrations-api/transformers.md
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Original file line number Diff line number Diff line change
Expand Up @@ -910,7 +910,9 @@ Specify the set of labels for categorization when initializing the component.

```python
from haystack import Document
from haystack.components.embedders import SentenceTransformersTextEmbedder, SentenceTransformersDocumentEmbedder
# Requires: pip install sentence-transformers-haystack
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersTextEmbedder
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersDocumentEmbedder
from haystack.components.retrievers import InMemoryEmbeddingRetriever
from haystack.core.pipeline import Pipeline
from haystack.document_stores.in_memory import InMemoryDocumentStore
Expand Down
4 changes: 3 additions & 1 deletion ...-website/reference_versioned_docs/version-2.31/integrations-api/transformers.md
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Original file line number Diff line number Diff line change
Expand Up @@ -910,7 +910,9 @@ Specify the set of labels for categorization when initializing the component.

```python
from haystack import Document
from haystack.components.embedders import SentenceTransformersTextEmbedder, SentenceTransformersDocumentEmbedder
# Requires: pip install sentence-transformers-haystack
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersTextEmbedder
from haystack_integrations.components.embedders.sentence_transformers import SentenceTransformersDocumentEmbedder
from haystack.components.retrievers import InMemoryEmbeddingRetriever
from haystack.core.pipeline import Pipeline
from haystack.document_stores.in_memory import InMemoryDocumentStore
Expand Down