diff --git a/haystack/components/extractors/named_entity_extractor.py b/haystack/components/extractors/named_entity_extractor.py
index bfd5e0dbc..00350e6ae 100644
--- a/haystack/components/extractors/named_entity_extractor.py
+++ b/haystack/components/extractors/named_entity_extractor.py
@@ -12,7 +12,7 @@ from haystack import ComponentError, DeserializationError, Document, component,
 from haystack.lazy_imports import LazyImport
 from haystack.utils.device import ComponentDevice
 
-with LazyImport(message="Run 'pip install transformers[torch]'") as transformers_import:
+with LazyImport(message="Run 'pip install \"transformers[torch]\"'") as transformers_import:
     from transformers import AutoModelForTokenClassification, AutoTokenizer, pipeline
     from transformers import Pipeline as HfPipeline
 
diff --git a/haystack/components/generators/chat/hugging_face_local.py b/haystack/components/generators/chat/hugging_face_local.py
index 2f43f8d18..419fde20b 100644
--- a/haystack/components/generators/chat/hugging_face_local.py
+++ b/haystack/components/generators/chat/hugging_face_local.py
@@ -18,7 +18,7 @@ from haystack.utils import (
 
 logger = logging.getLogger(__name__)
 
-with LazyImport(message="Run 'pip install transformers[torch]'") as torch_and_transformers_import:
+with LazyImport(message="Run 'pip install \"transformers[torch]\"'") as torch_and_transformers_import:
     from huggingface_hub import model_info
     from transformers import PreTrainedTokenizer, PreTrainedTokenizerFast, StoppingCriteriaList, pipeline
 
diff --git a/haystack/components/generators/hugging_face_local.py b/haystack/components/generators/hugging_face_local.py
index 59561256f..178548c61 100644
--- a/haystack/components/generators/hugging_face_local.py
+++ b/haystack/components/generators/hugging_face_local.py
@@ -20,7 +20,7 @@ logger = logging.getLogger(__name__)
 
 SUPPORTED_TASKS = ["text-generation", "text2text-generation"]
 
-with LazyImport(message="Run 'pip install transformers[torch]'") as transformers_import:
+with LazyImport(message="Run 'pip install \"transformers[torch]\"'") as transformers_import:
     from transformers import StoppingCriteriaList, pipeline
 
     from haystack.utils.hf import (  # pylint: disable=ungrouped-imports
diff --git a/haystack/utils/device.py b/haystack/utils/device.py
index 517cb0461..ab635184e 100644
--- a/haystack/utils/device.py
+++ b/haystack/utils/device.py
@@ -14,7 +14,7 @@ logger = logging.getLogger(__name__)
 
 with LazyImport(
     message="PyTorch must be installed to use torch.device or use GPU support in HuggingFace transformers. "
-    "Run 'pip install transformers[torch]'"
+    "Run 'pip install \"transformers[torch]\"'"
 ) as torch_import:
     import torch
 
diff --git a/haystack/utils/hf.py b/haystack/utils/hf.py
index f527b2431..89f036a70 100644
--- a/haystack/utils/hf.py
+++ b/haystack/utils/hf.py
@@ -13,7 +13,7 @@ from haystack.lazy_imports import LazyImport
 from haystack.utils.auth import Secret
 from haystack.utils.device import ComponentDevice
 
-with LazyImport(message="Run 'pip install transformers[torch]'") as torch_import:
+with LazyImport(message="Run 'pip install \"transformers[torch]\"'") as torch_import:
     import torch
 
 with LazyImport(message="Run 'pip install \"huggingface_hub>=0.23.0\"'") as huggingface_hub_import:
@@ -270,7 +270,7 @@ def check_generation_params(kwargs: Optional[Dict[str, Any]], additional_accepte
             )
 
 
-with LazyImport(message="Run 'pip install transformers[torch]'") as transformers_import:
+with LazyImport(message="Run 'pip install \"transformers[torch]\"'") as transformers_import:
     from transformers import PreTrainedTokenizer, PreTrainedTokenizerFast, StoppingCriteria, TextStreamer
 
     torch_import.check()