diff --git a/pragmatic/haystack/docling_splitter.py b/pragmatic/docling_splitter.py
similarity index 98%
rename from pragmatic/haystack/docling_splitter.py
rename to pragmatic/docling_splitter.py
index 7561424..05ccc07 100644
--- a/pragmatic/haystack/docling_splitter.py
+++ b/pragmatic/docling_splitter.py
@@ -58,4 +58,4 @@ def from_dict(cls, data: Dict[str, Any]) -> "DoclingDocumentSplitter":
         """
         Deserializes the component from a dictionary.
         """
-        return default_from_dict(cls, data)
\ No newline at end of file
+        return default_from_dict(cls, data)
diff --git a/pragmatic/optimizations/finetuning.py b/pragmatic/finetuning.py
similarity index 100%
rename from pragmatic/optimizations/finetuning.py
rename to pragmatic/finetuning.py
diff --git a/pragmatic/pipelines/indexing.py b/pragmatic/pipelines/indexing.py
index d09b800..c9a4523 100644
--- a/pragmatic/pipelines/indexing.py
+++ b/pragmatic/pipelines/indexing.py
@@ -9,8 +9,8 @@
 
 from docling_haystack.converter import DoclingConverter, ExportType
 
-from pragmatic.haystack.docling_splitter import DoclingDocumentSplitter
-from pragmatic.optimizations.finetuning import finetune_embedding_model
+from pragmatic.docling_splitter import DoclingDocumentSplitter
+from pragmatic.finetuning import finetune_embedding_model
 from pragmatic.pipelines.pipeline import CommonPipelineWrapper