diff --git a/examples/retrievers/in_memory_bm25_documentsearch.py b/examples/retrievers/in_memory_bm25_documentsearch.py
deleted file mode 100644
index 2b8ee66e8..000000000
--- a/examples/retrievers/in_memory_bm25_documentsearch.py
+++ /dev/null
@@ -1,27 +0,0 @@
-from haystack import Document, Pipeline
-from haystack.components.retrievers.in_memory import InMemoryBM25Retriever
-from haystack.document_stores.in_memory import InMemoryDocumentStore
-
-# Create components and a query pipeline
-document_store = InMemoryDocumentStore()
-retriever = InMemoryBM25Retriever(document_store=document_store)
-
-pipeline = Pipeline()
-pipeline.add_component(instance=retriever, name="retriever")
-
-# Add Documents
-documents = [
-    Document(content="There are over 7,000 languages spoken around the world today."),
-    Document(
-        content="Elephants have been observed to behave in a way that indicates a high level of self-awareness, such as recognizing themselves in mirrors."
-    ),
-    Document(
-        content="In certain parts of the world, like the Maldives, Puerto Rico, and San Diego, you can witness the phenomenon of bioluminescent waves."
-    ),
-]
-document_store.write_documents(documents)
-
-# Run the pipeline
-result = pipeline.run(data={"retriever": {"query": "How many languages are there?"}})
-
-print(result["retriever"]["documents"][0])