diff --git a/examples/rag-wikipedia-ollama/README.md b/examples/rag-wikipedia-ollama/README.md
index e9b8f9e..c9abb97 100644
--- a/examples/rag-wikipedia-ollama/README.md
+++ b/examples/rag-wikipedia-ollama/README.md
@@ -30,8 +30,8 @@ The output can differ slightly on each run, but it's along the lines of:
 2024/03/02 20:02:34 Adding documents to chromem-go, including creating their embeddings via Ollama API...
 2024/03/02 20:03:11 Querying chromem-go...
 2024/03/02 20:03:11 Search (incl query embedding) took 231.672667ms
-2024/03/02 20:03:11 Document 1 (similarity: 0.704056): "Malleable Iron Range Company was a company that existed from 1896 to 1985 and primarily produced kitchen ranges made of malleable iron but also produced a variety of other related products. The company's primary trademark was 'Monarch' and was colloquially often referred to as the Monarch Company or just Monarch."
-2024/03/02 20:03:11 Document 2 (similarity: 0.620080): "The American Motor Car Company was a short-lived company in the automotive industry founded in 1906 lasting until 1913. It was based in Indianapolis Indiana United States. The American Motor Car Company pioneered the underslung design."
+2024/03/02 20:03:11 Document 1 (similarity: 0.655357): "Malleable Iron Range Company was a company that existed from 1896 to 1985 and primarily produced kitchen ranges made of malleable iron but also produced a variety of other related products. The company's primary trademark was 'Monarch' and was colloquially often referred to as the Monarch Company or just Monarch."
+2024/03/02 20:03:11 Document 2 (similarity: 0.504042): "The American Motor Car Company was a short-lived company in the automotive industry founded in 1906 lasting until 1913. It was based in Indianapolis Indiana United States. The American Motor Car Company pioneered the underslung design."
 2024/03/02 20:03:11 Asking LLM with augmented question...
 2024/03/02 20:03:32 Reply after augmenting the question with knowledge: "The Monarch Company existed from 1896 to 1985."
 ```
diff --git a/examples/rag-wikipedia-ollama/main.go b/examples/rag-wikipedia-ollama/main.go
index 6ef03e9..23f1ad0 100644
--- a/examples/rag-wikipedia-ollama/main.go
+++ b/examples/rag-wikipedia-ollama/main.go
@@ -144,8 +144,8 @@ func main() {
 	2024/03/02 20:02:34 Adding documents to chromem-go, including creating their embeddings via Ollama API...
 	2024/03/02 20:03:11 Querying chromem-go...
 	2024/03/02 20:03:11 Search (incl query embedding) took 231.672667ms
-	2024/03/02 20:03:11 Document 1 (similarity: 0.704056): "Malleable Iron Range Company was a company that existed from 1896 to 1985 and primarily produced kitchen ranges made of malleable iron but also produced a variety of other related products. The company's primary trademark was 'Monarch' and was colloquially often referred to as the Monarch Company or just Monarch."
-	2024/03/02 20:03:11 Document 2 (similarity: 0.620080): "The American Motor Car Company was a short-lived company in the automotive industry founded in 1906 lasting until 1913. It was based in Indianapolis Indiana United States. The American Motor Car Company pioneered the underslung design."
+	2024/03/02 20:03:11 Document 1 (similarity: 0.655357): "Malleable Iron Range Company was a company that existed from 1896 to 1985 and primarily produced kitchen ranges made of malleable iron but also produced a variety of other related products. The company's primary trademark was 'Monarch' and was colloquially often referred to as the Monarch Company or just Monarch."
+	2024/03/02 20:03:11 Document 2 (similarity: 0.504042): "The American Motor Car Company was a short-lived company in the automotive industry founded in 1906 lasting until 1913. It was based in Indianapolis Indiana United States. The American Motor Car Company pioneered the underslung design."
 	2024/03/02 20:03:11 Asking LLM with augmented question...
 	2024/03/02 20:03:32 Reply after augmenting the question with knowledge: "The Monarch Company existed from 1896 to 1985."
 	*/