diff --git a/examples/decorator.py b/examples/decorator.py
index 7a2cef9..8340b55 100644
--- a/examples/decorator.py
+++ b/examples/decorator.py
@@ -7,16 +7,16 @@
 @runnable
 def generate_poem(topic: str, context: str) -> str:
     """
-    Generate a short poem about the topic with the given context.
+    Generate a poem about the topic with the given context.
     """
     return chain()
 
 
 vectorstore = FAISS.from_texts(
     [
+        "cold showers are good for your immune system",
+        "i dont like when people are mean to me",
         "japanese tea is full of heart warming flavors",
-        "in the morning you should take a walk",
-        "cold showers are good for your health",
     ],
     embedding=OpenAIEmbeddings(),
 )
@@ -27,5 +27,4 @@ def generate_poem(topic: str, context: str) -> str:
     "topic": RunnablePassthrough(),
 } | generate_poem
 
-
 print(retrieval_chain.invoke("love"))
diff --git a/examples/llamacpp.py b/examples/llamacpp.py
index 4b7e796..18c1cf0 100644
--- a/examples/llamacpp.py
+++ b/examples/llamacpp.py
@@ -19,7 +19,7 @@ def analyze(text: str) -> SentimentAnalysis:
 
 if __name__ == "__main__":
     # set global llm
-    settings.llm = "llamacpp/Nous-Hermes-2-SOLAR-10.7B"
+    settings.llm = "llamacpp/nous-hermes-2-solar-10.7B"
     # log tokens as stream to console
     settings.console_stream = True
 
diff --git a/examples/pydantic_validation.py b/examples/pydantic_validation.py
index cfc104e..83b5d83 100644
--- a/examples/pydantic_validation.py
+++ b/examples/pydantic_validation.py
@@ -31,6 +31,5 @@ def gather_infos(user_description: str) -> Task:
     return chain()
 
 
-if __name__ == "__main__":
-    task = gather_infos("cleanup the kitchen")
-    print(f"{task=}")
+task = gather_infos("cleanup the kitchen")
+print(f"{task=}")