docs: improve command-line micro help

Author: lpm0073

models/examples/certification_programs.py

@@ -10,7 +10,7 @@
 templates = UofPennPromptTemplates()
 
 if __name__ == "__main__":
-    parser = argparse.ArgumentParser(description="hsr University of Pennsylvania examples")
+    parser = argparse.ArgumentParser(description="Hybrid search retrieval - University of Pennsylvania examples")
     parser.add_argument("concept", type=str, help="A certification program.")
     args = parser.parse_args()
 

models/examples/online_courses.py

@@ -10,7 +10,7 @@
 templates = UofPennPromptTemplates()
 
 if __name__ == "__main__":
-    parser = argparse.ArgumentParser(description="hsr University of Pennsylvania examples")
+    parser = argparse.ArgumentParser(description="Hybrid search retrieval - University of Pennsylvania examples")
     parser.add_argument("concept", type=str, help="A subject to study: accounting, finance, etc.")
     args = parser.parse_args()
 

models/examples/prompt.py

@@ -11,7 +11,7 @@
 
 
 if __name__ == "__main__":
-    parser = argparse.ArgumentParser(description="hsr examples")
+    parser = argparse.ArgumentParser(description="hybrid search retrieval examples")
     parser.add_argument("system_message", type=str, help="A system prompt to send to the model.")
     parser.add_argument("human_message", type=str, help="A human prompt to send to the model.")
     args = parser.parse_args()

models/examples/rag.py

@@ -10,8 +10,8 @@
 hsr = HybridSearchRetriever()
 
 if __name__ == "__main__":
-    parser = argparse.ArgumentParser(description="RAG example")
-    parser.add_argument("prompt", type=str, help="A question about the PDF contents")
+    parser = argparse.ArgumentParser(description="Retrieval Augmented Generation (RAG)")
+    parser.add_argument("prompt", type=str, help="A question about the vectorized PDF contents")
     args = parser.parse_args()
 
     human_message = HumanMessage(content=args.prompt)