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3 Bug fixes for the backend src folder #679

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3 big fixes for the backend src folder with the descriptions in the commits below.

cypher_res=cypher_chain.invoke({"query": self.question}) 

# Corrected to use the class instance variable self.question.
user_message=self.question # question should be self.question to access the question from the class instance.
return [doc for doc in graph_documents if doc.nodes] 

# Ensure that only graph documents with nodes are returned.
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