Ambiguity: Queries can often be ambiguous, making it difficult to determine the user's intent. Natural Language Processing (NLP): Parsing queries in natural language requires sophisticated NLP techniques to understand context and semantics. Performance: Ensuring that the parsing and subsequent query execution are performed efficiently, especially with large datasets.