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- Added support for before and after LLM call hooks to allow modification of messages and responses during LLM interactions. - Introduced LLMCallHookContext to provide hooks with access to the executor state, enabling in-place modifications of messages. - Updated get_llm_response function to utilize the new hooks, ensuring that modifications persist across iterations. - Enhanced tests to verify the functionality of the hooks and their error handling capabilities, ensuring robust execution flow.