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Revert "refactor(ai-service): optimize prompts, token counting, and benchmarking - Externalize system prompts to text files for better maintainability. - Integrate tiktoken for faster and more accurate token counting. - Refactor BenchmarkLogger to use asynchronous logging for zero latency impact. - Improve prompt echo removal logic with more robust markers. - Add specialized system instruction for medical document processing. - Update test expectations to reflect precise token counting."
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