Agent optimization - a3.9 - AMD-HT-ACTII
This project delivers a containerized task automation system designed to process user prompts efficiently and securely. It operates on a smart decision-making framework that evaluates incoming requests based on their inherent difficulty and resource requirements. By executing straightforward instructions entirely on local hardware, the system eliminates communication overhead, ensures strict data confidentiality, and removes external dependencies. When faced with advanced reasoning challenges that demand extensive computational capabilities, the system seamlessly redirects those tasks to cloud environments to ensure optimal response accuracy. This balanced, cost-effective hybrid processing pipeline makes it ideal for resource-constrained enterprise applications where speed, privacy, and budget are critical factors.
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