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The General-Purpose AI Agent is a smart AI routing system that optimizes cost, speed, and accuracy by dynamically selecting the best model for each task. It supports eight capabilities, including factual question answering, mathematical reasoning, sentiment analysis, text summarization, named entity recognition, code debugging, logical reasoning, and code generation. A lightweight rule-based classifier first identifies the task category and routes simple NLP tasks to a local Ollama model for zero API cost, while medium and complex tasks are handled by Fireworks AI models with automatic fallback when needed. The architecture minimizes token usage through intelligent routing, optimized prompts, and capped output lengths. Fully containerized with Docker and configurable via environment variables, the agent is portable, scalable, and designed for efficient, reliable execution in the AMD Hackathon environment.

To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. ADP members can access AI tutorials, experts, and community support. In addition, new members can claim a free month of DeepLearning.ai pro, $100 in AMD GPU cloud credits, and $50 in Fireworks AI API credits. All hackathon participants will receive on hackathon launch additional compute and API credits for their projects. Ready to build what's next on AMD? Sign up with AMD below to secure your spot.