@venkatcharanch48356

Hybrid Routing Agent is a Docker-ready general-purpose AI agent built for the AMD Developer Hackathon Track 1. It accepts a batch of natural-language tasks, classifies each prompt, and produces valid JSON results for factual questions, mathematics, sentiment analysis, summarization, named entity recognition, debugging, logical reasoning, and code generation. The agent runs a bundled GGUF local model through llama.cpp, allowing offline inference inside the container. Each local response includes a confidence score from 0 to 100. When confidence falls below 60, the agent escalates the task to an allowed Fireworks AI model through the hackathon-provided proxy. The project is designed for linux/amd64, preserves required input/output paths, and supports efficient, reliable containerized evaluation.

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.