Hybrid-Routing-Agent

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.