SmartRoute AI: Token-Efficient Hybrid LLM Router
SmartRoute AI is an intelligent API proxy designed for high-efficiency enterprise LLM deployments. Built to optimize token consumption and minimize API costs on the Fireworks AI inference platform, the gateway dynamically evaluates incoming user prompts before execution. Standard queries, casual interactions, and simple conversational prompts are seamlessly routed to a lightweight, highly efficient model (Gemma 3 12B). When the system detects keywords indicating complex requirements—such as code generation, deep analytical reasoning, logic formatting, or extensive multi-step computations—it instantly escalates the request to a heavy-duty model (Llama 3.1 70B). Packaged entirely inside a standardized Docker container, the architecture implements a dual-route FastAPI backend conforming strictly to standard OpenAI chat completion schemas. This allows it to serve as a drop-in replacement for existing AI application workflows looking to optimize infrastructure spend.
Category tags:
.png&w=96&q=75){kind=small}
For Innovators & Creators