Aegis Semantic Routerv5

Created by team CodeML on July 08, 2026
AI71AntigravityHuggingFace Hub
Hybrid Token-Efficient Routing Agent

Aegis Semantic Router is a high-performance, cost-control gateway designed for enterprise AI deployments. The system acts as a hybrid intelligence router, dividing natural language queries between a local, in-process Gemma-2-2B-Instruct model (which incurs zero API cost) and a premium cloud model accessed via the Fireworks AI platform. By utilizing a lightweight, local all-MiniLM-L6-v2 embedding model, the router runs a k-Nearest Neighbors (kNN) semantic classifier on CPU to determine query complexity. Simple tasks like sentiment analysis, Named Entity Recognition (NER), factual recall, and summarization are handled locally at zero cost. More advanced logic, math, and code tasks are escalated to Fireworks AI. Crucially, the entire system is self-contained within a memory-restricted Docker container (under 4 GB RAM), pre-baked to run fully offline without start-up download delays.

Category tags:
GithubPresentationDemo
Explore more applications

Thymus

Thymus is a lightweight hybrid token-efficient router designed to maximize accuracy while minimizing token costs in multi‑task LLM pipelines. It dynamically routes user queries across local and remote models on LLM providers.

The Disappointer

HuggingFace HubLLaMAAMD Developer Cloud
Vercel
application badge

AI Classroom Edge Intelligence

A privacy-first classroom AI platform that routes sensitive work to local edge systems and eligible anonymized analysis to Fireworks AI, helping teachers make faster, safer instructional decisions even with unreliable internet.

AI Classroom Edge

AMD Developer CloudQwen3rest apiGithub CopilotCodexChatGPT

Taskly: Smart Multi-Model Task Router

Taskly classifies incoming tasks into 8 categories (QA, math, code, NLP) and routes each to the optimal Fireworks AI model with a tuned prompt — maximizing accuracy while minimizing token usage in a fully Dockerized pipeline.

RuntimeTerror

AMD Developer CloudAMD ROCm
Streamlit
application badge

router_007_v3

router_007_v2 is a Track 1 agent that records **zero billable tokens**: every answer is computed inside the container by a Qwen2.5-7B-Instruct model bundled in the Docker image and served in-process with llama-cpp-python

roc_auc_half

Claude CodeChatGPTAMD ROCmAMD Developer CloudCodexGemmaGPT-5NVIDIAQwen3

Lexyprep

Agent knows how to make thorough legal research based on my experience of winning legal cases. It understands your issue and advises on procedure

Lexyprep - Do you have a case

AMD Developer CloudAMD ROCmCodexGemma