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semantic-router

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semantic_router

LLM Semantic Router: Intelligent Mixture-of-Models (MoM) System with Privacy Preservation and Prompt Guard. The semantic router intelligently directs OpenAI compliant API requests to the most suitable backend models based on semantic understanding of request content.

  • Updated Aug 30, 2025
  • Python

Explore the integration of semantic routing with graph-based configurations using Semantic Router and LangGraph. This project demonstrates advanced routing techniques for applications in chatbots, text classification, and NLP, providing a robust framework for developers.

  • Updated Jan 31, 2025
  • Jupyter Notebook

Multilingual decision engine for intents you describe in plain words, no training examples. It picks the matching intent, with a margin that flags doubtful answers; R2Intent v1 also answers yes or no (beta), with probabilities. About 26 ms per message on a GPU (compiled). Python, HTTP or MCP, self-hosted. Library Apache-2.0; models CC BY-NC 4.0.

  • Updated Oct 17, 2026
  • Python

FastAPI-based multi-agent orchestrator for Odoo. Uses a Semantic Router to dispatch intents to specialized agents via Model Context Protocol (MCP/FastMCP). Features Guardrails AI for hallucination prevention, Human-in-the-Loop validation, Logfire observability and support for Groq, Ollama and vLLM.

  • Updated May 5, 2026
  • Python

Zero-shot intent classification and out-of-scope detection. 150M model, 94.9% routing accuracy. ONNX int8 on CPU (160 ms p95) or MLX on Apple Silicon (~15-25 ms). Distilled from Laya into Ettin-150M.

  • Updated Sep 29, 2026
  • Python

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