Campus Chatbot

소개

Campus Chatbot is a lightweight, highly efficient AI intelligent service hub engineered for university environments. It addresses the significant challenges of high GPU computing costs and concurrency bottlenecks in AI applications through a unique intelligent routing architecture. This system prioritizes zero-cost, high-concurrency 'built-in skills' and 'built-in Q&A' to handle most routine inquiries, only escalating to RAG or large language models (LLM) for complex problems when necessary. This cost-optimized design ensures millisecond-level response times and leverages valuable LLM computing power for deep analysis and self-evolution via a 'data flywheel' mechanism, aiming to build a sustainable dialogue brain for future embodied AI robots in universities.

주요 기능

• AI-driven self-evolving knowledge base with intelligent analysis and human-machine collaborative review.
• Cost-optimized intelligent routing, prioritizing built-in skills/Q&A, then RAG, MCP tools, and finally LLM for efficiency.
• Comprehensive monitoring with real-time system metrics and a unique 'AGI Readiness' quantitative assessment model.
• Enterprise-grade multi-dimensional security authentication supporting various login methods and unified identity.
• Open model and ecosystem integration with support for multiple LLMs and a standardized MCP tool protocol for business system encapsulation.
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사용 사례

• Automating responses to common campus inquiries to reduce operational costs and improve service efficiency.
• Building a self-evolving knowledge base that continuously learns and improves from interaction logs.
• Providing a 24/7 stable and high-speed intelligent Q&A service for university students and faculty.