为食物沙漠创业者提供对话式咨询，助其规划食品生意。
MISCON: A Mission-Driven Conversational Consultant for Pre-Venture Entrepreneurs in Food Deserts
- 用状态机+异构知识图谱构建对话逻辑
- 整合LLM与分析工具，支持多维度决策建议
- 适合社区组织与初创食品创业者使用
本文介绍正在开发的MISCON系统，它是为名为NOU RISH的公共使命项目设计的对话式顾问。MISCON旨在帮助食物不安全地区有志于创业的小企业主及其社区组织顾问，获取开设食品业务所需的信息、建议与分析。系统对话采用状态机建模，结合异构知识图谱及多种分析工具与服务（包括多个LLM）。本文呈现MISCON的功能架构及部分设计考量。
原文摘要 · Abstract (English)
This work-in-progress report describes MISCON, a conversational consultant being developed for a public mission project called NOURISH. With MISCON, aspiring small business owners in a food-insecure region and their advisors in Community-based organizations would be able to get information, recommendation and analysis regarding setting up food businesses. MISCON conversations are modeled as state machine that uses a heterogeneous knowledge graph as well as several analytical tools and services including a variety of LLMs. In this short report, we present the functional architecture and some design considerations behind MISCON.
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