📄 中文摘要
在构建一个 AI 职业顾问的过程中,作者发现系统在多次会话中无法记住用户信息,导致每次交互都像是从头开始。尽管每次单独的互动效果良好,但在关闭标签页后再次使用时,系统却完全忘记了用户的身份。这种记忆缺失的问题超出了简单的提示限制,影响了系统的实用性。该 AI 助手的目标是为学生提供简历反馈、技能差距分析、实习跟踪和面试准备等服务。
📄 English Summary
I-Career-Advisor-That-Remembers-You
While building an AI career advisor, the author encountered a frustrating issue: the system failed to remember user information across multiple sessions. Each interaction appeared effective in isolation, but once the tab was closed and reopened, the system had no recollection of the user. This memory issue was more complex than a mere limitation of prompts, significantly impacting the system's usability. The AI assistant aims to assist students with resume feedback, skill gap analysis, internship tracking, and interview preparation.
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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等