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Trace

带学习能力的 agent 阅读聊天器An agent reading-chat with a learning loop

  • AI
  • LLM
  • 知识管理

我的第五个项目。功能与定位是一个 agent 阅读聊天器,但又结合了学习能力。

三个核心能力

1. 子 thread 聊天

它是一个 AI chat 软件,但支持子 thread 能力——允许你在聊天中开启新的分支,保留清晰的 context,轻松深入任何你好奇的领域。

2. highlight → flashcard

它是 agent 辅助的 flashcard 软件。当你阅读了好奇的内容,将想要学习与记忆的内容进行 highlight,agent 会为你的 highlight 生成 flashcards。

3. 语境生词卡片

因为我想阅读英文内容、直接学习原文,所以引入了 Aletheia 中做过的生词卡片能力:它能结合 context 查询生词的语境义,并且允许收藏生成单词卡片复习。

Aletheia 是实验室;Trace 把那条 highlight → 结构化 → 卡片流水线,打磨成专注阅读场景的独立产品。

Trace 把前面几个项目的脉络收拢在一起:创客计划的复习交互、Aletheia 的语境查词、以及 agent 驱动的阅读与学习流程。

My fifth project. An agent you read and chat with, but with a learning loop built in.

Three core abilities

1. Sub-thread chat

It is an AI chat app that can open a new branch mid-conversation, keep context clean, and let you go deeper wherever curiosity pulls.

2. Highlight → flashcard

It is also an agent-assisted flashcard app. Highlight what you want to learn; the agent turns those highlights into cards.

3. In-context vocabulary cards

I want to read English in the original, so Trace inherits Aletheia’s vocabulary cards: look up a word in context, save it, and review it later.

Aletheia is the lab; Trace takes that highlight → structure → card pipeline and shapes it for reading.

Trace also gathers the earlier line of work: Maker Plan’s review gestures, Aletheia’s in-context lookup, and an agent-driven loop of reading and learning.