LLM 在本站的应用

chatgpt 是大语言模型（LLM）的一种，LLM 在本站的应用不止于你能和 @aibot 同学聊天儿（翻看记录发现有不少同学的作业的作者是 GPT-4 吧 ），还有：

• 话题底端的“相关话题”推荐

• 话题的“summarize with AI”功能

• 点击右上角进行搜索时的“语义搜索”（理解话的语义后来搜寻内容，而非简单关键词匹配）
  例如：
  

• RAG（Retrieval-Augmented Generation）
  本站拥有两个插件都具有该能力
  https://www.discourse.org/plugins/ai.html
  https://meta.discourse.org/t/discourse-chatbot-now-smarter-than-chatgpt/256652

The new“RAG Mode”* can now:

• Search your forum** for answers so the bot can be an expert on the subject of your forum.
  • not just be aware of the information on the current Topic or Channel.
• Search Wikipedia
• Search current news*
• Search Google*
• Return current End Of Day market data for stocks.*
• Do "complex" maths accurately (with no made up or "hallucinated" answers!)

什么是 RAG 呢？
https://stackoverflow.blog/2023/10/18/retrieval-augmented-generation-keeping-llms-relevant-and-current/
简单来讲就是在 LLM 做出回复时利用训练数据之外的其他信息来改进输出

例如，点击右上方 按钮，选择 helper 模式，输入：

告诉我关于社团的信息

即可获得以下回复：

It seems that you have provided a summary of the conversation and mentioned the various applications of LLM on this platform. These applications include:

• Recommending "related topics" under each topic of discussion.
• Using "semantic search" when clicking on the search icon in the top right corner (understanding the meaning of the query and searching for relevant content).
• Potentially using RAG mode, which allows the bot to search your forum for answers and become an expert on the subject of your forum.

Additionally, there is a new "RAG Mode" which allows the bot to:

• Search your forum for answers and become knowledgeable on the subject of your forum, beyond just the current topic or channel.
• Search Wikipedia, current news, and Google.
• Provide current End Of Day market data for stocks.
• Accurately perform complex mathematics.

If there are any specific questions or concerns regarding these applications, please let me know and I'll be happy to assist you further.

这些功能百度贴吧根本不能比，最近发现他们新加了群聊功能，这下和 QQ（频道）双向奔赴了