{"topic":{"id":9644,"title":"LLM 在本站的应用","slug":"topic","userId":1047,"categoryId":2,"createdAt":"2024-02-23 15:23:41.376112","bumpedAt":"2024-02-23 15:35:58.99935","views":397,"postsCount":3,"highestPostNumber":3,"likeCount":0,"closed":false,"pinned":false,"pinnedGlobally":false,"pinnedAt":null,"pinnedUntil":null,"isBanner":false,"excerpt":"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…","deletedAt":null,"isAnonymous":false,"isPrivate":false,"isMembersOnly":false,"category":{"id":2,"name":"网站","slug":"website","color":"986a44"},"author":{"id":1047,"username":"anonymous_coward_old","name":"Anonymous Coward Old","avatarUrl":"/uploads/image/43/32/4332638c11248b8ff07033c11de0759a55205facfbec85e14458245a91991faf.avif"},"realAuthor":{"id":1047,"username":"anonymous_coward_old","name":"Anonymous Coward Old","avatarUrl":"/uploads/image/43/32/4332638c11248b8ff07033c11de0759a55205facfbec85e14458245a91991faf.avif"},"tags":["llm"]},"posts":[{"id":24181,"postNumber":1,"raw":"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 :a_grinning_face_with_sweat:），还有：\n* 话题底端的“相关话题”推荐\n* 话题的“summarize with AI”功能\n* 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）\n例如：\n![Screenshot_20240223_235327|690x465](/uploads/image/fe/38/fe38da8506ae4b0c6438532aa827890e8a7c6a742e86a2ef50fdc54dfe0b8b6a.avif)\n\n* RAG（Retrieval-Augmented Generation）\n本站拥有两个插件都具有该能力\nhttps://www.discourse.org/plugins/ai.html\nhttps://meta.discourse.org/t/discourse-chatbot-now-smarter-than-chatgpt/256652\n> The new“RAG Mode”* can now:\n> * Search your forum** for answers so the bot can be an expert on the subject of your forum.\n> * not just be aware of the information on the current Topic or Channel.\n> * Search Wikipedia\n> * Search current news*\n> * Search Google*\n> * Return current End Of Day market data for stocks.*\n> * Do \"complex\" maths accurately (with no made up or \"hallucinated\" answers!)\n\n什么是 RAG 呢？\nhttps://stackoverflow.blog/2023/10/18/retrieval-augmented-generation-keeping-llms-relevant-and-current/\n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\n\n\n例如，点击右上方![Screenshot_20240223_232903|96x89, 50%](/uploads/image/25/03/2503baf69448001aa6da38f5d5f022595a0e940fcc43b83201317f486448ee78.avif) 按钮，选择 helper 模式，输入：\n> 告诉我关于社团的信息\n\n即可获得以下回复：\n![Screenshot_20240223_232937|456x500](/uploads/image/93/a8/93a80daf3ba285f0582b1a49f8741a138e58920f37a9937bdfeebd3101b670ac.avif)","cooked":"

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 $\":a_grinning_face_with_sweat:\"$ ），还有：

\n
话题底端的“相关话题”推荐
\n
\n
话题的“summarize with AI”功能
\n
\n
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）
\n例如：
\n $\"Screenshot_20240223_235327\"$
\n
\n
RAG（Retrieval-Augmented Generation）
\n本站拥有两个插件都具有该能力
\n

https://www.discourse.org/plugins/ai.html

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

什么是 RAG 呢？

\n\n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\n

例如，点击右上方 $\"Screenshot_20240223_232903\"$ 按钮，选择 helper 模式，输入：

\n
告诉我关于社团的信息
\n

即可获得以下回复：
\n $\"Screenshot_20240223_232937\"$

\n","createdAt":"2024-02-23 15:23:41.532732","updatedAt":"2024-03-17 13:08:09.601143","replyToPostNumber":null,"replyCount":1,"likeCount":0,"wordCount":301,"liked":false,"bookmarked":false,"polls":[],"reactions":[],"wiki":false,"version":4,"publicVersion":4,"deletedAt":null,"foldedAt":null,"isAnonymous":false,"isOwner":false,"user":{"id":1047,"username":"anonymous_coward_old","name":"Anonymous Coward Old","avatarUrl":"/uploads/image/43/32/4332638c11248b8ff07033c11de0759a55205facfbec85e14458245a91991faf.avif","admin":false,"moderator":false,"signatureRaw":null,"signatureCooked":null}},{"id":24182,"postNumber":2,"raw":"It seems that you have provided a summary of the conversation and mentioned the various applications of LLM on this platform. These applications include:\n- Recommending \"related topics\" under each topic of discussion.\n- 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).\n- Potentially using RAG mode, which allows the bot to search your forum for answers and become an expert on the subject of your forum.\n\nAdditionally, there is a new \"RAG Mode\" which allows the bot to:\n- Search your forum for answers and become knowledgeable on the subject of your forum, beyond just the current topic or channel.\n- Search Wikipedia, current news, and Google.\n- Provide current End Of Day market data for stocks.\n- Accurately perform complex mathematics.\n\nIf there are any specific questions or concerns regarding these applications, please let me know and I'll be happy to assist you further.","cooked":"

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.

\n","createdAt":"2024-02-23 15:23:54.005408","updatedAt":"2024-02-23 15:23:54.005408","replyToPostNumber":1,"replyCount":0,"likeCount":0,"wordCount":163,"liked":false,"bookmarked":false,"polls":[],"reactions":[],"wiki":false,"version":1,"publicVersion":1,"deletedAt":null,"foldedAt":null,"isAnonymous":false,"isOwner":false,"user":{"id":-4,"username":"aibot_old","name":"小AI同學","avatarUrl":"/uploads/image/02/1b/021bb0b0848388a911ae795dde7c8e5b3f1962316b2d88853208172cd0e89de2.avif","admin":false,"moderator":false,"signatureRaw":null,"signatureCooked":null}},{"id":24185,"postNumber":3,"raw":"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:a_grinning_face_with_sweat:，这下和 QQ（频道）双向奔赴了","cooked":"

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 $\":a_grinning_face_with_sweat:\"$ ，这下和 QQ（频道）双向奔赴了

\n","createdAt":"2024-02-23 15:35:58.99935","updatedAt":"2024-02-23 15:35:58.99935","replyToPostNumber":null,"replyCount":0,"likeCount":0,"wordCount":40,"liked":false,"bookmarked":false,"polls":[],"reactions":[],"wiki":false,"version":1,"publicVersion":1,"deletedAt":null,"foldedAt":null,"isAnonymous":false,"isOwner":false,"user":{"id":1047,"username":"anonymous_coward_old","name":"Anonymous Coward Old","avatarUrl":"/uploads/image/43/32/4332638c11248b8ff07033c11de0759a55205facfbec85e14458245a91991faf.avif","admin":false,"moderator":false,"signatureRaw":null,"signatureCooked":null}}],"hasMore":false,"lastReadPostNumber":1,"hasUrlPostNumber":false}