<p>I don't even know what I'm looking for and what's the terminology, so here I am asking this question.</p>
<h1>Background</h1>
<p>Assume I have 30 textbooks. I want to have an AI chatbot like ChatGPT which answers the questions that I ask from those 30 textbooks. I mean I don't want to ask questions from outside those 30 textbooks. Moreover, I don't expect the AI chatbot to answer based on anything other than those 30 textbooks. However, I want the AI chatbot to be as intelligent as ChatGPT or other popular ones.</p>
<p>Maybe I want the AI chatbot to limit their attention to those 30 textbooks while answering my questions. Right? I'm not sure.</p>
<h1>Question</h1>
<p>What keywords should I look for? What free or open-source models can I use? What's the procedure to create my own AI chatbot for those 30 textbooks? Am I missing anything else regarding the tools to achieve my objectives? I'd appreciate any help or hints. Thanks.</p>

CC BY-SA 4.0
2024-03-03T05:37:33.687Z
I wonder if this is what I'm looking for: https://platform.openai.com/docs/guides/fine-tuning
Megidd
CC BY-SA 4.0
2024-03-03T10:05:24.707Z
Thanks for cleaning up the machine-generated answers. Sorry if you are not getting a human answer, but there is no point in posting machine answers on Stack Exchange, unless you are 100% certain of their correctness. Anyone else can just ask the chatbot too . . . and that's fine, sometimes you can get progress at least on your issue, even if all you get is a search term like "fine tuning". A curated machine answer, which has been checked for accuracy by an expert, would be OK
Neil Slater
CC BY-SA 4.0
2024-03-03T10:06:56.723Z
@NeilSlater Right. Makes sense :)
Megidd
CC BY-SA 4.0
2024-03-03T10:46:58.580Z
"Vector databases", "text embeddings", "RAG" - and some clever prompts?
Hans-Peter Stricker
CC BY-SA 4.0
2024-03-03T10:48:43.243Z
OpenAIs GPTs? https://openai.com/blog/introducing-gpts
Hans-Peter Stricker
CC BY-SA 4.0
2024-03-03T17:46:44.210Z
@Hans-PeterStricker Wow! The [GPTs](https://openai.com/blog/introducing-gpts) may be really promising :)
Megidd
<training><transformer><chat-bots><transfer-learning><fine-tuning>
AI chat bot that answers by focusing only on 30 textbooks
Megidd
# AI chat bot that answers by focusing only on 30 textbooks

(Asked by: username_0 on 2024-03-02)

I don't even know what I'm looking for and what's the terminology, so here I am asking this question.

# Background

Assume I have 30 textbooks. I want to have an AI chatbot like ChatGPT which answers the questions that I ask from those 30 textbooks. I mean I don't want to ask questions from outside those 30 textbooks. Moreover, I don't expect the AI chatbot to answer based on anything other than those 30 textbooks. However, I want the AI chatbot to be as intelligent as ChatGPT or other popular ones.

Maybe I want the AI chatbot to limit their attention to those 30 textbooks while answering my questions. Right? I'm not sure.

# Question

What keywords should I look for? What free or open-source models can I use? What's the procedure to create my own AI chatbot for those 30 textbooks? Am I missing anything else regarding the tools to achieve my objectives? I'd appreciate any help or hints. Thanks.

**Tags:** training, transformer, chat-bots, transfer-learning, fine-tuning

> **Comments:**
> **username_0**: I wonder if this is what I'm looking for: https://platform.openai.com/docs/guides/fine-tuning  
> **username_1**: Thanks for cleaning up the machine-generated answers. Sorry if you are not getting a human answer, but there is no point in posting machine answers on Stack Exchange, unless you are 100% certain of their correctness. Anyone else can just ask the chatbot too . . . and that's fine, sometimes you can get progress at least on your issue, even if all you get is a search term like "fine tuning". A curated machine answer, which has been checked for accuracy by an expert, would be OK  
> **username_0**: @NeilSlater Right. Makes sense :)  
> **username_2**: "Vector databases", "text embeddings", "RAG" - and some clever prompts?  
> **username_2**: OpenAIs GPTs? https://openai.com/blog/introducing-gpts  
> **username_0**: @Hans-PeterStricker Wow! The [GPTs](https://openai.com/blog/introducing-gpts) may be really promising :)  

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## 0 answers

