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How to Build Your Own Knowledge Avatar with GPTs? (Advanced Edition)

With these improvements, you can quickly determine whether the answers given by the GPT assistant are real or “illusory.”

Shuyi Wang
14 min readNov 13, 2023

Problem

In the article “How to Build a Personal Knowledge Base Application in 5 Minutes with Natural Language? My Attempt with GPTs Builder”, I shared how to create an Article Assistant without coding, relying solely on dialogue and uploading documents. This assistant could extract content from the uploaded knowledge base to answer user questions.

However, there were some issues with the operation at that time, which we didn’t elaborate on.

The most important of these is the generation of the knowledge base file. In that previous article, I used a simple and crude superposition method — combining a series of markdown files directly into a new markdown file and then uploading this file.

This method is indeed simple, but it also poses a problem. It becomes troublesome when you want to check the source of an answer. As you try, you’ll realize that the robot cannot accurately answer the source of the content. Even if an index link is provided, it cannot be clicked and redirected. This is a problem brought about by uploading…

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Shuyi Wang
Shuyi Wang

Written by Shuyi Wang

PhD in Information Science. Associate Professor at Tianjin Normal University. Former Adjunct Faculty at UNT. First Prize Winner of HackNTX 2018.

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