Thesis Knowledge Base
Organized literature materials supplied to a large model as context, constraining the model to generate content within a designated set of documents and reducing hallucination.
Timeline (last 90 days)
The alternative workflow recommended by the uploader is a three-stage approach of "literature first, then outline, then body text": use CNKI to lock in high-quality references, have the AI read the literature to build a knowledge base and produce an outline, and use academic instructions to generate the body text section by section.
There are two common approaches for a paper knowledge base: pasting or uploading the literature directly into a chat window that supports long context, or using a tool that supports file upload or RAG to let the model retrieve literature excerpts.
All Facts (2)
The alternative workflow recommended by the uploader is a three-stage approach of "literature first, then outline, then body text": use CNKI to lock in high-quality references, have the AI read the literature to build a knowledge base and produce an outline, and use academic instructions to generate the body text section by section.
50%UnverifiedThere are two common approaches for a paper knowledge base: pasting or uploading the literature directly into a chat window that supports long context, or using a tool that supports file upload or RAG to let the model retrieve literature excerpts.
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