Idea for web demo

[robertobalestri]

To enrich the knowledge base and improve the accuracy of responses, users could be given the ability to upload academic papers or documents. These documents, once validated by an LLM, could be cited in responses and embedded into the system for future reference by other users.

Key Features:

• Document Upload: Allow users to upload papers or relevant documents directly.
• Integrity Check: Implement an LLM-based validation to ensure the uploaded files are legitimate, relevant, and free from spam or malicious content.
• Knowledge Embedding: Once validated, the content from these documents would be embedded into the knowledge base, making it accessible for future interactions and citations by the framework.
• Citation Capability: Enable the system to cite these documents when generating responses, ensuring users receive information backed by reputable sources.

[GuoQi2000]

Thanks for your idea and we are taking it into consideration! We are currently developing the second version of AutoSurvey, which will support dynamic interactions with users to improve the quality of surveys. The web demo will be updated accordingly when it's ready.

[TitasDas]

Instead of opening a new issue I thought, it would be better to add on here itself.

The final output at the moment is a raw markdown text and doesn't even get parsed at times. Would we want to allow the user to parse the markdown and then download the file as a pdf for ease of reading? as that is more closer to actual papers.

Would you be open to accepting a PR for improvements along these lines?

[TitasDas]

Citation Capability: Enable the system to cite these documents when generating responses, ensuring users receive information backed by reputable sources.

I observed that references weren't embedded directly into the content, which would enhance its quality. Would it be worth creating a PR for this, or is your team focused on other priorities? I understand this isn't the primary function.

(Ideally would love for them to be clickable links to the actual papers or the entire paper name in the citations/reference section)