sudharsan2020 / ask-my-pdf

Question answering system for PDF files

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Ask my PDF

Thank you for your interest in my application. Please be aware that this is only a Proof of Concept system and may contain bugs or unfinished features. If you like this app you can โค๏ธ follow me on Twitter for news and updates.

Ask my PDF - Question answering system built on top of GPT3

๐ŸŽฒ The primary use case for this app is to assist users in answering questions about board game rules based on the instruction manual. While the app can be used for other tasks, helping users with board game rules is particularly meaningful to me since I'm an avid fan of board games myself. Additionally, this use case is relatively harmless, even in cases where the model may experience hallucinations.

๐ŸŒ The app can be accessed on the Streamlit Community Cloud at https://ask-my-pdf.streamlit.app/. ๐Ÿ”‘ However, to use the app, you will need your own OpenAI's API key.

๐Ÿ“„ The app implements the following academic papers:

Diagrams: high-level documentation

RALM + HyDE

RALM + HyDE

RALM + HyDE + context

RALM + HyDE + context

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Question answering system for PDF files

License:MIT License


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Language:Python 100.0%