Document Augmentation Using Question Generation with OpenAI & FAISS | Generative AI Full Project
Document Augmentation through Question Generation for Enhanced Retrieval!!
In this video, I show how to improve document search by automatically creating questions from text. This makes it easier to find the most useful parts of a document when someone asks a question.
What you'll see:
✅ How to read and process a PDF file
✅ How questions are created from the document content
✅ How those questions help in searching the right information
✅ How we use that information to give clear answers
Tools used: Python, LangChain, OpenAI, FAISS, PyPDF2
Example used: A document about Climate Change
Full project :
https://www.aionlinecourse.com/ai-projects/playground/document-augmentation-through-question-generation-for-enhanced-retrieval
This project is useful for anyone who wants to build smarter search systems that understand documents better and give more accurate answers.
#pythonprojects #documentsearch #ai #aionlinecourse #artificialintelligence #langchain #opensource #aiprojects
Видео Document Augmentation Using Question Generation with OpenAI & FAISS | Generative AI Full Project канала Aionlinecourse
In this video, I show how to improve document search by automatically creating questions from text. This makes it easier to find the most useful parts of a document when someone asks a question.
What you'll see:
✅ How to read and process a PDF file
✅ How questions are created from the document content
✅ How those questions help in searching the right information
✅ How we use that information to give clear answers
Tools used: Python, LangChain, OpenAI, FAISS, PyPDF2
Example used: A document about Climate Change
Full project :
https://www.aionlinecourse.com/ai-projects/playground/document-augmentation-through-question-generation-for-enhanced-retrieval
This project is useful for anyone who wants to build smarter search systems that understand documents better and give more accurate answers.
#pythonprojects #documentsearch #ai #aionlinecourse #artificialintelligence #langchain #opensource #aiprojects
Видео Document Augmentation Using Question Generation with OpenAI & FAISS | Generative AI Full Project канала Aionlinecourse
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28 мая 2025 г. 15:50:18
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