🧠 AskMyPDF | AI-Powered PDF Question Answering App (FastAPI + Transformers + FAISS)
🚀 Project Overview
This is a screen recording of AskMyPDF, an AI-powered web application that allows users to upload PDF documents and ask questions to get instant answers based on the document content. The system uses FastAPI for the backend, Hugging Face Transformers for question answering, and FAISS for semantic search using vector embeddings.
🛠 Key Features:
Upload and process PDFs
Extract and chunk text content
Generate sentence embeddings with Hugging Face models
Store and search vector data using FAISS
Answer natural language questions based on the PDF context
⚙️ Tech Stack:
Backend: Python, FastAPI
NLP: Hugging Face Transformers (distilbert-base-cased-distilled-squad)
Vector Search: FAISS
Embeddings: Sentence Transformers
PDF Parsing: PyMuPDF
🎯 Use Cases:
Legal document analysis
Academic paper review
Contract summarization
Resume/question answering automation
📁 Source Code:
🔗. https://github.com/FayyazAbdulla/AskMyPDF.git
Видео 🧠 AskMyPDF | AI-Powered PDF Question Answering App (FastAPI + Transformers + FAISS) канала Abd's Demo Show
This is a screen recording of AskMyPDF, an AI-powered web application that allows users to upload PDF documents and ask questions to get instant answers based on the document content. The system uses FastAPI for the backend, Hugging Face Transformers for question answering, and FAISS for semantic search using vector embeddings.
🛠 Key Features:
Upload and process PDFs
Extract and chunk text content
Generate sentence embeddings with Hugging Face models
Store and search vector data using FAISS
Answer natural language questions based on the PDF context
⚙️ Tech Stack:
Backend: Python, FastAPI
NLP: Hugging Face Transformers (distilbert-base-cased-distilled-squad)
Vector Search: FAISS
Embeddings: Sentence Transformers
PDF Parsing: PyMuPDF
🎯 Use Cases:
Legal document analysis
Academic paper review
Contract summarization
Resume/question answering automation
📁 Source Code:
🔗. https://github.com/FayyazAbdulla/AskMyPDF.git
Видео 🧠 AskMyPDF | AI-Powered PDF Question Answering App (FastAPI + Transformers + FAISS) канала Abd's Demo Show
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21 июня 2025 г. 3:24:31
00:01:10
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