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AI-PDF-Agent converts PDFs into queryable data using AI. Extracts text (PyMuPDF), generates embeddings, and answers questions via LLMs (OpenAI). Modular for custom vector databases (Pinecone/FAISS). Ideal for research/legal analysis. MIT-licensed. Clone, install dependencies, and query documents. Open-source contributions enhance preprocessing.

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pyr0mind/AI-powered-PDF-agent-project

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AI PDF Agent

License: MIT Python Version

An AI-powered PDF analysis agent that can understand and answer questions about PDF documents using natural language processing and vector databases.

Features

  • PDF text extraction and cleaning
  • Text embedding generation using state-of-the-art models
  • Natural language querying powered by LLMs (OpenAI, etc.)
  • Vector database integration for efficient document retrieval
  • Customizable processing pipelines

Installation

Prerequisites

Setup

  1. Clone the repository:
git clone https://github.com/Thakor-Yashpal/AI-powered-PDF-agent-project.git
cd AI-powered-PDF-agent-project

About

AI-PDF-Agent converts PDFs into queryable data using AI. Extracts text (PyMuPDF), generates embeddings, and answers questions via LLMs (OpenAI). Modular for custom vector databases (Pinecone/FAISS). Ideal for research/legal analysis. MIT-licensed. Clone, install dependencies, and query documents. Open-source contributions enhance preprocessing.

Topics

agent ai ml pytorch pyhton

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