Insight AI Web 🌐

Overview

Insight AI Web is a Flask-based web application that allows users to extract and analyze content from any webpage using an AI-powered Question Answering (QA) model. By providing a URL and a question, users can quickly obtain insights from the web page.

Features

• Extracts text from any provided website URL.
• Uses Falcon-180B AI model for question-answering.
• Provides a user-friendly interface for easy interaction.
• Displays extracted insights in a clean and structured format.
• Error handling for invalid or inaccessible URLs.

How It Works

1. The user enters a website URL and a question in the input fields.
2. The application fetches and processes the website's text content.
3. The AI model analyzes the extracted text and provides an answer based on the user's question.
4. The response is displayed on the webpage.

Installation & Setup

Prerequisites

Ensure you have the following installed on your system:

• Python 3.x
• pip (Python package manager)

Dependencies

• Flask (Web framework)
• Transformers (For AI model)
• Requests (To fetch website content)
• BeautifulSoup (For HTML parsing)

Usage Guide

1. Enter the website URL where you want to extract information.
2. Type a question related to the content of that webpage.
3. Click on the 'Transform Now 🔄' button.
4. Wait for a few seconds while the AI processes your request.
5. The extracted answer will be displayed on the screen.

Limitations

• The model processes only a limited amount of text (512 tokens max per request).
• Some websites may restrict automated scraping, causing errors.
• AI-generated answers depend on the quality and clarity of the extracted text.