README.md

metadata

title: Generative AI QA System
emoji: 🤖
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.19.2
app_file: app.py
pinned: false
license: apache-2.0

Generative AI Q/A System

This is a question-answering system that retrieves information from the Wikipedia page about Generative AI.

How to Use

1. Go to the "Settings" tab and enter your OpenAI API key
2. Click "Load Wikipedia Content" to fetch and process the data
3. Go to the "Chat" tab to ask questions about Generative AI

Example Questions

• "What is GenAI?"
• "Early History of GenAI?"
• "What are Generative neural nets?"

Technical Details

This application uses:

• LangChain for document processing
• OpenAI's GPT-3.5-turbo for answering
• HuggingFace Embeddings for vector search
• FAISS for similarity search
• Wikipedia API for content
• Gradio for the user interface

Created by Anjali Haryani (Modified for Hugging Face deployment)