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FetchFacts A Streamlit web app that fetches articles from user-provided URLs, extracts meaningful content, and answers user queries using FAISS for semantic search and FLAN-T5 for text generation.

Features

  • Fetches articles from given URLs.
  • Splits text into manageable chunks for processing.
  • Embeds documents using sentence-transformers/all-mpnet-base-v2.
  • Uses FAISS for fast document retrieval.
  • Generates answers using Google's flan-t5-small model.

Usage Guide

  • Enter up to 3 article URLs in the sidebar.
  • Click "Process URLs" to fetch and analyze the content.
  • Enter a question in the input field.
  • Get AI-generated answers with references to the source documents.

About

Effortlessly extract key insights from articles by inputting URLs and asking questions across any domain.

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