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Hyde (Hypothetical Document Embeddings) App

This Streamlit app allows you to:

  • Upload multiple files (TXT, PDF, or CSV).
  • Process the files with Azure OpenAI to generate:
    • Hypothetical documents.
    • Embeddings for downstream tasks.

Features

  1. File Uploads: Supports TXT, CSV, and basic text-based file formats.
  2. Azure OpenAI Integration:
    • Uses gpt-35-turbo for document generation.
    • Uses text-embedding-ada-002 for embedding generation.
  3. Dynamic Results: Displays processed synthetic documents and embeddings in the app.

How to Run Locally

  1. Clone the repository:
    git clone https://github.com/your-repo/hyde-app.git
    cd hyde-app

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HYDE RAG Implementation

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