/describe-movie-from-its-poster

Primary LanguagePython

What a movie Poster tells about its Story ?

What

An app to search for a movie and get a description of what the movie poster tells about the plot.

Event

  • MongoDB GenAI Hackathon - NYC April, 6th 2024

Technology used

  • Vision and embedding LLMs (OpenAI)
  • Vector Search (MongoDB Atlas)
  • UI (Streamlit / Python)
  • UMAP projections (embeddings dimensionality reduction)
  • Plotly Express (3D projection visualization)

Screenshot examples

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Demo

Demo

Setup

  • Edit atlas_client.py to add the corresponding MongoDB settings
  • Add OPENAI_KEY_API to environment variables

Getting Started

Install requirements:

pip install -r requirements.txt

Run the app

streamlit run app.py