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Semantic Search

Template streamlit app to embed and search documents by text query

to run the app:

  • install requirements
  • sign up for pinecone and save the API key in ./secret
  • create embeddings for a sample dataset from huggingface datasets and save embedding vectors to pinecone python create_index.py
  • run streamlit app
  • streamlit run st_app.py