(Day 100) Embeddings in practice + reading a couple of research papers + trying to deploy an LLM in production

Hello :) Today is Day 100!

A quick summary of today:

  • finished Vicki Boykis’ ‘What are embeddings?’
  • read 2 papers:
    • Graph Convolutional Neural Networks for Web-Scale Recommender Systems (Ying et al., 2018)
    • TwHIN: Embedding the Twitter Heterogeneous Information Network for Personalized Recommendation (El-Kishky et al., 2022)
  • tried to deploy a PDF chat app using streamlit (spoiler: failed)
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