Personalized Mini TikTok
Built with FirstBatch + Streamlit + Pinecone
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From curating the perfect dataset to deploying an intuitive web app with Streamlit, this journey is a testament to the power of embeddings & vector databases. Go through the blog post for detailed outline!
Blog post: https://andthattoo.substack.com/p/personalized-mini-tiktok
Curating the Kaggle Dataset
TikTok Videos as Embeddings
Efficiently Storing Embeddings in Pinecone
Crafting a Custom Algorithm through FirstBatch Dashboard
Designing a Streamlit Web Application for User Interaction
The Final Step: Share it!
Source code
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