Overview
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This short course demonstrates how to build an NLP-powered YouTube video search app. It covers preparing subtitle and metadata chunks, generating sentence-transformer embeddings, indexing and querying them with Pinecone, and presenting timestamped results in Streamlit.
Syllabus
Intro
YouTube Search App
Getting Data
Enhancing the Data
Scraping Other Metadata
Loading Data from Hugging Face
Index and Query the Data
Streamlit App Code
Taught by
James Briggs