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- Intro
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Classroom Contents
Live Code Review - Pinecone Semantic Search
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- 1 - Intro
- 2 - Basic concepts of lexical search
- 3 - What are embeddings?
- 4 - How does semantic search work?
- 5 - Comparing semantic and lexical search
- 6 - Build session intro, CSV loader
- 7 - CSV loader done, short review of utilities
- 8 - Introducing Transformers.js
- 9 - Short look at why types can be helpful
- 10 - Embedding in batches
- 11 - Ideas around using workers to parallelize embeddings
- 12 - A client helper function
- 13 - The main portion of the indexing process
- 14 - Where to find the repo
- 15 - Querying the index
