Live Code Review - Pinecone Semantic Search

Live Code Review - Pinecone Semantic Search

Pinecone via YouTube Direct link

- Short look at why types can be helpful

9 of 15

9 of 15

- Short look at why types can be helpful

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Live Code Review - Pinecone Semantic Search

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

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