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