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[00:00] Introduction to Pinterest and its search functionality.
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Classroom Contents
What We Learned from Using LLMs in Pinterest Search
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- 1 [00:00] Introduction to Pinterest and its search functionality.
- 2 [01:52] Overview of the Pinterest search backend architecture.
- 3 [02:29] The search relevance model.
- 4 [02:55] Key learnings from using LLMs for search relevance.
- 5 [05:04] The value of VLM-generated captions and user actions as content annotations.
- 6 [07:16] Productionizing LLMs with knowledge distillation.
- 7 [12:14] The utility of relevance-tuned LLM embeddings as general-purpose semantic representations.
- 8 [13:55] Q&A session.
