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Embeddings: What they are and why they matter

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Simon Willison

Extensive notes to accompany this talk: https://simonwillison.net/2023/Oct/23...

posted by dreamgirl77704


OpenAI Embeddings and Vector Databases Crash Course
OpenAI Embeddings and Vector Databases Crash Course
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'Catching up on the weird world of LLMs' Simon Willison (North Bay Python 2023)
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But what is a GPT? Visual intro to transformers | Chapter 5, Deep Learning
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Vectoring Words (Word Embeddings) Computerphile
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Prompt Injection, explained
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Why Does Diffusion Work Better than AutoRegression?
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The Biggest Misconception about Embeddings
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A Complete Overview of Word Embeddings
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$0 Embeddings (OpenAI vs. free & open source)
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Word Embedding and Word2Vec, Clearly Explained!!!
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Redis as a Vector Database Explained
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The Most Important Algorithm in Machine Learning
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Word Embeddings EXPLAINED!
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Jeff Dean (Google): Exciting Trends in Machine Learning
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Embeddings EXPLAINED!
Python RAG Tutorial (with Local LLMs): AI For Your PDFs
Python RAG Tutorial (with Local LLMs): AI For Your PDFs
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Word Embeddings || Embedding Layers || Quick Explained
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How to set up RAG Retrieval Augmented Generation (demo)
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Understanding BERT Embeddings and Tokenization | NLP | HuggingFace| Data Science | Machine Learning
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