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$Words, Tokens and Embeddings
Words, Tokens and Embeddings
How language models convert token IDs into meaningful vector representations that capture semantic relationships.
Aug 1, 2025
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Oz Akan
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Technical
$Embedding Selection for RAG Systems
Embedding Selection for RAG Systems
At the heart of every effective RAG implementation lies a crucial decision: which embedding model to use.
May 12, 2025
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Oz Akan
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Technical
$What are Word Embeddings?
What are Word Embeddings?
Word embeddings are a fundamental concept in Natural Language Processing (NLP), enabling machines to understand and process human language effectively.
Mar 17, 2025
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Oz Akan
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Technical