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YouTube — freeCodeCamp AI

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Vector Databases Full Course for Beginners – Embeddings, Similarity Search & ChromaDB

This beginner course teaches vector databases from scratch. Starting with vectors, cosine similarity and ukitian distance, then moving on to tokenization and embedding models. You'll generate embeddings in a live demo with Google's Gemini embedding model and see how a vector…

YouTube — freeCodeCamp AIBy: freeCodeCamp.orgNovember 3, 2026 (1 hour ago)
Available in 4 languages

AI Summary & Key Takeaways

  • This beginner course teaches vector databases from scratch
  • Starting with vectors, cosine similarity and ukitian distance, then moving on to tokenization and embedding models
  • You'll generate embeddings in a live demo with Google's Gemini embedding model and see how a vector…
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