The Tile Encoder - Exploring ANN algorithms Part 2.2

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Weaviate Tile Encoder uses Product Quantization to compress vectors

advanced Published 21 Mar 2023
Action Steps
  1. Understand the concept of vector compression
  2. Explore Product Quantization as a compression technique
  3. Apply the Weaviate Tile Encoder to compress vectors
Who Needs to Know This

ML engineers and researchers can benefit from this technique to improve vector compression and reduce storage costs, while data scientists can apply it to optimize their models

Key Insight

💡 Product Quantization can be used to efficiently compress vectors

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📈 Compress vectors with Weaviate Tile Encoder and Product Quantization!
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