#полезное
😊 Отличное приложение на основе ИИ начинается с выбора подходящего типа эмбеддингов

Вот 6 типов эмбеддингов и случаи, когда стоит их использовать:

🟠 Sparse embeddings: https://weaviate.io/developers/weaviate/search/bm25
🟠 Dense embeddings: https://weaviate.io/developers/weaviate/search/similarity
🟠 Quantized embeddings: https://weaviate.io/developers/weaviate/concepts/vector-quantization
🟠 Binary embeddings: https://weaviate.io/developers/weaviate/concepts/vector-quantization#binary-quantization
🟠 Variable dimensions: https://weaviate.io/blog/openais-matryoshka-embeddings-in-weaviate
🟠 Multi-vector embeddings: https://weaviate.io/developers/weaviate/tutorials/multi-vector-embeddings

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