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Articles by Elastic Platform Team

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Discover the differences, strengths, and applications of aNN and kNN in vector search. Unravel the accuracy of kNN and the speed of aNN. Explore Elastic's vector search capabilities.

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Beyond RAG basics: Advanced strategies for AI applications

Explore advanced strategies for AI applications in retrieval augmented generation (RAG). Learn from experts on enhancing LLMs with effective data integration techniques.

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How to choose a vector database

Explore the different types of vector databases available and discover the key factors to consider when choosing the right one.

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Deep learning vs. machine learning: Understanding the differences

Discover the power of machine learning and deep learning in shaping the future of digital transformation. Learn about data empowerment, neural network revolution, interpretability, and Elastic's role in these cutting-edge technologies.

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Gain insights into the world of machine learning with our in-depth exploration of 11 popular algorithms, covering supervised, unsupervised, ensemble, and reinforcement learning techniques.

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Understanding the approximate nearest neighbor (ANN) algorithm

Discover the power of approximate nearest neighbor (ANN) algorithms — the key to lightning-fast searches and valuable insights in vast data landscapes.

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NLP vs. LLMs: Understanding the differences

Discover the world of NLP and LLMs, unraveling their unique characteristics and applications in the AI world.

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Vector database vs. graph database: Understanding the differences

Discover the differences and similarities between vector and graph databases in this comprehensive guide. Explore their definitions and ideal use cases, and make an informed decision on which one to choose.

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Machine learning vs. AI: Understanding the differences

Uncover the world of machine learning and artificial intelligence. Learn how they’re different and where they intersect to drive innovation.