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Searching by music: Leveraging vector search for audio information retrieval
Elasticsearch Labs
Searching by music: Leveraging vector search for audio information retrieval
Want to find out how to apply vector search to music data? In this post, we combine audio embeddings, information retrieval, machine learning, vector databases, and audio data to deliver new and exciting possibilities!
Vector search in Elasticsearch: The rationale behind the design
Elasticsearch Labs
Vector search in Elasticsearch: The rationale behind the design
In this blog, you'll learn how vector search has been integrated into Elasticsearch and the trade-offs that we made.
Exploring vector databases: how to get the best of lexical and AI-powered search with Elastic’s vector database
Elasticsearch Labs
Exploring vector databases: how to get the best of lexical and AI-powered search with Elastic’s vector database
Learn about the concepts related to vector databases, how they work and how to get the best out of lexical & AI search with Elastic’s vector database.
Enhancing chatbot capabilities with NLP and vector search in Elasticsearch
Elasticsearch Labs
Enhancing chatbot capabilities with NLP and vector search in Elasticsearch
Explore how vector search and NLP work to enhance chatbot capabilities and see how Elasticsearch facilitates the process.
Text similarity search with vector fields
Elasticsearch Labs
Text similarity search with vector fields
This post explores how text embeddings and Elasticsearch’s new dense_vector type could be used to support similarity search.