Articles
![Elastic Cloud adds Elasticsearch Vector Database optimized profile to Microsoft Azure](/search-labs/_next/image?url=%2Fsearch-labs%2Fassets%2Fimages%2Fazure-cloud-deployment.png&w=3840&q=100)
Elastic Cloud adds Elasticsearch Vector Database optimized profile to Microsoft Azure
Elasticsearch adds a new vector search optimized profile to Elastic Cloud on Microsoft Azure.
![ChatGPT and Elasticsearch: OpenAI meets private data](/search-labs/_next/image?url=%2Fsearch-labs%2Fassets%2Fimages%2Fillustration-elevate-our-process-1680x980.png&w=3840&q=100)
ChatGPT and Elasticsearch: OpenAI meets private data
Integrate Elasticsearch's search relevance with ChatGPT's question-answering capability to enhance your domain-specific knowledge base.
![Elasticsearch as a GenAI caching layer](/search-labs/_next/image?url=%2Fsearch-labs%2Fassets%2Fimages%2Fblog-elastic-llm-caching-header.png&w=3840&q=100)
Elasticsearch as a GenAI caching layer
Explore how integrating Elasticsearch as a caching layer optimizes Generative AI performance by reducing token costs and response times, demonstrated through real-world testing and practical examples.
![Elastic Cloud adds Elasticsearch Vector Database optimized instance to Google Cloud](/search-labs/_next/image?url=%2Fsearch-labs%2Fassets%2Fimages%2Fgcp-cloud-deployment.png&w=3840&q=100)
Elastic Cloud adds Elasticsearch Vector Database optimized instance to Google Cloud
Elasticsearch adds a new vector search optimized profile for GCP.
![The generative AI societal shift: Elastic's Gen AI & LLMs journey](/search-labs/_next/image?url=%2Fsearch-labs%2Fassets%2Fimages%2F12-robo-hand.jpg&w=3840&q=100)
The generative AI societal shift: Elastic's Gen AI & LLMs journey
Learn how Elastic is at the forefront of the generative AI & Large Language Models (LLMs) revolution, helping users take LLMs to new...
![Introducing Retrievers - Search All the Things!](/search-labs/_next/image?url=%2Fsearch-labs%2Fassets%2Fimages%2Fretrievers-blog-header-3.png&w=3840&q=100)
Introducing Retrievers - Search All the Things!
Learn about Elasticsearch retrievers, including Standard, kNN, text_expansion, and RRF. Discover how to use retrievers with examples.
![Elasticsearch and LangChain: unlocking the potential of large language models (LLMs)](/search-labs/_next/image?url=%2Fsearch-labs%2Fassets%2Fimages%2F08-coral.jpeg&w=3840&q=100)
Elasticsearch and LangChain: unlocking the potential of large language models (LLMs)
Explore the synergy between LangChain and Elasticsearch and how they are pushing the boundaries of what's possible with large language models (LLMs).
![RAG & RBAC integration: Protect data and boost AI capabilities](/search-labs/_next/image?url=%2Fsearch-labs%2Fassets%2Fimages%2Frbac-and-rag-best-friends%2Frbac-and-rag-best-friends-header.png&w=3840&q=100)
RAG & RBAC integration: Protect data and boost AI capabilities
Discover how Retrieval Augmented Generation (RAG) & Role-Based Access Control (RBAC) integrate to protect data and boost AI capabilities.
![Vector search & kNN implementation guide - API edition](/search-labs/_next/image?url=%2Fsearch-labs%2Fassets%2Fimages%2Fvector-search-implementation-guide-api%2Fblog-elastic-vector-search-implementation-guide-header.png&w=3840&q=100)
Vector search & kNN implementation guide - API edition
Learn how to implement vector search and kNN using the Elasticsearch APIs via HTTP or Python.