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SEARCH APIs & DEVELOPER TOOLS
Fast, flexible tools, robust APIs, and the trusted power of Elasticsearch allow development teams to build Search AI applications with text search, vector search, hybrid search, semantic search, and other machine learning capabilities — all to your exact specifications.
Test the latest AI search capabilities with AI Playground, now in Elasticsearch.
Explore Playground Hybrid conversational search is ready for production, enabling powerful RAG and conversational search experiences.
Learn more Learn how to easily utilize Elasticsearch to build advanced search experiences.
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For decades, developers have relied on the speed, scale, and relevance of Elasticsearch for building their most important search functionality.
FLEXIBLE INGESTION
Index, enrich, and sync data your way with connectors, open crawler, API, or JSON import.
ANALYZE. TUNE. REPEAT
Real-time intelligence, actionable insights Get visibility into user behavior with behavioral analytics to make necessary improvements and adjustments.
Future-proof search
ML & vector search-powered Add proprietary data to LLMs and generative AI for more relevance and accuracy. Find similar data instantly with vector search powered by machine learning.
Semantic Search
Get results matching the true meaning of your query using our out-of-the-box NLP model, ELSER.
Geospatial
Blazing fast geospatial queries Store and query geospatial data at top speed with Elasticsearch. Use Kibana to visualize, detect anomalies, and easily solve location-based challenges.
Hybrid Search
A search technique for the best of both worlds Combine lexical keyword search with the contextual understanding of semantic search with Reciprocal Rank Fusion (RRF) to deliver a unified, superior result set.
Retrieval Augmented Generation
Enhance your RAG workflows with Elasticsearch Discover how using Elastic for RAG workflows enhances generative AI experiences. Easily sync to real-time information using proprietary data sources to get the best, most relevant generative AI responses.
COMPOSABILITY
Semantic search made simple Implement semantic search in minutes syncing real-time data from proprietary sources for relevant generative AI responses. Bring your own data, use ELSER (E5 for multilingual), or the inference API to apply a model of your choice. Then connect to an index with the semantic_text data type, sync, and start exploring instantly with Elastic Playground.
Retrievers
Abstract away with retrievers Use retrievers (standard, kNN, RRF), now generally available (GA), to handle complex search operations. Easily integrate them into retriever trees, allowing modular, composable search pipelines. Test different retrieval strategies, fine-tune scoring, apply filters, and optimize performance while maintaining backward compatibility with traditional queries.
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