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Elasticsearch
The heart of the Elastic Stack Elasticsearch is an open source distributed, RESTful search and analytics engine, scalable data store, and vector database capable of addressing a growing number of use cases. As the heart of the Elastic Stack, it centrally stores your data for lightning-fast search, fine‑tuned relevancy, and powerful analytics that scale with ease.
New to Elasticsearch? Get up and running in no time.
Watch video Lay a strong foundation for working with Elasticsearch in our Elasticsearch Engineer training.
View training Build advanced Elasticsearch skills for tuning relevance, text analysis, and more.
View training
AI Powered Relevance
Dive deeper into the new Elasticsearch Relevance Engine The Elasticsearch Relevance Engine ™ is designed to power artificial intelligence-based search applications. Use the relevance engine to apply semantic search with superior relevance out of the box (without domain adaptation), integrate with external large language models (LLMs), implement hybrid search, and use third-party or your own transformer models.
Query & Analyze
Ask your data questions of all kinds
Elasticsearch lets you perform and combine many types of searches — structured, unstructured, geo, metric, and from a piped query language. Start simple with one question and see where it takes you.
Store and analyze at scale It's one thing to find the 10 best documents to match your query. But how do you make sense of, say, a billion log lines? Elasticsearch aggregations let you zoom out to explore trends and patterns in your data.
Speed
Elasticsearch is fast. Really, really fast.
When you get answers instantly, your relationship with your data changes. You can afford to iterate and cover more ground.
Being this fast isn't easy. We've implemented inverted indices with finite state transducers for full-text querying, BKD trees for storing numeric and geo data, and a column store for analytics.
And since everything is indexed, you're never left with index envy. You can leverage and access all of your data at ludicrously awesome speeds.
Scalability
100s of TBs of logs? No problem. Billions of vectors? Of course. Go from prototype to production seamlessly; you talk to Elasticsearch running on a single node the same way you would in a 300-node cluster.
It scales horizontally to handle kajillions of events per second, while automatically managing how indices and queries are distributed across the cluster for oh-so-smooth operations.
Resiliency
We cover the bases while you swing for the fences Hardware rebels. Networks partition. Elasticsearch detects failures to keep your cluster (and your data) safe and available. With cross-cluster replication, a secondary cluster can spring into action as a hot backup. Elasticsearch operates in a distributed environment designed from the ground up for perpetual peace of mind.
FLEXIBILITY
Store and explore data to fit your needs Data is constantly evolving, and it can become expensive to store and search all of it. With Elasticsearch you can balance performance and cost. Store data locally for fast queries or remotely on low-cost S3 for unlimited data. With runtime fields , you can also quickly onboard your data — and adapt to changes.
Elasticsearch — the most widely deployed vector database Copy to try locally in two minutes Copy to clipboard curl -fsSL https://elastic.co/start-local | sh
Read docs
Use Cases
What exactly can I use Elasticsearch for? Numbers, text, geo, structured, unstructured. All data types are welcome. Full-text search just scratches the surface of how companies around the world are relying on Elasticsearch to solve a variety of challenges. See a full list of solutions built directly on the Elastic Stack.
Fast and scalable logging that won't quit.
Infrastructure Monitoring
Monitor and visualize your system metrics.
Get insight into your application performance.
Monitor and react to availability issues.
Search and discovery experiences for any use case.
Explore location data in real time.
Interactive investigation and automated threat detection.
Prevent, detect, hunt for, and respond to threats.
Trusted, used, and loved by
Distribution
From open source to serverless Wherever your search takes you, we'll be there.
Deploy hosted Elasticsearch and Kibana on AWS, Google Cloud, and Azure Spin up a fully loaded deployment on the cloud provider you choose. As the company behind Elasticsearch, we bring our features and support to your Elastic clusters in the cloud.
Grab a fresh installation and start running Elasticsearch on your machine in just a few steps.
Hassle free operations with a fully managed serverless offering. The easiest way to ramp up your capabilities in search, observability, and security.
The True Elasticsearch Experience
Is it the same as Amazon’s Elasticsearch Service?
Get access to features like machine learning, an ODBC driver for BI connectivity, automated time-series data management, and alerting.
Protect your Elasticsearch data in a robust and granular way.
Maintain a pulse on your Elastic Stack to keep it firing on all cylinders.
Time series data management Automate processes with index lifecycle management, frozen indices, and rollups.
Automate anomaly detection on your Elasticsearch data.
Client Libraries
Interact with Elasticsearch in the programming language you choose Elasticsearch uses standard RESTful APIs and JSON. We also build and maintain clients in many languages such as Java, Python, .NET, SQL, and PHP . Plus, our community has contributed many more . They're easy to work with, feel natural to use, and, just like Elasticsearch, don't limit what you might want to do with them.
curl - H "Content-Type: application/json" - XGET
'http://localhost:9200/social-*/_search' - d '{
"query": {
"match": {
"message": "myProduct"
}
},
"aggregations": {
"top_10_states": {
"terms": {
"field": "state",
"size": 10
}
}
}
}'