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Hello from the Elastic DevRel team! In this newsletter, we cover the first pre-release of Elasticsearch and the Elastic Stack 9.0, the availability of Elastic Cloud Serverless on Azure, the latest blogs and videos, and upcoming events, including ElasticONs in Sydney and Singapore.
What’s new
The first 9.0 pre-release, 9.0.0-beta1, of Elasticsearch, Kibana, and the rest of the Elastic Stack is now available. Give it a try, let us know what works and what doesn't, and please don't use it in production (yet).
The easiest way to try it out today is through start-local: curl -fsSL https://elastic.co/start-local | sh -s -- -v 9.0.0-beta1
We'll dive into more features in the following (pre-) releases, but for beta1, here is an overview of what's now available in ES|QL, the new piped query language.
1. Lookup joins
Lookup joins, a highly requested feature, are the first of many planned join commands. These joins function like SQL LEFT OUTER JOINs, enabling the direct joining of data or event streams with lookup indices. The ES|QL editor suggests lookup indices and conditions to expedite query construction.
2. KQL filtering inside ES|QL queries
KQL filtering, the Kibana Query Language, is integrated within ES|QL queries. This integration allows for the combination of KQL's expressive filtering capabilities with ES|QL's transformation features, resulting in faster query execution and improved precision.
3. Inference API, MATCH, and more
Semantic search is expanded with access to the Inference API, enabling more accurate AI-driven search experiences. The MATCH command now supports a wider range of field types, query parameters, and optimizations for enhanced accuracy.
4. New functions and commands for statistical analysis
The Standard Deviation function is natively available in ES|QL. A new categorization function automatically groups similar log messages to highlight patterns. Additionally, a failure store for debugging purposes is introduced to store query failures, facilitating pattern analysis and improved reliability.
5. Performance enhancements
ES|QL includes several internal improvements to enhance query performance: acceleration of case-insensitive matching using TO_UPPER/TO_LOWER pushdowns, smarter field capabilities detection for optimized query execution, and memory reductions for faster response times and lower resource usage.
For a complete list of features and changes, check out the release notes.
Elastic Cloud Serverless: Technical preview on Microsoft Azure
Now that Elastic Cloud Serverless has gone GA on AWS, we’re starting to expand to other cloud providers. The first one is Microsoft Azure, where we have just added the first region as a technical preview.For an in-depth, external look at it, read Arnold Van Wijnbergen’s Evaluation of Elastic Cloud Serverless on Microsoft Azure (Technical Preview).
Blogs, videos, and interesting links
DeepSeek R1: Learn how to run a local instance of DeepSeek and connect to it from within Kibana with Dave Erickson and Jakob Reiter.
Vector search: Valentin Crettaz provides a quick introduction to vector search, explains how to set up vector search in Elasticsearch, and shows how to craft hybrid search queries.
Search relevance: Peter Straßer discusses the search challenges that come with compound words and how to address them.
OpenTelemetry: Follow Bahubali Shetti as he traces a RAG-based Chatbot with Elastic distributions of OpenTelemetry and Langtrace.
Security: Detect malicious browser extensions using Elastic with Aaron Jewitt.
Elastic APM: Haidar Braimaanie explains how to monitor your C++ applications with Elastic APM.
CLIP: Jeffrey Rengifo and Tomás Murúa explore OpenAI CLIP (Contrastive Language–Image Pre-training) alternatives.
Faceted search: Use facet search in Elasticsearch to narrow down options within categories with Andre Luiz.
Check out these videos:
OTel for Python: Traces with custom spans — Daily Elastic Byte S06E04 by Jessica Garson
OTel for Java (Traces) — Daily Elastic Byte S06E05 by Piotr Przybyl
Featured blogs and projects from the community:
Build an AI-Powered Search System using RAG and Elasticsearch with VH Chaudhary
When Redis hit the wall: Scaling search from thousands to millions of articles by Olga
Migrating off AppSearch / EntrepriseSearch, where Constant Deschietere provides some tips for moving data and queries
- CSVES (CSV to Elasticsearch): A flexible tool for importing CSV data into Elasticsearch with automatic field detection and mapping
Upcoming events
Americas
Boston: Elasticsearch, Vectors, and Hybrid: The new era of Search — March 6
Silicon Valley: Elastic AI: Agentic Workflows & LLMs + Research for Real-World Impact — March 6
Phoenix: Confluent x Elastic joint meetup — March 6
Washington DC: The new era of Search, Search: a new era — March 12
Durham: All Things Open AI — March 17–18
Dallas: Search in a Digital Thread using eQube DaaS platform & Elasticsearch — March 18
Lancaster: Community Monthly meetup — March 19
Chicago: Elastic User Group Meetup — March 20
Seattle: Elastic + Big Data Bellevue — March 20
Toronto: do MORE with stateLESS Elasticsearch — March 20
Santa Clara: SRECon Americas — March 25–27
Virtual Meetup: Real-Time Log Monitoring and Visualization Using ELK and Kafka — March 27
Seattle: Seattle Startup Summit — March 28
Europe, Middle East, and Africa
Zurich: DevOpsDays Zurich — March 12–13
Paris: La crème de la crème — March 13
Amsterdam: Elastic and Hopsworks meetup, LLM usage in building pipelines — March 13
Stockholm: Tracking abuse using intelligence with Elastic & Tele2 — March 13
Wroclaw: BoilingFrogs — March 15
Amsterdam: Webdevcon — March 21
Florence: OpenSourceDay — March 21
Saint-Herblain: ENI Tech Fest Saint-Herblain (France) — March 25
Turin: Cloud Conf — March 26
London: SREDay London — March 27–28
Asia-Pacific
Ahmedabad: Laracon India — March 8–9
ElasticON Tour
Elastic's free, one-day conference series is coming to you. Join us to learn what's hot at Elastic right now, watch talks or demos, and visit the ask-me-anything booth. And we have a dedicated community track with talks from Elastic engineers and community members.
Sydney: ElasticON — March 6

Join your local Elastic User Group chapter for the latest news on upcoming events! You can also find us on Meetup.com. If you’re interested in presenting at a meetup, send an email to meetups@elastic.co.