Join us as we kick off OpenSearchCon Europe

Throughout the discussion, we will consider the challenges of integrating these hybrid search techniques into existing LLM systems, focusing on maintaining a balance between swift performance and high relevancy in real-world settings. Join us to learn about the advanced search strategies that are se

Embark on a journey to craft a tailored RAG solution, leveraging the power of OpenSearch. Discover the art of deploying a privacy-centric, open-source RAG system, fortified by Langchain and OpenSearch, ensuring data confidentiality while meeting your unique needs.

Explore Observability's core components: metrics, logs, traces with OpenTelemetry in Query Engine. Learn OpenTelemetry concepts and architecture. See how it enables comprehensive metric and trace collection, enhancing visibility into query execution for OpenSearch users.

Join us to find out how OpenSearch fuels a cutting-edge, data-driven approach to security automation, exploring how the data-generated can be used to enhance security use-cases resulting in increased visibility and insights.

Observability in production is great, but what about our own CI/CD? Come and hear how we built intelligent data collection, dashboarding and alerting to augment our Jenkins, and boosted our response to failures and improved our DoD quality of life on the way.

We will discuss how you can use Data Prepper pipelines to improve ingestion into OpenSearch. We will focus on some of its features to persistent data during failures. We will also share suggestions to improve the performance of ingestion into your OpenSearch cluster.

Facing challenges with search capabilities in your production environment? See how OpenSearch, Python, and serverless can help. Ideal for developers and architects seeking modern solutions, this session is your guide to leveraging this tech trio.

Make plans to join us and come ready to pitch your favorite speaking topic! This is an opportunity for the community to come together and kick off OpenSearchCon Europe with an action-packed afternoon of sharing and discovery.

The OpenSearch community continues to expand, always welcoming new individuals, organizations, and partners into the fold, and OpenSearchCon is where the community comes together.

As the data that drives applications and systems grows in volume and complexity, builders are turning to OpenSearch to help transform information into insight and innovation.

When we work with information systems, we capture information in text and find information with text queries. Advances in AI have made it possible to move from word-to-word matching to something like meaning-to-meaning matching. Learn how search and OpenSearch unlock the meaning in your information.

In the fast-paced world of LLM applications, it's very simple to create a multitude of variations of Retrieval Augmented Generation (RAG) pipelines. But how can you determine which one to put into production? RAGElo is an open source toolkit that helps you to decide in an automated way.

Besides providing an overview of Data Prepper, this session will focus on how an observability solution from SAP utilizes Data Prepper and OpenSearch to enable the ingestion and analysis of OpenTelemetry data. Included are operational challenges we faced as well as our performance test results.

As of March 2024, 113 GitHub repos in opensearch-project have 231 maintainers. What is their story? What are their responsibilities? In this session you will hear about the journeys of a couple of most active community maintainers, and learn about how to become a maintainer yourself.

Configuring authentication and authorization for an OpenSearch cluster is often named as one of the bigger challenges in setup. However, by keeping a few key points in mind, you can avoid many issues and make the configuration process less stressful. We will walk through the important aspects.

Chorus, the open source reference platform for e-commerce search, shows you how to build measurable and tunable applications that delight users and drive conversions. Now available for OpenSearch, this platform lets you measure search quality and fix problematic queries on production in minutes.

Explore the migration of a 50TB self-managed Elasticsearch cluster to Amazon OpenSearch. Learn about the POC that ensured a smooth transition with no downtime. Discover the motivations, execution challenges, and strategies used to overcome obstacles during the migration process.

All OpenSearch workloads are multi-tenant! Search workloads with multiple indices, languages, or customers, or logs workloads with multiple data streams, are multi-tenant. Handling that tenancy means aligning resources against data for optimal performance. Learn the strategies and solutions!

This session will delve into the world of conversational search and it’s implementation on OpenSearch clusters. This talk will guide viewers through the steps of implementing AI powered retrieval, inference, and context to your data through simple pipelines.

Inverted Index - a fundamental data structure behind full-text search. However, everything comes with its trade-offs - this presentation will show you when it makes sense not using it while still delivering the ultimate search experience.

Confused about sizing your OpenSearch cluster? Worried if it will scale to handle your workload? Piqued about whether it is performing at its best? Then this talk is for you! We'll cover using OpenSearch Benchmark to model and run your workload to find the answers.

Struggling to understand what your users are actually doing on the site when it comes to searching? Want to understand which queries are under performing and which are over performing? Want to understand which documents are seen but never clicked? You need User Behavior Insights!

Join us for an insightful exploration into deploying OpenSearch Clusters on Kubernetes. This presentation will guide attendees through the deployment process using both traditional helm charts and the innovative OpenSearch Operator. With a focus on simplifying complexities and addressing security co

We had an incident which did occur in our warehouse at KRUU. The downloading of the photos from our photo booths was very slow from one day to the next - well we thought that the problem started on this day.
Thanks to OpenSearch metrics monitoring and alerting, this will never happen again.

Maximize your contributions to the open-source software including OpenSearch Project. Join Peter Nied as he unveils insider strategies for ensuring your pull requests are merged.

We reflect on two great days of OpenSearchCon Europe.