Leveraging User Behavior Insights to Enhance Search Relevance
Unlock the power of user behavior insights to optimize search relevance. Learn to capture clickstream data, analyze user interactions, and continuously improve search strategies for better user experiences.
Demystifying Anomaly Detection in OpenSearch - Setup and Implementation
Explore OpenSearch's anomaly detection capabilities through a hands-on walkthrough of remote logging setup, using fluent-bit and creative techniques to spark ideas for larger-scale solutions.
OpenSearch: Innovation and Community
Explore OpenSearch's innovation and community impact with insights from Amazon's Director of Product.
A Journey of Audit Logs from Kafka to Elasticsearch - Building a Centralized Logging Platform
Discover how to build a scalable audit logging platform using Kafka and OpenSearch, focusing on tracking data modifications across multiple users and data models in business-critical systems.
AWS Re:Invent Announcements - Deep Dive into New Features
Explore AWS re:Invent announcements with Keith Gregory, covering CodeCatalyst, OpenSearch Serverless, Lambda SnapStart, Redshift streaming, and EventBridge Pipes. Gain insights into latest AWS innovations.
Challenges of Logging on the Edge: Building an Observability Pipeline with FluentBit
Explore challenges and solutions for edge device logging using FluentBit, covering deployment, performance, and observability pipeline setup in Kubernetes environments.
Log Processing with Apache NiFi and Apache Kafka
Learn real-time log processing using Apache NiFi and Kafka. Set up the environment, transform data, create flows, and load data into OpenSearch for effective log analytics.
AI and Observability Role in E-Government Ecosystem
Explore how AI and observability enhance e-government IT operations, using open-source tools for telemetry data analysis and deep learning to improve service delivery and efficiency.
Near Real-Time Logging Solution Using Fluent Bit and OpenSearch for Kubernetes
Explore a near real-time logging solution for Kubernetes using Fluent Bit and OpenSearch. Learn about architecture, implementation challenges, and ensuring data privacy in multi-node clusters.
Super Search with OpenSearch and Python
Explore OpenSearch's search and aggregation capabilities for semi-structured data, and learn to integrate powerful search functionalities into Python applications.
Documentation for Using Open Source Design Templates
Learn best practices for creating and documenting open source design templates, focusing on UX research scalability and community collaboration in OpenSearch.
Talking to Non-Searchers about Search Relevance - Haystack US 2023
Learn effective strategies for explaining search relevance to non-technical stakeholders, from CEOs to clients. Gain insights on communicating complex search concepts and their importance.
CLAP With Me: Step-by-Step Semantic Search on Audio Sources
Explore CLAP for semantic search on audio data. Learn to build an application generating CLAP embeddings, indexing to Opensearch, and implementing audio-based semantic queries.
From Text to Context: How We Introduced a Modern Hybrid Search
Discover how to implement a modern hybrid search system combining BM25 and semantic vector models. Learn from real-world challenges and solutions in improving e-commerce search functionality.
Getting Started with OpenSearch and OpenSearch Dashboards
Learn to set up and use OpenSearch for powerful search and analytics. Master cluster configuration, dashboard creation, and best practices for effective data visualization and management.
Contextual Search with Vector Search: Exploring Open Source Tools
Explore vector search technology for smarter contextual searches. Learn to implement movie recommendation systems using ClickHouse, OpenSearch, and PGVector. Discover AI models and APIs for efficient data inference.
A Needle in a Haystack: Finding Threats in Billions of Cloud Logs
Discover techniques for efficiently analyzing massive cloud audit logs to identify security threats using basic cloud tools and advanced platforms like OpenSearch and Kubernetes.
A Deep Dive into Vector Search Technology and Tools
Explore vector search technology through practical demonstrations of ClickHouse, OpenSearch, and PGVector, learning how AI models convert text to vectors for enhanced contextual search capabilities.
OpenSearch: Navigating Innovation and Community Collaboration for 2025 and Beyond
Discover how OpenSearch is evolving through community collaboration, focusing on search capabilities, observability, and AI integration while exploring development priorities and strategies for future growth.
Optimizing Hybrid Search in OpenSearch - A Configuration and Dynamic Approach Tutorial
Master hybrid search optimization techniques in OpenSearch through hands-on configuration, data indexing, baseline creation, and dynamic modeling approaches for improved search relevance.