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Articles by Hemant Malik
Elastic and OpenAI collaborate to bring frontier intelligence to unstructured enterprise data
AI agents are only as useful as the enterprise context they reason over. Much of what organizations know and need for AI agents to deliver is spread across unstructured data, such as documents, tickets, logs, metrics, traces, and security alerts that change continuously and are governed by different permissions. Today, we announced an expanded collaboration to close that gap, helping organizations build production-ready AI applications and agents using OpenAI models with Elasticsearch.
Elastic and Cursor partner to accelerate context engineering with coding agents
Elastic is thrilled to announce a deeper partnership with Cursor, the leading AI coding platform for building software with agents. Elastic is the context backbone that those agents call into, providing real‑time observability, security, and search data drawn from production systems at scale.
Elasticsearch is a recommended vector database in the NVIDIA Enterprise AI Factory validated design
Elastic now integrates with the NVIDIA Enterprise AI Factory validated design to provide users with a recommended vector database for their on-premises AI Factories. The validated design provides enterprises with a framework for building and deploying AI Factories on-premises. What’s next?
Agentic RAG on Dell AI Factory with NVIDIA and Elasticsearch Vector Database
We are excited to collaborate with Dell on the white paper,Agentic RAG on Dell AI Factory with NVIDIA. The white paper is a design reference document for developers outlining strategies and solution components to implement agentic retrieval augmented generation (RAG) applications. It’s a design point for organizations across industries, specifically healthcare, for the agentic RAG framework decision-making with AI-driven data retrieval. What is Dell AI Factory with NVIDIA?
Optimize your RAG workflows with Elasticsearch and Vectorize
We’re excited to announce Vectorize now integrates with Elasticsearch vector database! This powerful combination simplifies building retrieval augmented generation (RAG) pipelines, allowing AI engineers to focus on building applications with unprecedented speed and accuracy. Elasticsearch vector database enables fast and efficient real-time search and retrieval of vector data, making it an excellent database for RAG applications.
IBM partners with Elasticsearch to deliver Conversational Search with watsonx Assistant
To meet customer needs for scale, speed, and precision, IBM partners with Elasticsearch to deliver retrieval augmented generation (RAG) capabilities that can be seamlessly integrated into the IBM watsonx Assistant’s new Conversational Search feature. Customers using IBM watsonx Assistant and watsonx Orchestrate can now build conversational AI assistants grounded on their company data with comprehensive search capabilities with RAG.
使用 Unstructured.io 和 Elasticsearch 向量数据库搜索复杂文档
作者：来自 Elastic Amy Ghate, Rishikesh Radhakrishnan, Hemant Malik 使用非结构化和 Elasticsearch 向量数据库为 RAG 应用程序提取和搜索复杂的专有文档 在使信息可搜索之前解析文档是构建实际 RAG 应用程序的重要步骤。Unstructured.io 和 Elasticsearch 在此场景中有效地协同工作，为开发人员提供构建 RAG 应用程序的互补工具。 Unstructured.io 提供了一个工具库，用于提取、清理和转换不同格式和不同内容源的文档。将文档添加到 Elasticsearch 索引后，开发人员可以从许多 Elastic 功能中进行选择，包括聚合、过滤器、RBAC 工具和 BM25 或向量搜索功能 - 将复杂的业务逻辑实现到 RAG 应用程序中。 在本博客中，我们将研究一个相当常见的用例，即解析和提取包含文本、表格和图像的 PDF 文档。我们将使用 Elastic 的 ELSER 模型创建稀疏向量嵌入，然后使用 Elastisearch 作为向量数据库存储和搜索嵌入。 Unstructured...
Elastic awarded 2024 Microsoft US Partner of the Year & ISV Innovation Honors
Elastic wins Partner of the Year in the US and is named a Global Finalist in the ISV Innovation Category Following our 2023 Microsoft Partner of the Year for Commercial Marketplace Awards, we are pleased to announce that Elastic has been chosen as the 2024 Microsoft US Partner of the Year and named a finalist in the ISV Innovation category among 4,700 nominations submitted globally.
Enable Elastic Observability for Microsoft Azure metrics
Developers and SREs choose Microsoft Azure to run their applications because it is a trustworthy world-class cloud platform. It has also proven itself over the years as an extremely powerful and reliable infrastructure for hosting business-critical applications. Elastic Observability offers over 25 out-of-the-box integrations for Microsoft Azure services with more on the way. A full list of Azure integrations can be found in our online documentation.
If you build it, they will come
About Nokia At Nokia, we create technology that helps the world act together. As a B2B technology innovation leader, we are pioneering networks that sense, think, and act by leveraging our work across mobile, fixed and cloud networks. In addition, we create value with intellectual property and long-term research, led by the award-winning Nokia Bell Labs.
Relativity uses Elasticsearch and Azure OpenAI to build futuristic search experiences, today
Brittany Roush, senior product manager at Relativity, says, “The biggest challenge Relativity customers are facing right now is data explosion from heterogeneous data sources. The challenge is really compounded by the differences in data generated from different modes of communication.” This explosion of data, sources, and complexity renders traditional keyword search approaches ineffective.
Elastic wins Microsoft Partner of the Year Award for Commercial Marketplace
We are proud to announce that Elastic has received two Partner of the Year awards from Microsoft for 2023, one for our Worldwide Commercial Marketplace business and the second for our Business Transformation work on the Marketplace. Both of these awards recognize the innovative and unique solutions we’ve built to provide maximum value to our customers.
Elastic continues to innovate and grow through Microsoft partnership
From the beginning of our strategic alliance, Elastic and Microsoft have prioritized integrations that extend Elastic solutions across Microsoft Azure services. Our partnership is focused on helping you get more out of both your data and your infrastructure. Building momentum together In our blog a year ago, we highlighted how we have built an enhanced experience that makes it easier for you to bring in data from many different sources so you can transform data into actionable insights using .
Trace your Azure Function application with Elastic Observability
Adoption of Azure Functions in cloud-native applications on Microsoft Azure has been increasing exponentially over the last few years. Serverless functions, such as the Azure Functions, provide a high level of abstraction from the underlying infrastructure and orchestration, given these tasks are managed by the cloud provider. Software development teams can then focus on the implementation of business and application logic.
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