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Instaclustr Blog
Category: AI/ML

Scaling agent systems with Apache Kafka and Agent2Agent (Part 2): Understanding the A2A ...

You've probably heard this famous "quote" about computing standards: "The wonderful thing about standards is that there are so ...

Beyond keyword search: A guide to AI-powered search in OpenSearch

When building real-world search experiences such as e-commerce catalogs, enterprise search, and documentation portals, you quickly...

MCP Gateway tutorial: Connect an AI Agent to Apache Kafka and HTTP server backends

Overview: What is an MCP Gateway and why do we need it? Early LLMs could only reason over what they were trained&hellip...

NetApp Instaclustr for MCP Gateway Is Here: Smarter AI Data Access Starts Now

AI systems are only as good as the data they can access. But for most organizations, getting AI applications to reliably connect&...

OpenSearch® 3.4 release: Build faster, smarter RAG applications

The OpenSearch 3.4 release is here, bringing groundbreaking improvements to AI and RAG pipelines. From performance boosts to new ...

Freezing streaming data into Apache Iceberg™—Part 2: Using Iceberg Topics

In this 2-part blog series, we are exploring the use case of “freezing” streaming Apache Kafka data into (Apache) Iceberg! In ...

Freezing streaming data into Apache Iceberg™—Part 1: Using Apache Kafka®Connect Iceberg ...

Introduction Ever since the first distributed system—i.e. 2 or more computers networked together (in 1969)—there has been the ...

Traditional vs. vector search: Which is right for you?

Traditional vs. vector search You’ve probably run into some of these situations: Searching for information about a specific topic ...

Unlocking the power of Kafka for AI: How Kafka AI transforms data processing

Data streaming is the backbone of modern AI systems, connecting applications in real time. Apache Kafka, an open source platform ...