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Category: AI

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 ...

Scaling agent systems with Apache Kafka and Agent2Agent, Part 1: The evolution of agent ...

An AI visualisation of Agent Systems: Enterprise control room showing agent systems coordinating via Agent2Agent across a Kafka ...

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&...

Kafka® Streams error handling, Part 2: How to catch and fix bad records with KIP-1034 and ...

This “Apache Kafka Streams news processing application with KIP-1034” blog series is split into two parts. Part 1 focused on the ...

How to build an Apache Kafka® Streams application with KIP-1034 Dead Letter Queues and LLM...

Introduction In this two-part Kafka Streams tutorial, we build a Kafka Streams application that processes streaming news data in ...

Optimizing AI Search in OpenSearch: A practical guide

Classic lexical search matches tokens: if the user does not use the same words as the document, relevance suffers. Semantic search...

Understanding OpenSearch® vector field type—Part 2: sparse_vector

Overview: Beyond semantic search In part 1, we explored how knn_vector field type enables semantic search by retrieving results ...

Apache Kafka® 4.1.0: Advancing Queues and rack-aware rebalancing returns

What is new in the latest Kafka release? In my previous blog, I introduced the new Streams Rebalance Protocol. Now, I'm diving&...