Articles
Technical articles on search, AI/ML, agent protocols, and developer tooling.
Article
A2A Protocol: Building a Multi-Agent Newsroom with MCP and Elasticsearch
Learn how to build an AI-powered newsroom using the Agent-to-Agent protocol, Model Context Protocol, and Elasticsearch as the knowledge store.
Article
A2A Protocol: Agent Workflow with MCP and Elasticsearch
Deep dive into agent workflow orchestration using A2A protocol, connecting multiple LLM agents through MCP servers backed by Elasticsearch.
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MCP Intelligent Search with Elasticsearch
Connecting AI assistants to Elasticsearch through the Model Context Protocol for intelligent, context-aware search.
Article
Elasticsearch as a Vector Database: A Practical Example
A hands-on guide to using Elasticsearch as a vector database for semantic search and similarity matching.
Article
How to Check if a String Contains a Substring in Elasticsearch
Practical techniques for substring matching and text analysis in Elasticsearch, covering wildcards, regex, and more.
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