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Building human-in-the-loop (HITL) AI agents with LangGraph and Elasticsearch
Elasticsearch Labs

Building human-in-the-loop (HITL) AI agents with LangGraph and Elasticsearch

Learn what human-in-the-loop (HITL) is and how to build an HITL system with LangGraph and Elasticsearch for a flight system.

Jeffrey Rengifo
Apache Lucene 2025 wrap-up
Elasticsearch Labs

Apache Lucene 2025 wrap-up

2025 was a stellar year for Apache Lucene; here are our highlights.

Benjamin Trent
Using Discord and Elastic Agent Builder A2A to build a gaming community support bot
Elasticsearch Labs

Using Discord and Elastic Agent Builder A2A to build a gaming community support bot

Learn how to connect Discord to Elastic Agent Builder's Agent-to-Agent (A2A) server to create a gaming community support bot.

Tomás Murúa
All about those chunks, ’bout those chunks, and snippets!
Elasticsearch Labs

All about those chunks, ’bout those chunks, and snippets!

Exploring chunking and snippet extraction for LLMs, highlighting enhancements for identifying the most relevant chunks and snippets to send to models such as rerankers and LLMs.

Kathleen DeRusso
Improve search performance with `best_compression`
Elasticsearch Labs

Improve search performance with `best_compression`

While `best_compression` is typically seen as a storage-saving feature for Elastic Observability and Elastic Security use cases, this blog demonstrates its effectiveness as a performance-tuning lever for search.

Sherry Ger
Agent Builder, beyond the chatbox: Introducing Augmented Infrastructure
Elasticsearch Labs

Agent Builder, beyond the chatbox: Introducing Augmented Infrastructure

Learn about Elastic Agent Builder with Augmented Infrastructure, an AI agent that enables augmented operations, augmented development, and augmented synthetics.

Alexander Wert
Agent Builder now GA: Ship context-driven agents in minutes
Elasticsearch Labs

Agent Builder now GA: Ship context-driven agents in minutes

Agent Builder is now GA. Learn how it allows you to quickly develop context-driven AI agents.

Anish Mathur
Building voice agents with Elastic Agent Builder
Elasticsearch Labs

Building voice agents with Elastic Agent Builder

Exploring how voice agents work and how to build one using Elastic Agent Builder and LiveKit.

Kenneth Kreindler
Monitoring LLM inference and Agent Builder with OpenRouter
Elasticsearch Labs

Monitoring LLM inference and Agent Builder with OpenRouter

Learn how to monitor LLM usage, costs, and performance across Agent Builder and inference pipelines using OpenRouter's OpenTelemetry broadcast and Elastic APM.

Tomás Murúa
Context engineering vs. prompt engineering
Elasticsearch Labs

Context engineering vs. prompt engineering

Learn how context engineering and prompt engineering differ and why mastering both is essential for building production AI agents and RAG systems.

Tomás Murúa
Faster ES|QL stats with Swiss-style hash tables
Elasticsearch Labs

Faster ES|QL stats with Swiss-style hash tables

How Swiss-inspired hashing and SIMD-friendly design deliver consistent, measurable speedups in Elasticsearch Query Language (ES|QL).

Chris Hegarty
Managing agentic memory with Elasticsearch
Elasticsearch Labs

Managing agentic memory with Elasticsearch

Creating more context-aware and efficient agents by managing memories using Elasticsearch.

Someshwaran Mohankumar