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Blogs — Search Labs
LangChain and Elasticsearch accelerate time to build AI retrieval agents
Generative AI

LangChain and elasticsearch accelerate time to build AI retrieval agents

elasticsearch and LangChain collaborate on a new retrieval agent template for LangGraph for agentic apps

Joe McElroy

Aditya Tripathi

Serena Chou

All Articles
Architecting the next-generation of Managed Intake Service
Elastic Cloud ServerlessIngestion

Architecting the next-generation of Managed Intake Service

APM Server has been the de facto service for ingesting data from Elastic APM agents and OTel agents. In this blog post, we will walk through our journey of redesigning the APM Server product to scale and evolve into a more generic ingest component for Elastic Observability while also improving the reliability and maintainability compared to the traditional APM Server.

Vishal Raj

Marc Lopez Rubio

Evaluating search relevance part 2 - Phi-3 as relevance judge
ML Research

Evaluating search relevance part 2 - Phi-3 as relevance judge

Using the Phi-3 language model as a relevance judge, with tips & techniques to improve the agreement with human-generated annotation

Thanos Papaoikonomou

Thomas Veasey

Elasticsearch open Inference API adds support for AlibabaCloud AI Search
IntegrationsVector DatabaseHow To

elasticsearch open Inference API adds support for AlibabaCloud AI Search

Discover how to use elasticsearch vector database with AlibabaCloud AI Search, which offers inference, reranking, and embedding capabilities.

Dave Kyle

Weizijun

Open Crawler now in beta
Ingestion

Open Crawler now in beta

The Open Crawler is now in beta. This latest version 0.2 update also comes with several new features.

Navarone Feekery

Understanding BSI IT Grundschutz: A recipe for GenAI powered search on your (private) PDF treasure
Vector DatabaseGenerative AI

Understanding BSI IT Grundschutz: A recipe for GenAI powered search on your (private) PDF treasure

An easy approach to create embeddings for and apply semantic GenAI powered search (RAG) to documents as part of the BSI IT Grundschutz using Elastic's new semantic_text field type and the Playground in Elastic.

Christine Komander

Elasticsearch open inference API adds native chunking support for Hugging Face
IntegrationsHow ToVector Database

elasticsearch open inference API adds native chunking support for Hugging Face

elasticsearch open inference API extends support for models from Hugging Face, and brings native chunking to Hugging Face users

Max Hniebergall

Unlocking multilingual insights: translating datasets with Python, LangChain, and Vector Database
How ToGenerative AIVector Database

Unlocking multilingual insights: translating datasets with Python, LangChain, and Vector Database

Learn how to translate a dataset from one language to another and use Elastic's vector database capabilities to gain more insights.

Jessica Garson

How to ingest data to Elasticsearch through Apache Camel
How To

How to ingest data to elasticsearch through Apache Camel

Learn how to ingest data into elasticsearch through Apache Camel with a practical example.

Andre Luiz

Data safety in a stateless world
Elastic Cloud Serverless

Data safety in a stateless world

We discuss the data durability guarantees in stateless including how we fence new writes and deletes with a safety check which prevents stale nodes from acknowledging new writes or deletes

Henning Andersen