Tech news from the best sources
В первой части материала мы разобрали, что необходимо контролировать в корпоративном хранилище данных - от инфраструктуры и ETL/ELT-процессов до Dat…
Implementing a RAG pipeline with docling-pipelines and OpenSearch Introduction In enterprise Retrieval-Augmented Generation (RAG) applications, movi…
A dashboard panel went blank in production. No error in the logs, no failed request, no alert. The panel just showed "no data", and the query had be…
Обычный MCP-инструмент возвращает агенту текст или структурированные данные. Агент анализирует результат и пишет тебе что-то вроде: Глубже
In a recent demo, our team migrated one terabyte of production data from Elasticsearch 7.10 running on Amazon OpenSearch Service to OpenSearch 3.x r…
Imagine handing an LLM the full text of Anna Karenina and asking what Levin thinks about farming. The model has the information somewhere in its win…
Databases are optimized for durable storage: transactions, constraints, consistency, recovery. Amazon OpenSearch Service is optimized for a differen…
Every MCP-compatible agent in the world needs the same three things from a search backend: discover what data is available, run queries against it,…
I was on a call last month with a startup CTO who had just gotten their AWS bill. They had built a beautiful RAG application: semantic search, conve…
I watched a customer demo their new RAG application last month. They had spent three months building it. The interface was beautiful. The LLM respon…
Almost every search application is multi-tenant, whether or not anyone called it that. A store has product categories. A SaaS product has customers.…
You type a query into a box. Three milliseconds later the thing you wanted is sitting at the top of the results, and it feels like the machine read…
AWS announced the amazon-opensearch-service skill for the Agent Toolkit for AWS on July 15, 2026. The marketing says it lets AI coding agents "build…
This week's tooling moves cluster around a common theme: eliminating the overhead tax on developer workflows. AWS cut idle costs for search, uv fold…
Компании со временем накапливают тысячи страниц документации, и найти нужную информацию становится всё сложнее. Обычный поиск перестаёт справляться,…
Мы построили собственную систему мониторинга сетевой безопасности для интернет-провайдера. Она в реальном времени анализирует трафик, помогает видет…
If you're running Quarkus with JSON logging and shipping to OpenSearch, there's a non-obvious bug waiting for you: every numeric field you put in MD…
If you inherited an OpenSearch deployment and you're now being asked to run agents on it, Q1 2026 has been unusually good news. OpenSearch 3.5 (Febr…