Elastic Announces General Availability of LLM Observability for Google Cloud’s Vertex AI
Elastic (NYSE: ESTC) has announced the general availability of LLM Observability integration with Google Cloud's Vertex AI platform in Elastic Observability. This new integration enables Site Reliability Engineers (SREs) to monitor and optimize AI deployments using Vertex AI models.
The integration provides comprehensive insights into various aspects of LLM performance, including:
- Cost tracking
- Token usage monitoring
- Error detection
- Prompt and response analysis
- Performance metrics
According to Santosh Krishnan, general manager of Observability and Security at Elastic, this integration delivers real-time anomaly detection and critical insights for performance optimization, helping teams identify bottlenecks and improve reliability in AI-powered applications.
Elastic (NYSE: ESTC) ha annunciato la disponibilità generale dell'integrazione LLM Observability con la piattaforma Vertex AI di Google Cloud in Elastic Observability. Questa nuova integrazione consente agli Ingegneri di Affidabilità del Sito (SRE) di monitorare e ottimizzare i deployment di intelligenza artificiale utilizzando i modelli di Vertex AI.
L'integrazione fornisce approfondimenti completi su vari aspetti delle prestazioni degli LLM, tra cui:
- Monitoraggio dei costi
- Monitoraggio dell'uso dei token
- Rilevamento degli errori
- Analisi dei prompt e delle risposte
- Metrica delle prestazioni
Secondo Santosh Krishnan, direttore generale di Observability e Sicurezza in Elastic, questa integrazione offre rilevamento delle anomalie in tempo reale e approfondimenti critici per l'ottimizzazione delle prestazioni, aiutando i team a identificare colli di bottiglia e migliorare l'affidabilità nelle applicazioni alimentate dall'IA.
Elastic (NYSE: ESTC) ha anunciado la disponibilidad general de la integración LLM Observability con la plataforma Vertex AI de Google Cloud en Elastic Observability. Esta nueva integración permite a los Ingenieros de Fiabilidad del Sitio (SRE) monitorear y optimizar los despliegues de IA utilizando modelos de Vertex AI.
La integración proporciona información completa sobre varios aspectos del rendimiento de LLM, incluyendo:
- Seguimiento de costos
- Monitoreo del uso de tokens
- Detección de errores
- Análisis de prompts y respuestas
- Métricas de rendimiento
Según Santosh Krishnan, gerente general de Observabilidad y Seguridad en Elastic, esta integración ofrece detección de anomalías en tiempo real y conocimientos críticos para la optimización del rendimiento, ayudando a los equipos a identificar cuellos de botella y mejorar la fiabilidad en aplicaciones impulsadas por IA.
Elastic (NYSE: ESTC)는 Elastic Observability에서 Google Cloud의 Vertex AI 플랫폼과의 LLM Observability 통합의 일반 가용성을 발표했습니다. 이 새로운 통합은 사이트 안정성 엔지니어(SRE)가 Vertex AI 모델을 사용하여 AI 배포를 모니터링하고 최적화할 수 있도록 합니다.
이 통합은 LLM 성능의 다양한 측면에 대한 포괄적인 통찰력을 제공합니다. 포함된 항목은 다음과 같습니다:
- 비용 추적
- 토큰 사용 모니터링
- 오류 탐지
- 프롬프트 및 응답 분석
- 성능 메트릭
Elastic의 Observability 및 Security의 총괄 관리자 Santosh Krishnan에 따르면, 이 통합은 실시간 이상 탐지와 성능 최적화를 위한 중요한 통찰력을 제공하여 팀이 병목 현상을 식별하고 AI 기반 애플리케이션의 신뢰성을 향상시키는 데 도움을 줍니다.
Elastic (NYSE: ESTC) a annoncé la disponibilité générale de l'intégration LLM Observability avec la plateforme Vertex AI de Google Cloud dans Elastic Observability. Cette nouvelle intégration permet aux Ingénieurs de Fiabilité de Site (SRE) de surveiller et d'optimiser les déploiements d'IA en utilisant des modèles Vertex AI.
L'intégration fournit des informations complètes sur divers aspects de la performance des LLM, y compris :
- Suivi des coûts
- Surveillance de l'utilisation des tokens
- Détection des erreurs
- Analyse des prompts et des réponses
- Métriques de performance
Selon Santosh Krishnan, directeur général de l'Observabilité et de la Sécurité chez Elastic, cette intégration offre une détection des anomalies en temps réel et des informations critiques pour l'optimisation des performances, aidant les équipes à identifier les goulets d'étranglement et à améliorer la fiabilité des applications alimentées par l'IA.
Elastic (NYSE: ESTC) hat die allgemeine Verfügbarkeit der LLM Observability-Integration mit der Vertex AI-Plattform von Google Cloud in Elastic Observability bekannt gegeben. Diese neue Integration ermöglicht es Site Reliability Engineers (SRE), KI-Deployments mithilfe von Vertex AI-Modellen zu überwachen und zu optimieren.
Die Integration bietet umfassende Einblicke in verschiedene Aspekte der LLM-Leistung, einschließlich:
- Kostenverfolgung
- Überwachung der Token-Nutzung
- Fehlererkennung
- Analyse von Aufforderungen und Antworten
- Leistungskennzahlen
Laut Santosh Krishnan, dem General Manager für Observability und Sicherheit bei Elastic, bietet diese Integration eine Echtzeit-Anomalieerkennung und wichtige Einblicke zur Leistungsoptimierung, die den Teams helfen, Engpässe zu identifizieren und die Zuverlässigkeit von KI-gestützten Anwendungen zu verbessern.
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SREs can now monitor, analyze and optimize the performance of AI deployments using models from Vertex AI
“Comprehensive visibility into LLM performance is crucial for SREs and DevOps teams to ensure that their AI-powered applications are optimized,” said Santosh Krishnan, general manager of Observability and Security at Elastic. “Google Cloud’s Vertex AI platform integration provides users robust LLM observability and detection of performance anomalies in real-time, giving them critical insights into model performance that help with bottleneck identification and reliability improvements.”
Availability
Support for the Elastic Google Cloud’s Vertex AI platform integration is available today.
Additional Resources
- Blog: LLM Observability for Google Cloud Vertex AI - understand performance, cost and reliability
- Documentation: Google Cloud Platform Vertex AI
About Elastic
Elastic (NYSE: ESTC), the Search AI Company, enables everyone to find the answers they need in real-time using all their data, at scale. Elastic’s solutions for search, observability, and security are built on the Elastic Search AI Platform, the development platform used by thousands of companies, including more than
Elastic and associated marks are trademarks or registered trademarks of Elasticsearch B.V. and its subsidiaries. All other company and product names may be trademarks of their respective owners.
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Media Contact
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Source: Elastic N.V.
FAQ
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