Azure OpenAI Articles

Observing Langchain applications with Elastic, OpenTelemetry, and Langtrace
OpenTelemetryAPMPythonInstrumentationAzure OpenAI

Observing Langchain applications with Elastic, OpenTelemetry, and Langtrace

Langchain applications are growing in use. The ability to build out RAG-based applications, simple AI Assistants, and more is becoming the norm. Observing these applications is even harder. Given the various options that are out there, this blog shows how to use OpenTelemetry instrumentation with Langtrace and ingest it into Elastic Observability APM

Bahubali Shetti

Karthik Kalyanaraman

Yemi Adejumobi

LLM Observability with Elastic, OpenLIT and OpenTelemetry
OpenTelemetryAPMPythonInstrumentationAzure OpenAI

LLM Observability with Elastic, OpenLIT and OpenTelemetry

Langchain applications are growing in use. The ability to build out RAG-based applications, simple AI Assistants, and more is becoming the norm. Observing these applications is even harder. Given the various options that are out there, this blog shows how to use OpenTelemetry instrumentation with the OpenLIT instrumentation library to ingest traces into Elastic Observability APM.

Bahubali Shetti

Aman Agarwal

Tracing LangChain apps with Elastic, OpenLLMetry, and OpenTelemetry
OpenTelemetryAPMPythonInstrumentationAzure OpenAI

Tracing LangChain apps with Elastic, OpenLLMetry, and OpenTelemetry

LangChain applications are growing in use. The ability to build out RAG-based applications, simple AI Assistants, and more is becoming the norm. Observing these applications is even harder. Given the various options that are out there, this blog shows how to use OpenTelemetry instrumentation with OpenLLMetry and ingest it into Elastic Observability APM

Bahubali Shetti

LLM Observability: Azure OpenAI
Azure OpenAIAzureGenAI

LLM Observability: Azure OpenAI

We are excited to announce the general availability of the Azure OpenAI Integration that provides comprehensive Observability into the performance and usage of the Azure OpenAI Service!

Vinay Chandrasekhar

Andres Rodriguez

Getting started with the Elastic AI Assistant for Observability and Microsoft Azure OpenAI
AI AssistantGenAIAzure OpenAIAzure

Getting started with the Elastic AI Assistant for Observability and Microsoft Azure OpenAI

Follow this step-by-step process to get started with the Elastic AI Assistant for Observability and Microsoft Azure OpenAI.

Jonathan Simon