Azure OpenAI Articles
Optimizing Spend and Content Moderation on Azure OpenAI with Elastic
We have added further capabilities to the Azure OpenAI GA package, which now offer content filter monitoring and enhancements to the billing insights!
End to end LLM observability with Elastic: seeing into the opaque world of generative AI applications
Elastic’s LLM Observability delivers end-to-end visibility into the performance, reliability, cost, and compliance of LLMs across Amazon Bedrock, Azure OpenAI, google Vertex AI, and OpenAI, empowering SREs to optimize and troubleshoot AI-powered applications.
Instrumenting your OpenAI-powered Python, Node.js, and Java Applications with EDOT
Elastic is proud to introduce OpenAI support in our Python, Node.js and Java EDOT SDKs. These add logs, metrics and tracing to applications that use OpenAI compatible services without any code change.
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
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.
LLM Observability with Elastic: Azure OpenAI Part 2
We have added further capabilities to the Azure OpenAI GA package, which now offer prompt and response monitoring, PTU deployment performance tracking, and billing insights!
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
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!
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.