It is a set of extensions built on top of OpenTelemetry that gives you complete observability over your LLM application. Because it uses OpenTelemetry under the hood, it can be connected to your existing observability solutions - Datadog, Honeycomb, and others.
OpenLLMetry is a tool in the Text & Language Models category of a tech stack.
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What are some alternatives to OpenLLMetry?
It is a framework built around LLMs. It can be used for chatbots, generative question-answering, summarization, and much more. The core idea of the library is that we can “chain” together different components to create more advanced use cases around LLMs.
It is an open-source library designed to help developers build conversational streaming user interfaces in JavaScript and TypeScript. The SDK supports React/Next.js, Svelte/SvelteKit, and Vue/Nuxt as well as Node.js, Serverless, and the Edge Runtime.
Build, train, and deploy state of the art models powered by the reference open source in machine learning.
It allows you to run open-source large language models, such as Llama 2, locally.
Honeycomb, Datadog, Dynatrace, Grafana, OpenTelemetry and 4 more are some of the popular tools that integrate with OpenLLMetry. Here's a list of all 9 tools that integrate with OpenLLMetry.