---
title: "From MLOps to LLMOps: The evolution of automation for AI-powered applications"
url: https://daily.dev/posts/from-mlops-to-llmops-the-evolution-of-automation-for-ai-powered-applications-a9m3flc4w
source_url: https://circleci.com/blog/from-mlops-to-llmops/
type: article
source: "CircleCI"
published: 2024-03-25T23:20:22.206Z
updated: 2024-03-25T23:20:20.466Z
tags: ["nlp", "mlops", "llmops"]
reading_time: 6
upvotes: 1
comments: 1
language: en
---

> ## Documentation Index
> Fetch the complete documentation index at: https://daily.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# From MLOps to LLMOps: The evolution of automation for AI-powered applications

**[CircleCI](https://daily.dev/sources/circle)** · 6 min read · 1 upvotes · 1 comments

## Summary

LLMOps is the evolution of MLOps specifically tailored for large language models. It addresses the challenges of building with these models and optimizes their use in AI applications. LLMOps differs from MLOps in terms of scale and resource management, data diversity and complexity, and real-time language understanding. Some use cases for LLMOps include customer service chatbots, content generation tools, and complex data analysis applications.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://circleci.com/blog/from-mlops-to-llmops/>

## Community discussion

Top comments from developers on daily.dev.

**@mail\_liw** · 0 upvotes

> DevOps
> AIOps
> MLOps
> LLMOps
> LangChainOps
> RAGOps

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---

Tags: [#nlp](https://daily.dev/tags/nlp), [#mlops](https://daily.dev/tags/mlops), [#llmops](https://daily.dev/tags/llmops)

[View this post on daily.dev](https://daily.dev/posts/from-mlops-to-llmops-the-evolution-of-automation-for-ai-powered-applications-a9m3flc4w)