--- title: From MLOps to LLMOps: The evolution of automation for... description: LLMOps is the evolution of MLOps specifically tailored for large language models. It addresses the challenges of building with these models and optimizes their... canonical: https://daily.dev/posts/from-mlops-to-llmops-the-evolution-of-automation-for-ai-powered-applications-a9m3flc4w twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: From MLOps to LLMOps: The evolution of automation for AI-powered applications | daily.dev og:description: LLMOps is the evolution of MLOps specifically tailored for large language models. It addresses the challenges of building with these models and optimizes their... og:url: https://daily.dev/posts/from-mlops-to-llmops-the-evolution-of-automation-for-ai-powered-applications-a9m3flc4w og:image: https://api.daily.dev/og/posts/a9M3flC4w.png og:image:alt: From MLOps to LLMOps: The evolution of automation for AI-powered applications og:image:width: 1200 og:image:height: 630 og:locale: 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: ## Community discussion Top comments from developers on daily.dev. **@mail\_liw** · 0 upvotes > DevOps > AIOps > MLOps > LLMOps > LangChainOps > RAGOps --- 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) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"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","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/from-mlops-to-llmops-the-evolution-of-automation-for-ai-powered-applications-a9m3flc4w"},"datePublished":"2024-03-25T23:20:22.206Z","dateModified":"2024-03-25T23:20:20.466Z","description":"LLMOps is the evolution of MLOps specifically tailored for large language models. 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