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Ai by Freecodecamp
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Mkloip
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Lman
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#mlops #machinelearning #rag #ai #llm #cloudnative #kubernetes #aws #docker #terraform #finalyearproject #deeplearning #langchain #faiss #devops #infrastructureascode #buildinpublic | Sohaib Khalid (Senior DevOps Engineer)
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DevOps vs. MLOps vs. LLMOps:Many teams are trying to apply DevOps practices to LLM apps.But DevOps, MLOps, and LLMOps solve fundamentally different problems.DevOps is software-centric. You write code, test it, and deploy it. The feedback loop is straightforward: Does the code work or not?MLOps is model-centric. Here, you're dealing with data drift, model decay, and continuous retraining. The code might be fine, but the model's performance can degrade over time because the world changes.LLMOps is
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