MLOps Community
The MLOps Community is where machine learning practitioners come together to define and implement MLOps.
Our global community is the default hub for MLOps practitioners to meet other MLOps industry professionals, share their real-world experience and challenges, learn skills and best practices, and collaborate on projects and employment opportunities. We are the world's largest community dedicated to addressing the unique technical and operational challenges of production machine learning systems.
Events
3:00 PM - 8:00 PM, Nov 13 GMT
Agents in Production
5:00 PM - 6:00 PM, Oct 30 GMT
Productionalizing AI: Driving Innovation with Cost-Effective Strategies
4:00 PM - 5:00 PM, Sep 25 GMT
Boosting LLMs: Performance, Scaling, and Structured Outputs
Content
video
In this podcast episode, Luke Marsden explores practical approaches to building Generative AI applications using open-source models and modern tools. Through real-world examples, Luke breaks down the key components of GenAI development, from model selection to knowledge and API integrations, while highlighting the data privacy advantages of open-source solutions.
Nov 20th, 2024 | Views 14
video
In our journey from concept to production, we focused on delivering consistent behaviors to build user trust. This talk will cover the design and refinement of AI systems using agentic frameworks and deterministic components, emphasizing the integration of continuous learning and human oversight.
Nov 20th, 2024 | Views 15
video
The rapid development of Large Language Models (LLMs) has led to a surge in applications that facilitate collaboration among multiple agents, assisting humans in their daily tasks. However, a significant gap remains in assessing to what extent LLM-powered applications genuinely enhance user experience and task execution efficiency. This highlights the need to verify utility of LLM-powered applications, particularly by ensuring alignment between the application's functionality and end-user needs. We introduce AgentEval, a novel framework designed to simplify the utility verification process by automatically proposing a set of criteria tailored to the unique purpose of any given application. This allows for a comprehensive assessment, quantifying the utility of an application against the suggested criteria.
Nov 20th, 2024 | Views 699