Shypd.aiThe largest open index of AI toolsAqueduct is an MLOps framework that allows you to define and deploy machine learning and LLM workloads on any cloud infrastructure. It provides a Python-native API for seamless integration with existing cloud infrastructure.
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Aqueduct is an open-source MLOps framework designed to streamline the deployment and management of machine learning and LLM workloads across various cloud infrastructures. It offers a Python-native API, allowing users to define ML tasks in vanilla Python code and run them on platforms like Kubernetes, Spark, Airflow, or AWS Lambda. The tool provides centralized visibility into code, data, metrics, and metadata generated by each workflow run, ensuring confidence in pipeline performance and immediate alerts for issues. Aqueduct runs securely within your own cloud environment, maintaining data and code security. It is important to note that Aqueduct is no longer being maintained.
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Free
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