Pipeline Tutorial Ubiops Technical Documentation

Pipeline Tutorial Ubiops Technical Documentation In this section, we will show how to simply chain deployments together, the most basic functionality, but also most important functionality of ubiops pipelines. in order to showcase this, we will create a simple pipeline that takes an input and does a mathematical operation on it. The ubiops tutorials page is here to provide (new) users with inspiration on how to work with ubiops. use it to find inspiration or to discover new ways of working with the ubiops platform.

Pipeline Tutorial Ubiops Technical Documentation A starter's guide to ubiops pipelines, the workflow management solution for building modular ai and ml applications. By providing an intuitive drag and drop interface, clear visualisations for independent scaling and dependencies, and seamless api endpoint integration, we empowered technical users to build, reuse, and iterate on pipelines with unprecedented ease. On the 24th of november, we introduced pipeline operators in ubiops. pipeline operators are a library of pipeline objects that you can use to quickly create pipelines for more complex use. Ubiops takes care of containerization of user code, deploying it as a microservice with its own api endpoint, as well as request handling and automatic scaling. there are also advanced features for creating data pipelines, version management, job scheduling, monitoring, security and governance.

Pipeline Tutorial Ubiops Technical Documentation On the 24th of november, we introduced pipeline operators in ubiops. pipeline operators are a library of pipeline objects that you can use to quickly create pipelines for more complex use. Ubiops takes care of containerization of user code, deploying it as a microservice with its own api endpoint, as well as request handling and automatic scaling. there are also advanced features for creating data pipelines, version management, job scheduling, monitoring, security and governance. If you need help building your first pipeline into ubiops, see our pipeline starter tutorial. you can assign labels to your pipelines for easier filtering later. The pipeline starter tutorial shows how to define and run a dataflow in ubiops consisting of several deployments. the training starter tutorial shows you how to train a model on a dataset in ubiops. The ubiops tutorials page is here to provide (new) users with inspiration on how to work with ubiops. use it to find inspiration or to discover new ways of working with the ubiops platform. This notebook shows you how you can implement a pdf ingestion rag pipeline for your llm using the pipeline functionality of ubiops, dspy, langchain, pypdf and chroma.