ai-core-samples
SAP-authored tutorial notebooks and workflow templates that walk through a first machine learning project on SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp, from its object store and Docker images to workflow templates.
Getting a first model running on SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp means learning its object store, DockerDockerA container engine that packages software with the tools it needs and runs it isolated from the host. Things here that ship as an image need it installed, so the reader installs the engine rather than each of the command line tools inside the container. image and workflow template conventions before writing any model code, and this repository walks through that in sections of its own: getting started, AI Core itself, content packages, the AI Bus, AI LaunchpadSAP AI LaunchpadThe SaaS front end over SAP AI Core on BTP: a Model Library, Grounding Management for document pipelines, Workspaces that connect AI runtimes, and ML Operations for the lifecycle of a scenario.sap official, btp and a Cloud ConnectorCloud ConnectorSAP's on-premises agent that links SAP BTP applications to systems in a customer's own network, as a reverse invoke proxy that exposes only the systems and resources it is configured to allow.sap official, btp demo, each with its own notebook and template. It assumes an AI Core instance, the free tier included, an object store such as AWS with a directory structure already created, and access to DockerHub or Docker for building its images. The README states the notebooks are for enablement, not for production use.
Facts
Where it sits
Who is behind it
In the atlas: maintains 222@SAP-samplesmaintainerAjinkya PatilContributes to this
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In the atlas: contributes to 1@ceylinozdemirAnurag BatraContributes to this
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What it declares
Every artifact
- Type
- Sample
- Origin
- By SAP
- Use as
- A reference
As a sample
- Form
- A tutorial's companion code
Connections
Training, deploying and calling predictive models on tabular data
A container engine that packages software with the tools it needs and runs it isolated from the host. Things here that ship as an image need it installed, so the reader installs the engine rather than each of the command line tools inside the container.
AI runtime on BTP with the Generative AI Hub
Download
README
quoted from SAP-samples/ai-core-samples under Apache-2.0, readai-core-samples
This repository contains sample notebooks and workflow templates that can enable the user to have a quick hands-on with SAP AI Core
DISCLAIMER: The tutorials and notebooks contain sample codes and are only for enablement and not for Production usage.
The sample notebooks and the workflow templates demonstrate as to how to productise a simple Business ML use case to SAP AI Core. The whole idea is to have a Plug and Play approach, however there are certain Prerequisites to be met before you start using the notebooks and workflow templates
Prerequisites:
- Please go through the tutorials as mentioned in the link below https://developers.sap.com/group.ai-core-get-started-basics.html
- Please provision a SAP AI Core instance before you start using the templates. You should also be able to use the SAP AI Core free-tier too to work with the sample notebooks
- Please make sure that you a Github account with read and write access
- Please make sure that you have access to an Object Store like AWS and a place holder or directory structure created.
- Please make sure you have access to DockerHub or Docker for creating Docker images
Content structure
The sample notebooks and the worklow templates or yaml files are placed in the Tutorial Folder. The Tutorial folder has 2 main Folders. 1.Create Your First Machine Learning Project using SAP AI core This Tutorial has already been created by us in developers.sap.com (https://developers.sap.com/group.ai-core-get-started-basics.html) The tutorial has been divided into 6 parts.Each part has a subfolder created.The notebook and the template for each of the parts are placed in the respective subfolders.
License
Copyright (c) 2022 SAP SE or an SAP affiliate company. All rights reserved. This project is licensed under the Apache Software License, version 2.0 except as noted otherwise in the LICENSE file.
License
Copyright (c) 2022 SAP SE or an SAP affiliate company. All rights reserved. This project is licensed under the Apache Software License, version 2.0 except as noted otherwise in the LICENSE file.
Details
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History in the atlas
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