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tutorials/ai-core-azure/ai-core-azure.md

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<!-- description -->Set up azure bucket (Azure Blob Storage) with SAP AI Core.
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## Prerequisites
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- A BTP global account
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If you are an SAP Developer or SAP employee, please refer to the following links (for internal SAP stakeholders only) -
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[How to create a BTP Account (internal)](https://me.sap.com/notes/3493139)
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[SAP AI Core](https://help.sap.com/docs/sap-ai-core?locale=en-US)
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If you are an external developer or a customer or a partner kindly refer to this [tutorial](https://developers.sap.com/tutorials/btp-cockpit-entitlements.html)
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- An existing Azure account with Admin access to create and use Azure Data store.
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- TODO establish the setup prerequisites for SAP AI Core
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![image](img/azure-dashboard.png)

tutorials/ai-core-code/ai-core-code.md

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<!-- description --> Build portable AI code with Docker and use it with SAP AI Core.
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## Prerequisites
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- A BTP global account
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If you are an SAP Developer or SAP employee, please refer to the following links (for internal SAP stakeholders only) -
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[How to create a BTP Account (internal)](https://me.sap.com/notes/3493139)
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[SAP AI Core](https://help.sap.com/docs/sap-ai-core?locale=en-US)
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If you are an external developer or a customer or a partner kindly refer to this [tutorial](https://developers.sap.com/tutorials/btp-cockpit-entitlements.html)
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- You have created your first workflow with SAP AI Core, using [this tutorial](https://developers.sap.com/tutorials/ai-core-helloworld.html/#)
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## You will learn

tutorials/ai-core-consumption-LLM/ai-core-consumption-LLM.md

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- How to infrence foundational models on AI core
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## Prerequisites
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Ai core setup and basic knowledge: [Link to documentation](https://developers.sap.com/tutorials/ai-core-setup.html)
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Ai core Instance with Standard Plan or Extended Plan
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- A BTP global account
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If you are an SAP Developer or SAP employee, please refer to the following links (for internal SAP stakeholders only) -
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[How to create a BTP Account (internal)](https://me.sap.com/notes/3493139)
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[SAP AI Core](https://help.sap.com/docs/sap-ai-core?locale=en-US)
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If you are an external developer or a customer or a partner kindly refer to this [tutorial](https://developers.sap.com/tutorials/btp-cockpit-entitlements.html)
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- Ai core setup and basic knowledge: [Link to documentation](https://developers.sap.com/tutorials/ai-core-setup.html)
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- Ai core Instance with Standard Plan or Extended Plan
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### OpenAI GPT 3.5 / 35-16k / 4 / 4-32k

tutorials/ai-core-data/ai-core-data.md

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## Prerequisites
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- A BTP global account
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If you are an SAP Developer or SAP employee, please refer to the following links (for internal SAP stakeholders only) -
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[How to create a BTP Account (internal)](https://me.sap.com/notes/3493139)
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[SAP AI Core](https://help.sap.com/docs/sap-ai-core?locale=en-US)
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If you are an external developer or a customer or a partner kindly refer to this [tutorial](https://developers.sap.com/tutorials/btp-cockpit-entitlements.html)
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- You have knowledge on connecting code to AI workflows of SAP AI Core.
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- You have created your first pipeline with SAP AI Core, using [this tutorial](https://developers.sap.com/tutorials/ai-core-code.html/#).
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tutorials/ai-core-deploy/ai-core-deploy.md

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<!-- description --> Deploy AI models and set up serving pipelines to scale prediction server.
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## Prerequisites
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- You have connected code to the AI workflows of SAP AI Core using [this tutorial](ai-core-code).
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- You have trained a model using SAP AI Core, such as the house price predictor model in [this tutorial](ai-core-data), or your own model trained in your local system. If you trained your own local model, follow [this tutorial](ai-core-tensorflow-byod) to use it with SAP AI Core.
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- You know how to locate artifacts. This is explained in [this tutorial](ai-core-data).
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- A BTP global account
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If you are an SAP Developer or SAP employee, please refer to the following links (for internal SAP stakeholders only) -
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[How to create a BTP Account (internal)](https://me.sap.com/notes/3493139)
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[SAP AI Core](https://help.sap.com/docs/sap-ai-core?locale=en-US)
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If you are an external developer or a customer or a partner kindly refer to this [tutorial](https://developers.sap.com/tutorials/btp-cockpit-entitlements.html)
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- You have connected code to the AI workflows of SAP AI Core using [this tutorial](ai-core-code).
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- You have trained a model using SAP AI Core, such as the house price predictor model in [this tutorial](ai-core-data), or your own model trained in your local system. If you trained your own local model, follow [this tutorial](ai-core-tensorflow-byod) to use it with SAP AI Core.
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- You know how to locate artifacts. This is explained in [this tutorial](ai-core-data).
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## You will learn
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- How to create deployment server an for AI model

tutorials/ai-core-genai-hana-vector/ai-core-genai-hana-vector.md

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<!-- description --> Using HANA vector store to store vector embeddings and using them in Retrieval Augmented Generation.
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## Prerequisites
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- A BTP global account
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If you are an SAP Developer or SAP employee, please refer to the following links (for internal SAP stakeholders only) -
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[How to create a BTP Account (internal)](https://me.sap.com/notes/3493139)
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[SAP AI Core](https://help.sap.com/docs/sap-ai-core?locale=en-US)
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If you are an external developer or a customer or a partner kindly refer to this [tutorial](https://developers.sap.com/tutorials/btp-cockpit-entitlements.html)
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- Access to SAP AI core with sap extended plan.
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- Have python3 installed in your system.
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- Have generative-ai-hub-sdk installed in your system.

tutorials/ai-core-generative-ai/ai-core-generative-ai.md

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<!-- description --> Understand the principles of prompt engineering and learn to create effective prompts for AI models like ChatGPT. Prompt engineering is crucial for obtaining desired outputs from AI models. It helps in guiding the model's response in a particular direction.
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## Prerequisites
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- A BTP global account
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If you are an SAP Developer or SAP employee, please refer to the following links (for internal SAP stakeholders only) -
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[How to create a BTP Account (internal)](https://me.sap.com/notes/3493139)
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[SAP AI Core](https://help.sap.com/docs/sap-ai-core?locale=en-US)
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If you are an external developer or a customer or a partner kindly refer to this [tutorial](https://developers.sap.com/tutorials/btp-cockpit-entitlements.html)
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- You have an SAP AI Core service instance and service key.
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- You're using the Extended service plan.
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- You have completed the client authorization for your preferred user interface.

tutorials/ai-core-gpt4o-consumption/ai-core-gpt4o-consumption.md

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- How to inference GPT4o with multimodal inputs on AI core
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## Prerequisites
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Ai core setup and basic knowledge: [Link to documentation](https://developers.sap.com/tutorials/ai-core-setup.html)
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Ai core Instance with Standard Plan or Extended Plan
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- A BTP global account
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If you are an SAP Developer or SAP employee, please refer to the following links (for internal SAP stakeholders only) -
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[How to create a BTP Account (internal)](https://me.sap.com/notes/3493139)
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[SAP AI Core](https://help.sap.com/docs/sap-ai-core?locale=en-US)
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If you are an external developer or a customer or a partner kindly refer to this [tutorial](https://developers.sap.com/tutorials/btp-cockpit-entitlements.html)
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-Ai core setup and basic knowledge: [Link to documentation](https://developers.sap.com/tutorials/ai-core-setup.html)
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-Ai core Instance with Standard Plan or Extended Plan
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Multimodality refers to the ability of a model to process and interpret different types of inputs, such as text, images, audio, or video. In the context of GPT-4o on SAP AI Core, multimodal input allows the model to understand and generate responses that incorporate both text and visual data. This enhances the model's ability to perform complex tasks, such as scene detection, object recognition, and image analysis, by combining the strengths of both language processing and image recognition.
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In this tutorial, we'll demonstrate these capabilities with the help of GPT-4o, with a sample input and output, which can be replicated in future for various use cases.

tutorials/ai-core-helloworld/ai-core-helloworld.md

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- How to run workflows in SAP AI Core
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## Prerequisites
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- A BTP global account
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If you are an SAP Developer or SAP employee, please refer to the following links (for internal SAP stakeholders only) -
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[How to create a BTP Account (internal)](https://me.sap.com/notes/3493139)
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[SAP AI Core](https://help.sap.com/docs/sap-ai-core?locale=en-US)
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If you are an external developer or a customer or a partner kindly refer to this [tutorial](https://developers.sap.com/tutorials/btp-cockpit-entitlements.html)
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- Have Postman, Python (AI Libraries) or SAP AI Launchpad set up. You can set any of these up using [this tutorial](https://developers.sap.com/tutorials/ai-core-setup.html/#)
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## Intro

tutorials/ai-core-launchpad-provisioning/ai-core-launchpad-provisioning.md

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<!-- description --> Use Boosters to set up Free Tier for SAP AI Core and SAP AI Launchpad.
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## Prerequisites
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- A BTP global account
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If you are an SAP Developer or SAP employee, please refer to the following links (for internal SAP stakeholders only) -
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[How to create a BTP Account (internal)](https://me.sap.com/notes/3493139)
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[SAP AI Core](https://help.sap.com/docs/sap-ai-core?locale=en-US)
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If you are an external developer or a customer or a partner kindly refer to this [tutorial](https://developers.sap.com/tutorials/btp-cockpit-entitlements.html)
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- A BTP global account
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## You will learn
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- How to access your SAP BTP global account

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