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31 docs tagged with "Generative AI"

Generative AI is a type of AI that is capable of generating new data, such as images, videos, and text, based on the data it has been trained on.

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A2A and MCP for Interoperability

Agentic AI & AI Agents > A2A and MCP for Interoperability

Learn how the Agent2Agent (A2A) and Model Context Protocol (MCP) enable a decoupled, interoperable and scalable AI agent ecosystem on SAP BTP.

Agentic AI & AI Agents

Agentic AI & AI Agents

Build, integrate and orchestrate AI agents on SAP BTP. This reference architecture covers low-code agents with Joule Studio, pro-code agents with SAP Cloud SDK for AI, bidirectional integration with Joule and Agent2Agent (A2A) interoperability.

Agents for Structured Data

Generative AI on SAP BTP > Agents for Structured Data

Transform structured data analysis with AI-powered applications, enabling real-time insights and operational efficiency.

Agents for Structured Data

Agentic AI & AI Agents > Agents for Structured Data

Transform structured data analysis with AI-powered applications, enabling real-time insights and operational efficiency.

AI Agents & Agent Builder

Generative AI on SAP BTP > AI Agents & Agent Builder

Develop AI agents using SAP Project Agent Builder (PAB) for enterprise automation with low-code or pro-based strategies and multi-step reasoning capabilities.

Basic Prompting

Generative AI on SAP BTP > Basic Prompting

Integrate Generative AI with SAP BTP using custom prompts for intelligent interactions and tailored AI responses.

Build AI Agents on SAP BTP

SAP's AI Golden Path > Build and Deliver > Build AI Agents

Build, integrate and orchestrate AI agents on SAP BTP using Joule Studio, SAP Cloud SDK for AI, A2A and MCP protocols.

Classic ML Scenarios

SAP's AI Golden Path > Build and Deliver > Classic ML Scenarios

Build, deploy and run machine learning use cases on SAP BTP using RPT-1, HANA Cloud PAL/APL and SAP AI Core.

Document AI

SAP's AI Golden Path > Build and Deliver > Document AI

Build, deploy and run document processing solutions using SAP Document AI on SAP BTP.

Embeddings & Semantic Search

Generative AI on SAP BTP > Embeddings & Semantic Search

Improve search relevance with semantic embeddings stored in vector databases, enabling efficient similarity searches.

Embodied AI Agents

Embodied AI Agents

Embodied AI agents extend digital workflows into the physical world, enabling cognitive robots to adapt to changing business needs. SAP's vendor-agnostic approach leverages business semantics, contextual reasoning, and multi-agent interoperability, with Joule as the robotics interface.

Embodied AI Agents

Agentic AI & AI Agents > Embodied AI Agents

Embodied AI agents extend digital workflows into the physical world, enabling cognitive robots to adapt to changing business needs. SAP's vendor-agnostic approach leverages business semantics, contextual reasoning and multi-agent interoperability, with Joule as the robotics interface.

Extend Joule with Joule Studio

Integrating and Extending Joule > Extend Joule with Joule Studio

Utilize AI capabilities with Joule Studio in SAP Build. Create custom Joule Skills and AI Agents for seamless integration across SAP and non-SAP systems, driving automation and innovation.

GenAI Applications

SAP's AI Golden Path > Build and Deliver > GenAI Applications

Build, deploy and run LLM and GenAI applications on SAP BTP using SAP AI Core, Generative AI Hub and CAP.

Generative AI on SAP BTP

Generative AI on SAP BTP

Integrate Generative AI with SAP BTP using SAP HANA Cloud's Vector Engine for similarity search and advanced AI patterns.

Identity and Access Management for SAP Joule

Integrating and Extending Joule > Joule and IAM

This reference architecture describes the IAM related flows for SAP Joule with SAP Build Work Zone and via the SAP Cloud Identity Services.

Integrating AI Agents with Joule

Agentic AI & AI Agents > Integrating AI Agents with Joule

Learn the architectural patterns for integrating both low-code and pro-code AI agents with Joule, SAP's AI copilot, for a unified user experience.

Integrating and Extending Joule

Integrating and Extending Joule

Explore key topics for implementing and extending Joule, from enterprise integration with systems like SAP S/4HANA and SAP SuccessFactors to building custom skills and agents with Joule Studio and SAP BTP

Integrating Joule Agents into Your Ecosystem

Agentic AI & AI Agents > Integrating Joule Agents into Your Ecosystem

Learn how to expose Joule agents for consumption by third-party applications and external systems using the Agent Gateway with the A2A protocol.

Joule Skills

SAP's AI Golden Path > Build and Deliver > Joule Skills

Build, deploy and run custom Joule Skills using Joule Studio on SAP BTP for extending SAP Joule capabilities.

Low-Code AI Agents with Joule Studio

Agentic AI & AI Agents > Low-Code AI Agents with Joule Studio

Learn how to rapidly develop and deploy AI agents using the low-code capabilities of Joule Studio in SAP Build.

Partner Models

Generative AI on SAP BTP > Partner Models

The reference architecture illustrates how to benefit from partner models like IBM Granite foundation model for the increasing demand of generative AI features in business scenarios with emphasis on data security, IP Protection and enterprise-grade governance and compliance.

Predictive & Tabular AI

SAP's AI Golden Path > Build and Deliver > Predictive & Tabular AI

Build, deploy and run tabular prediction use cases with SAP-RPT-1, SAP's foundation model for relational business data.

Pro-Code AI Agents on SAP BTP

Agentic AI & AI Agents > Pro-Code AI Agents on SAP BTP

Learn how to build custom, pro-code AI agents on SAP BTP using SAP Cloud SDK for AI with popular frameworks like LangGraph, AutoGen and CrewAI for maximum flexibility and control over complex business logic.

Retrieval Augmented Generation (RAG)

Generative AI on SAP BTP > Retrieval Augmented Generation (RAG)

Improve LLM accuracy with Retrieval Augmented Generation (RAG) by integrating external data for enhanced precision and reduced hallucinations.

SAP Business Data Cloud powered by SAP AI Core

Transforming Enterprise Data Strategy with SAP Business Data Cloud > SAP Business Data Cloud powered by SAP AI Core

Architectural patterns for integrating SAP Business Data Cloud with SAP AI Core and Generative AI Hub. Covers AI-Enhanced Data Products, model training in Databricks and serving in AI Core, batch and real-time consumption patterns, and predictive insights.

SAP Joule Landscape Recommendation

Integrating and Extending Joule > Joule Landscape Recommendation

Recommended SAP BTP Subaccount model setup for unified Joule experience within a 3-staged landscape

Technology Decision Tree for AI

SAP's AI Golden Path > Technology Decision Tree

A structured decision framework for selecting the right AI approach on SAP BTP, covering relational foundation models, classic ML, LLMs and AI agents.

Vibe Coding with Cline and SAP AI Core

Generative AI on SAP BTP > Vibe Coding with Cline and SAP AI Core

Learn how to set up and use Cline, an autonomous coding agent, with SAP AI Core to accelerate your development workflows.