SAP AI Core Model Deployment and Inference
Tutorials that teach this
- Tutorial Prompt LLMs in the generative AI hub in SAP AI Core & Launchpad
- Tutorial Consume the SDK for Data Attribute Recommendation using the AI API from SAP AI Core
- Tutorial Build a House Price Predictor with SAP AI Core using VS Code Toolkit
- Tutorial Using Custom models on SAP AI Core VIA ollama
- Tutorial Strategic Prediction with SAP RPT-1: A Comprehensive Guide
- Tutorial Using small language models on SAP AI Core
- Tutorial Add Prior Labs TabPFN-3.5 Plus on SAP AI Core to your AI Agent
- Tutorial SAP TechEd Developer Garage: React to unstructured Customer Requests with Cloud Integration and AI Core
- Tutorial Using Multimodal inputs with GPT4o for Image Recognition on SAP AI Core
- Tutorial Multimodal Response Assistant Chatbot Using SAP AI Core
- Tutorial Implement a Simple Custom ABAP AI Scenario in Your SAP S/4HANA System
- Tutorial Make Predictions for House Prices with SAP AI Core
- Tutorial Batch Consumption
Docs explaining this concept
Code samples embodying this
Prerequisites
- Concept Predictive Modeling and Model Training
- Concept Docker Image Build and Publish
- Concept Generative AI Hub setup and onboarding
- Concept SAP BTP Service Instance and Service Key Creation
- Concept Python Flask API Development
- Concept SAP AI Core Service Setup
- Concept Machine Learning Model Training
- Concept Cloud Object Storage Credentials and Secrets Management
- Concept SAP AI Core ML Workflow Templates
- Concept BTP Service Entitlements Configuration
- Concept SAP Cloud SDK for AI (AI Core Client)
- Concept Docker Image Build and Registry Management
Concepts that build on this
- Concept LLM Batch Inference (Asynchronous)
- Concept Inference Observability in SAP AI Core
- Concept Foundation Model Inference Pipeline
- Concept Tabular AI Orchestration Layer
- Concept LLM Prompt Engineering and Management
- Concept Multimodal AI Chatbot Development
- Concept ISLM Intelligent Scenario Management
- Concept Deploying Ollama on SAP AI Core
- Concept GPU-Enabled TensorFlow Deployment
- Concept SAP AI Core Orchestration Service
- Concept Tabular Data Prediction with Pretrained Transformer Models
- Concept Orchestration Service for LLM Completions
- Concept Multimodal AI Inference with GPT-4o
- Concept Making Tabular Predictions with TabPFN
- Concept REST API Integration for AI Predictions
- Concept Vector Embeddings and Semantic Search
- Concept Generative AI Hub Prompting