🚀 SAP RPT-1-OSS | AI-Powered Enterprise ML Suite

Three production-ready applications demonstrating SAP-RPT-1-OSS's In-Context Learning for SAP enterprise data

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📦 Applications

#	App	Description	Live Demo
1	Finance Dashboard	SAP financial statement analysis & profitability prediction	🤗 HuggingFace
2	Forecast Showdown	RPT-1 vs LLM comparison on numeric forecasting	🤗 HuggingFace
3	Predictive Integrity	Proactive SAP operations risk prediction (Jobs, Transports, Interfaces)	🤗 HuggingFace
4	SAP Local RPT-1 Workspace	SAP-RPT-1-OSS on Microsoft Foundry Hosted	☁️ Azure

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🏗️ Repository Structure

SAP-RPT-1-OSS-App/
│
├── 📁 apps/                          # Application packages
│   ├── 01-finance-dashboard/         # App 1: Financial Analysis
│   │   ├── app.py
│   │   ├── requirements.txt
│   │   ├── Dockerfile
│   │   └── README.md
│   │
│   ├── 02-forecast-showdown/         # App 2: RPT-1 vs LLM
│   │   ├── app.py
│   │   ├── api.py
│   │   ├── requirements.txt
│   │   ├── Dockerfile
│   │   └── README.md
│   │
│   └── 03-predictive-integrity/      # App 3: Operations Risk
│       ├── app.py
│       ├── utils/
│       ├── requirements.txt
│       ├── Dockerfile
│       └── README.md
│
├── 📁 deploy/                        # Deployment configurations
│   ├── azure/                        # Azure Container Apps
│   │   ├── Dockerfile
│   │   ├── deploy-azure.ps1
│   │   ├── supervisord.conf
│   │   └── README.md
│   │
│   └── huggingface/                  # HuggingFace Spaces
│       └── README.md
│
├── 📁 shared/                        # Shared utilities
│   ├── data/                         # Sample datasets
│   ├── models/                       # Model utilities
│   └── utils/                        # Common helpers
│
├── 📁 docs/                          # Documentation
│   ├── ARCHITECTURE.md
│   ├── API_REFERENCE.md
│   └── DEPLOYMENT_GUIDE.md
│
└── README.md                         # This file

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🎯 Technology Stack

Component	Technology
ML Model	RPT-1 - Foundation Model for Tabular Data
Frontend	Streamlit
Backend	FastAPI
Cloud	Azure Container Apps, HuggingFace Spaces
Container	Docker

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🚀 Quick Start

Prerequisites

# Python 3.10+
python --version

# Get TabPFN token from https://tabpfn.com
export TABPFN_ACCESS_TOKEN="your_token_here"

Run Locally

# Clone the repo
git clone https://github.com/amitlals/SAP-RPT-1-OSS-App-playground.git
cd SAP-RPT-1-OSS-App-playground

# Install dependencies
pip install -r requirements.txt

# Run any app
streamlit run apps/01-finance-dashboard/app.py
streamlit run apps/02-forecast-showdown/app.py
streamlit run apps/03-predictive-integrity/app.py

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🤗 Deploy to HuggingFace

1. Create a new Space at huggingface.co/new-space
2. Select Docker as SDK
3. Copy the contents of the desired app folder
4. Add secrets:
   • TABPFN_ACCESS_TOKEN - From tabpfn.com
   • SAP_RPT1_TOKEN (optional) - For SAP-RPT-1 Closed API

See deploy/huggingface/README.md for details.

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☁️ Deploy to Azure

# From repository root
cd deploy/azure
./deploy-azure.ps1

See deploy/azure/README.md for details.

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📊 Sample Data

All apps use synthetic SAP-like datasets:

Dataset	Description	SAP Tables Referenced
synthetic_financial_statements.csv	Balance sheet & income data	BSEG, BKPF, T001
synthetic_gl_accounts.csv	General ledger accounts	SKA1, SKAT
synthetic_sales_orders.csv	Sales order history	VBAK, VBAP, LIKP

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🏷️ SAP Table References

App 3: Predictive Integrity

Scenario	SAP Tables	Key Fields
Job Failure	TBTCO, TBTCP	JOBNAME, STATUS, SDLUNAME
Transport Failure	E070, E071	TRKORR, TRSTATUS, AS4USER
Interface Failure	EDIDC, EDIDS	DOCNUM, STATUS, MESTYP

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📦 Claude Skills - SAP-RP-1-Predictor-Skills

See Claude Skills

📝 License

MIT License - See LICENSE for details.

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🙏 Acknowledgments

• PriorLabs - TabPFN creators
• SAP - Enterprise software inspiration
• Streamlit - UI framework

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⚠️ Disclaimer: This project uses synthetic data for demonstration purposes. SAP® is a registered trademark of SAP SE. This project is not affiliated with or endorsed by SAP SE.