Custom operators, GenAI agents, and document & time-series toolkits for Altair AI Studio and RapidMiner.
Built for Altair AI Studio / RapidMiner Studio 10.2+
An AI agent that lives inside Altair AI Studio. Chat with it from a dockable panel, connect it to the model provider you already use, and give it tools through MCP servers. It plans multi-step tasks, can look up examples in your own local repositories, and remembers corrections you teach it with /learn.
Conversation memory, learned lessons, and usage statistics are opt-in, stay on your computer, and are never transmitted.
— Field experiment by Marco A. Barradas · not an official Siemens product// Teach, track and review — without leaving Studio
/learn <lesson> remember a correction
/done <step> mark a plan step as handled
/stats local usage statistics
/export share them explicitly
Convert PDF, Word, Excel and PowerPoint files to Markdown or PDF, run OCR, extract text, tables and images, chunk content for RAG, compare document versions, and render Markdown back to HTML, PDF, DOCX or PPTX.
Python extension · MarkItDown & Docling enginesExplore seasonality and stationarity, transform series, then train, backtest, compare and explain Darts forecasting models — and detect anomalies with PyOD models you can train, compare and evaluate.
Python SDK 2.0 · Darts & PyOD · BetaPlug-and-play RapidMiner process files (.rmp) with bundled synthetic datasets, ready for immediate validation.
Full-cycle anomaly segmentation for rotating factory turbines. Streams sensor logs through rolling time-series windows, synthesizes spectral features, fits a memory-tuned XGBoost model, and exports compiled binaries for edge scoring gateways.
Brings transformer representations into RapidMiner without leaving the canvas. Streams tokenized sentence vectors into a regularized logistic regression with automated LDA topic clustering.
Handles class imbalance with SMOTE and shifts the focus from accuracy to business risk: false negatives (a lost subscriber, $950) are weighted 9.5× over false positives (a retention discount, $100).
