LEARNS AND PREDICTS THE COMMANDS FOR SIMLYTIKS BASED ON DATA¶
Trains or runs inference on a natural-language-to-Simlytiks-command model hosted on a d3VIEW Terminal Server. In “learn” mode it submits a dataset schema and visualization definitions to build a new model, returning a unique model UID; in “predict” mode it sends a free-text query against a previously trained model and returns the predicted Simlytiks command as JSON.
When to use¶
Tagged: chatAPI, command-prediction, d3view, nlp, predict, simlytiks, terminal, train.
Inputs¶
| Label | ID | Type | Default | Required | Description |
|---|---|---|---|---|---|
| Server URL | server_url | text | http://10.1.10.63:8502/ | ✓ | Base URL of the d3VIEW Terminal Server hosting the /chatAPI endpoints (e.g. http://10.1.10.63:8502/); trailing slash is stripped automatically. |
| Dataset | dataset | dataset | — | ✓ | Input dataset wired into the workflow context; used to provide data lineage but the worker primarily acts on the schema input during training. |
| Schema | schema | dataset | — | ✓ | Dataset containing column/schema metadata for the training data; passed as the ‘dataset’ payload to the /chatAPI/train endpoint in learn mode. |
| Visualizations | visualizations | json | — | JSON file describing the visualization definitions (charts, plots) associated with the dataset; its ‘payload’ field is forwarded to the training endpoint as ‘viz’. | |
| Learn Or Predict | type | select | learn | ✓ | Mode selector: choose ‘learn’ to train a new model from the schema and visualizations, or ‘predict’ to query an existing model by UID; defaults to ‘learn’. |
| UID | uid | text | — | Unique model identifier returned from a previous ‘learn’ run; required when type is ‘predict’ to target the correct trained model. | |
| Predict Query | query | textarea | — | Free-text natural-language query (e.g. ‘plot velocity vs time’) submitted to the Terminal Server in ‘predict’ mode to retrieve the corresponding Simlytiks command. |
Outputs¶
| Label | ID | Type | Description |
|---|---|---|---|
| UID | uid | text | In ‘learn’ mode, the unique identifier assigned to the newly trained model by the Terminal Server; in ‘predict’ mode, echoes back the input UID for traceability. |
| Prediction | result | json | JSON payload returned by the /chatAPI/predict endpoint containing the predicted Simlytiks command and any associated metadata; populated only in ‘predict’ mode. |
Disciplines¶
- ai_ml.domain_reasoning
- ai_ml.llm
- ai_ml.supervised.classification
- platform.integration
Auto-generated from platform schema. Worker id: ml_simlytiks_terminal. Schema hash: 64cac8e7daba. Hand-curated docs in workerexamples/ override this page when present.