.. _auto_dataset_get_context:

*DATASET GET CONTEXT*
=====================

Resolves a context template string against a dataset, substituting dataset column values or metadata tokens to produce a filled-in text context. Use this worker when you need to generate a prompt, label, or descriptive string that is dynamically populated from dataset contents.

When to use
-----------

Classification: **process**.

Tagged: ``context``, ``dataset``, ``llm_context``, ``substitution``, ``template``, ``text``.

Inputs
------

.. list-table::
   :header-rows: 1
   :widths: 20 20 20 20 20 20

   * - Label
     - ID
     - Type
     - Default
     - Required
     - Description
   * - Dataset
     - dataset_1
     - dataset
     - —
     - 
     - Input dataset whose column values and metadata are used to populate the context template; leave empty if the template contains no dataset-dependent tokens.
   * - Context Template
     - context_text
     - textarea
     - —
     - 
     - Jinja-style or token-based template string (plain text / code) whose placeholders will be resolved against the supplied dataset to produce the final context output.

Outputs
-------

.. list-table::
   :header-rows: 1
   :widths: 20 20 20 20

   * - Label
     - ID
     - Type
     - Description
   * - Context
     - dataset_get_context_1
     - textarea
     - Fully resolved context string produced by substituting all template tokens with values drawn from the input dataset; returned as plain text.

Disciplines
-----------

- ai_ml.llm
- data.dataset.transform

Runnable example
----------------

A runnable example is registered for this worker. Open the example workflow on the d3VIEW canvas: `/api/workflow/example?id=dataset_get_context <https://www.d3view.com/api/workflow/example?id=dataset_get_context>`_

.. raw:: html

   <hr style="margin-top:2em">
   <p style="font-size:11px;color:#888">
   Auto-generated from <code>transformation</code> schema. Worker id: <code>dataset_get_context</code>. Schema hash: <code>5fed36c113d5</code>. Hand-curated docs in <code>workerexamples/</code> override this page when present.
   </p>