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  1. Overview/
  2. Core Concepts

Variables

Variables let you pass data between nodes. The output of any upstream node can be used as input to any downstream node.

Inserting a variable#

You don’t type variables as text — you insert them as chips from the Variables panel in the editor. Each chip references a specific value produced by an upstream node (for example, an API node’s data.items.name field).

To insert one:

  1. Place the cursor where the value should go.
  2. Open the Variables panel.
  3. Click the variable you want. It appears as a chip in the field.

To paste a variable from elsewhere, click the copy icon next to a variable in the panel. It copies a token like {{Node Name.path.to.field}}; pasting it into a supported field in the editor converts it back into a chip.

Nested access#

Variables use dot notation to reach into nested object fields:

plaintext
Node Name.response.data.name

When a path segment resolves to a list, the next segment is applied to every item and the result is returned as a list. For example, if response.data.items is an array of objects, referencing response.data.items.name yields an array of every item’s name.

Bracket indexing (items[0]) is not supported — you can’t pick a single element by index.

Where variables are resolved#

Variables are resolved wherever a field accepts free text, including:

  • LLM / prompt fields
  • API node URL, headers, and body
  • Send-email subject and body
  • Tool arguments

Serialized form#

When a workflow is saved, each chip is stored as @{label|path|type} (for example, @{API Response|data.items.name|string}). You don’t need to type this — it’s the on-disk representation of the chips you place in the editor.

Best practices#

  1. Give upstream nodes descriptive names — their name becomes the prefix of every variable they expose.
  2. Keep variable paths short and readable.
  3. Validate the shape of upstream data before relying on deep paths.
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