Text

Text nodes allow you to write text to send as inputs to other nodes.

Variables

You can define variables in Text nodes using bracket notation: {{ variable }}. Ensure you usre two brackets.

Defining variables will add input handles to your Text node and serve as placeholders for textual information; information from the node that you connect to the handle associated with your Text node's variable will replace whatever {{ variable }} you define in the node's final output.

You can have as many variables as you want in a Text node. Nodes that you connect to handles associated with the variables will populate or "replace" the variable fields in the Text node's final output.

When to Use Text Nodes

Use a text node when you want to input raw text that does not change between runs into your pipeline.

Some examples or common use cases for Text nodes include:

1. Composing instructions for the "system" input for LLMs

2. Composing prompts for the "prompt" input for LLMs

3. Include a link to a website to be connected to a URL data loader

4. Include a link to a youtube video to be connected to a youtube data loader

Advanced Templating

Text nodes support more advanced templating using handlebars syntax. To iterate over a series of objects in a template use the following pattern:

In this example the template tells us to iterate over the input documents and store the "title" metadata field in a list.

A common use case is to select certain fields from the documents returned by a vector query node. For example we can query for the "title" metadata of each chunk returned from a wikipedia query.

If we run the pipeline with the query "Napoleon" we can see the list of titles for each returned chunk:

Use the "set" keyword instead of "list" to return unique elements only.