Retrieve Link Content

Retrieves targeted content from web pages using LLM URL extraction. Can optionally output a second column containing a clean, human-readable text summary of the retrieved data.

Parameters

Name	Description	Accepted Values	Default	Required
I/O
`input`	Name or list of input columns containing URLs or Scored Search Result dictionaries.	string, array	—	Yes
`output`	Name of the output column for the raw dictionaries. To output BOTH the raw dictionaries and the formatted text, provide a list of exactly two column names (e.g., [page_data, page_text]).	string, array, null	`null`	No
Options
`prompt`	Optional custom system prompt to guide the extraction behavior and output format.	string, null	`null`	No
Formatting
`output_format`	The desired format for the extracted content.	string; one of: markdown json	`"json"`	No
Conditions
`if`	Condition that determines whether the wrangle runs as a whole. Recipe variables may be referenced with `${variable}`.	string	—	No
`where`	Filter rows before applying the wrangle using SQL-like criteria, such as `column1 = 123 OR column2 = 'abc'`.	string	—	No
`where_params`	Values used with `where` for parameterized criteria. Uses SQLite placeholder syntax such as `?` or `:name`.	array, object	—	No
Execution
`threads`	Number of concurrent threads for parallel processing (default 10).	integer	`10`	No
Details
`client`	The retrieval provider to use.	string; one of: google_url_context	`"google_url_context"`	No
`api_key`	API key for the provider. Can also be set as an environment variable (e.g., GOOGLE_API_KEY).	string, null	`null`	No
`model_id`	The specific model ID to use (default models/gemini-3-flash-preview).	string	`"models/gemini-3-flash-preview"`	No

Examples

This template extracts JSON content from a URL. Returned fields depend on the page, prompt, and retrieval model.

wrangles:
  - search.retrieve_link_content:
      input:
        - Product URL
      output:
        - Page Data
      api_key: Your Google API key
      client: google_url_context
      output_format: json
      prompt: Extract the product title and manufacturer.

Product URL
https://example.com/products/6202

Page Data
`{"title": "6202 Bearing", "manufacturer": "SKF"}`

Template based on the documented parameters; no published source example is currently available.

Access

Requirement	Value
AI-powered	No
Requires WrangleWorks account	No
Requires subscription	No
Requires external API key	No

Technical details

Field	Value
Catalog ID	`48`
Catalog key	`search.retrieve_link_content`
Recipe key	`search.retrieve_link_content`
Catalog status	active
Lifecycle status	active
Recipe Writer eligible	Yes
Namespace	`search`
Documentation group	`search`
Aliases	None
Runtime symbol	`wrangles.recipe_wrangles.search.retrieve_link_content`
Legacy UUID	`3d5faa87-9e96-48c0-8226-5ae566e8d76c`

Sources

Parameters​

Examples​

Parameters

Examples