Parallel AI

Use Parallel AI to search the web, extract content from URLs, or start a deep-research task. Search accepts an objective and query controls, while extraction accepts the target URLs. Set the available result and content limits to keep downstream inputs bounded, and connect a Parallel API key.

Use the block

Search the web, extract information from URLs, and conduct deep research.

Actions

Search the web with Parallel AI and return matching pages with content excerpts.

Input

ParameterTypeRequiredDescription
search_queriesstringYesComma-separated list of concise keyword search queries (3-6 words each). At least one is required
objectivestringNoNatural-language description of the search intent used to rank and excerpt results
modestringNoSearch mode: turbo, fast, basic, or advanced (default: advanced)
max_resultsnumberNoMaximum number of results to return (default: 10, max: 20)
max_chars_per_resultnumberNoMaximum characters of excerpts per result
include_domainsstringNoComma-separated list of domains to restrict search results to
exclude_domainsstringNoComma-separated list of domains to exclude from search results
apiKeystringYesParallel AI API Key

Output

ParameterTypeDescription
search_idstringUnique identifier for this search request
resultsarraySearch results with excerpts from relevant pages
↳ urlstringThe URL of the search result
↳ titlestringThe title of the search result
↳ publish_datestringPublication date of the page (YYYY-MM-DD)
↳ excerptsarrayLLM-optimized excerpts from the page

Parallel AI Extract

Extract targeted information from specific URLs using Parallel AI. Processes provided URLs to pull relevant content based on your objective.

Input

ParameterTypeRequiredDescription
urlsstringYesComma-separated list of URLs to extract information from (up to 20)
objectivestringNoWhat information to extract from the provided URLs (up to 5,000 characters)
full_contentbooleanNoInclude full page content as markdown in addition to excerpts (default: false)
apiKeystringYesParallel AI API Key

Output

ParameterTypeDescription
extract_idstringUnique identifier for this extraction request
resultsarrayExtracted information from the provided URLs
↳ urlstringThe source URL
↳ titlestringThe title of the page
↳ publish_datestringPublication date (YYYY-MM-DD)
↳ excerptsarrayRelevant text excerpts in markdown
↳ full_contentstringFull page content as markdown (only when requested)
errorsarrayURLs that could not be extracted, with the reason
↳ urlstringThe URL that failed
↳ error_typestringCategory of the failure
↳ http_status_codenumberHTTP status returned by the page, if any
↳ contentstringError detail

Parallel AI Deep Research

Research the web with Parallel AI and synthesize findings from multiple sources with citations. Can take up to 45 minutes to complete.

Input

ParameterTypeRequiredDescription
inputstringYesResearch query or question (up to 15,000 characters)
output_formatstringNoOutput format: text for a markdown report with inline citations, auto for a structured JSON object that needs the pro tier or higher (default: text)
processorstringNoProcessing tier: core, core2x, pro, ultra, ultra2x, ultra4x, ultra8x, or a -fast variant (default: pro)
include_domainsstringNoComma-separated list of domains to restrict research to (source policy)
exclude_domainsstringNoComma-separated list of domains to exclude from research (source policy)
apiKeystringYesParallel AI API Key

Output

ParameterTypeDescription
statusstringTask status (completed, failed, running)
run_idstringUnique ID for this research task
messagestringStatus message
contentjsonResearch findings: a markdown report string for the text output format, or a structured object with query-specific keys for the auto format
basisarrayCitations and sources with reasoning and confidence levels
↳ fieldstringOutput field dot-notation path
↳ reasoningstringExplanation for the result
↳ citationsarrayArray of sources
↳ urlstringSource URL
↳ titlestringSource title
↳ excerptsarrayRelevant excerpts from the source
↳ confidencestringConfidence level (low, medium, high)