Quick Overview This workflow exposes a POST webhook that turns a job description into a structured hiring brief using Groq, searches candidates across GitHub, LinkedIn (via Apify), Stack Overflow, and Hacker News, scores and summarizes the shortlist, optionally saves results to Supabase, and returns a JSON response. How it works Receives a candidate search request via a POST webhook and normalizes the payload into a consistent schema. Validates that the request includes a job description or structured criteria, and returns a 400 JSON error if it is invalid. Uses Groq (via LangChain) to extract structured job requirements, then builds a search brief with queries and limits for each source. Searches GitHub, LinkedIn via Apify, Stack Overflow, and Hacker News in parallel and normalizes each source’s results into a common candidate format. Merges all candidates, sanitizes and deduplicates the pool, and returns an empty 200 response if no candidates remain. Scores candidates with a deterministic evidence formula, filters by the configured score threshold, and builds a recruiter-facing JSON report.
Tags
Groq Chat ModelWHTTP Request
Structured Output Parser
SupabaseRelated workflows
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Route procurement helpdesk tickets from Gmail with Groq and Slack
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