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Stapply is an AI-powered job search engine that automatically applies to jobs on behalf of users. It uses an AI-first search pipeline that crawls and indexes job listings, stores them with embeddings in a database, and reranks results using both SQL and embedding queries validated by AI. The application process is handled by an AI agent that autofills forms, attaches resumes, and navigates through application steps using browser automation. The project offers both cloud and local deployment options, with the local version using a Python server running Browser Use with Playwright for browser control.