This project showcases a powerful, zero-effort resume matching system built with n8n to automate the entire hiring pipeline. The solution seamlessly integrates Google Drive for resume storage, Google Gemini for generating advanced text embeddings, and Pinecone for indexing and querying a high-performance vector database. The system features two core n8n workflows: one for processing and indexing resumes from Google Drive into Pinecone, and another that triggers via a web form to match job requirements against the indexed resumes. When a user submits job details, an AI agent processes the query, performs a similarity search in Pinecone, and uses Google Gemini to interpret the results before automatically sending the top candidate recommendations via Gmail. This creates a fully automated, end-to-end solution for intelligent candidate sourcing.
N8n - LLm - embeddings
