topcoder-platform/tc-ai-api

The **tc-ai-api** is a Topcoder AI microservice that uses the Mastra framework to extract and match skills from job descriptions. It takes free-text input, leverages an LLM agent to identify skill terms, and then matches those terms against Topcoder's standardized skills taxonomy using fuzzy and semantic search. The service is designed for developers building Topcoder's platform features who need automated skill extraction and matching capabilities, with built-in authentication, observability, and evaluation tools to ensure reliable AI-powered skill discovery.