Wavefront is an enterprise AI middleware platform, open-source alternative to tools like UnifyApps and n8n. It provides a full-stack system for building, managing, and deploying AI agents, chatbots, voice agents, knowledge bases (RAG), and AI-powered workflows. The monorepo includes a Python FastAPI backend with a modular, domain-driven architecture (agents, tools, knowledge base, voice, triggers, auth, API proxy), a React/TypeScript management console, background workers (Celery, stream processors), and the `flo_ai` Python agent framework (LLM wrappers, Arium graph engine, tool system). The platform supports multi-tenancy, RBAC, cloud storage abstractions (GCP/AWS/Azure), and pluggable datasource and authenticator modules. While primarily an application, it incorporates RAG pipelines, image embedding services, and model inference, giving it a hybrid character with strong data engineering elements.