HelixML provides an enterprise-grade platform for building and deploying AI agents in private environments. It supports RAG, API calling, vision capabilities, and multiple LLM providers including OpenAI, Anthropic, and local models. The platform includes an intelligent GPU scheduler for efficient model memory management and dynamic loading. Agents operate in a session-based architecture with multi-step reasoning, tool orchestration, and memory management for context-aware interactions.