Inference Process With Context Management Across Stages

System that connects LLMs with the ML community

Unique: Implements explicit context management that threads task descriptions, intermediate results, and model outputs through all four inference stages, enabling the LLM controller to reason about relationships between subtasks and make informed decisions at each stage.

vs others: More explicit than stateless LLM APIs because context is actively managed and passed between stages; enables better reasoning than systems that treat each stage independently; more transparent than black-box orchestration because context can be inspected for debugging.