Introduction

TimeCopilot is a generative agent that applies a systematic forecasting approach using large language models (LLMs) to:

• Interpret statistical features and patterns
• Guide model selection based on data characteristics
• Explain technical decisions in natural language
• Answer domain-specific questions about forecasts

Here is an schematic of TimeCopilot's architecture: