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Welcome to AetherGraph

AetherGraph is a Python‑first agentic framework designed to supercharge your R&D workflows. Effortlessly build, orchestrate, and trace research pipelines with a powerful combination of graph-based function composition, context-aware services, and safe tool integrations.

Key Features

  • Graph Functions: Use Python functions as first-class graph nodes with the intuitive @graph_fn decorator.
  • Integrated Context Services: Out-of-the-box support for LLMs, memory, channels, artifacts, and key-value stores—no bolt‑ons required, but fully extensible.
  • Traceable Artifacts & Memory: Capture every step and result for reproducible, auditable research.
  • Safe Tooling: Invoke external capabilities securely and reliably.

Get Started

Ready to dive in? Follow our Quickstart guide and build your first agentic workflow in minutes.

AetherGraph empowers researchers, engineers, and teams to create robust, transparent, and scalable R&D solutions—all in pure Python.