Graflow

What it does

Graflow is an open-source Python orchestration engine for agentic workflows — the sweet spot between deterministic pipelines and fully autonomous agents. No graph complexity. Write Pythonic workflows and compose them with >> and |. Designed for developer experience. Build production-grade AI workflows that stay readable and easy to operate.

Reliable, Explainable, and Scalable workflow engine

Build reliable , explainable , and scalable workflows with ease. Built-in fault tolerance and automatic recovery ensure your workflows complete successfully, even when individual tasks fail. Checkpoint and resume from any point in your pipeline. Full visibility into every step of your workflow execution. Detailed logs, lineage tracking, and clear error messages make debugging and auditing straightforward. Seamlessly scale from local development to production clusters. Distributed execution handles massive workloads without changing your workflow definitions. Intuitive Python DSLs let you define complex data pipelines. @task ( inject_context = True ) def extract ( ctx : TaskExecutionContext…from graflow.ai

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