Advanced features of agentic workflows

Agentic workflows support Artifact Files, and planning to enable structured multi-agent run and secure Large Language Model (LLM) interactions.

  • Artifact Files – The Artifact Files feature enables generating artifact files by the integrated tools. Artifact files are the outputs of the agent run and represent the final data or code produced during a workflow. You can upload different artifact files when you test the workflows. Artifact files include the following examples:
    • Structured data: CSV or Parquet files
    • Interchange formats: JSON files
    • Visualizations and media: Images and reports
    • Content to run: Code files, such as Python scripts
  • Planning - When enabled, the Planning feature forces the Manager Agent to generate and update a plan before running a complex task. This process significantly improves accuracy and reliability in multi-agent collaboration, although it might introduce a slight initial latency and token cost for the planning step itself.

Figure 1. Edit Workflow window