Databricks Agents

• Databricks Agents Python API
  • Agent Framework
    • deploy()
    • get_deployments()
    • list_deployments()
    • delete_deployment()
    • set_permissions()
    • get_permissions()
    • enable_trace_reviews()
    • set_review_instructions()
    • get_review_instructions()
    • PermissionLevel
      • PermissionLevel.NO_PERMISSIONS
      • PermissionLevel.CAN_VIEW
      • PermissionLevel.CAN_QUERY
      • PermissionLevel.CAN_REVIEW
      • PermissionLevel.CAN_MANAGE
  • Agent Evaluation
    • generate_evals_df()
    • estimate_synthetic_num_evals()
    • metric()
    • ToolCallInvocation
      • ToolCallInvocation.tool_name
      • ToolCallInvocation.tool_call_args
      • ToolCallInvocation.tool_call_id
      • ToolCallInvocation.tool_call_result
      • ToolCallInvocation.raw_tool_span
      • ToolCallInvocation.to_dict()
      • ToolCallInvocation.from_dict()
    • Judges
      • chunk_relevance()
      • context_sufficiency()
      • correctness()
      • groundedness()
      • guideline_adherence()
      • relevance_to_query()
      • safety()