grapheditor enhanced para set for ai
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2 changed files with 317 additions and 17 deletions
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@ -757,12 +757,31 @@ async def _runEditorAgent(
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"for the user — you must NEVER execute the workflow or any of its actions. "
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"for the user — you must NEVER execute the workflow or any of its actions. "
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"Even when the user says 'create a workflow that sends an email', you build the "
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"Even when the user says 'create a workflow that sends an email', you build the "
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"graph (e.g. add an email node, connect it) — you do NOT actually send an email. "
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"graph (e.g. add an email node, connect it) — you do NOT actually send an email. "
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"Use these workflow tools to mutate the graph: "
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"\n\nGraph-mutating tools: readWorkflowGraph, listAvailableNodeTypes, "
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"readWorkflowGraph, listAvailableNodeTypes, addNode, removeNode, connectNodes, "
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"describeNodeType, addNode, removeNode, connectNodes, setNodeParameter, "
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"setNodeParameter, validateGraph. "
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"autoLayoutWorkflow, validateGraph. "
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"Always read the current graph and list available node types first, then plan the "
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"Connection discovery (for parameters of frontendType='userConnection'): listConnections."
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"smallest set of mutations, then apply them. Respond concisely in the user's "
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"\n\nMandatory build sequence:"
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"language and confirm what you changed in the graph."
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"\n1. readWorkflowGraph — understand current state."
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"\n2. listAvailableNodeTypes — find candidate node ids."
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"\n3. For EACH node type you plan to add: call describeNodeType(nodeType=...) "
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"to learn its requiredParameters, allowedValues and ports. Never skip this "
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"step — guessing parameters leaves the user with empty config cards."
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"\n4. If any required parameter has frontendType='userConnection' (e.g. "
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"email.checkEmail.connectionReference), call listConnections and pick the "
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"connectionId that matches the user's intent (or ask the user if none clearly fits)."
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"\n5. addNode with parameters={...} containing AT LEAST every requiredParameter "
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"filled with a sensible value (use the user's request, the parameter "
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"description, sane defaults, or — for required user-connection fields — "
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"an actual connectionId). Do NOT pass position; the layout step handles it."
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"\n6. connectNodes — wire the nodes consistent with port schemas from describeNodeType."
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"\n7. autoLayoutWorkflow — call exactly once as the LAST graph-mutating step so the "
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"canvas shows a readable top-down layout instead of overlapping boxes."
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"\n8. validateGraph — sanity check, then answer the user."
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"\n\nIf a required parameter cannot be filled from the user's request and has "
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"no safe default, ask the user once for that specific value (e.g. recipient "
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"address, target language, prompt text) instead of leaving the field blank. "
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"Respond concisely in the user's language and list what you changed in the graph."
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)
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)
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editorConfig = AgentConfig(
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editorConfig = AgentConfig(
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@ -3,7 +3,8 @@
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"""
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"""
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Workflow Toolbox - AI-assisted graph manipulation tools for the GraphicalEditor.
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Workflow Toolbox - AI-assisted graph manipulation tools for the GraphicalEditor.
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Tools: readWorkflowGraph, addNode, removeNode, connectNodes, setNodeParameter,
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Tools: readWorkflowGraph, addNode, removeNode, connectNodes, setNodeParameter,
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listAvailableNodeTypes, validateGraph, listWorkflowHistory, readWorkflowMessages.
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listAvailableNodeTypes, describeNodeType, autoLayoutWorkflow,
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validateGraph, listWorkflowHistory, readWorkflowMessages.
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Conventions enforced here (matches coreTools / actionToolAdapter):
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Conventions enforced here (matches coreTools / actionToolAdapter):
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- Every ``ToolResult(...)`` provides ``toolCallId`` and ``toolName`` (pydantic
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- Every ``ToolResult(...)`` provides ``toolCallId`` and ``toolName`` (pydantic
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@ -144,14 +145,32 @@ async def _addNode(params: Dict[str, Any], context: Any) -> ToolResult:
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nodeId = params.get("nodeId") or str(uuid.uuid4())[:8]
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nodeId = params.get("nodeId") or str(uuid.uuid4())[:8]
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title = params.get("title", "")
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title = params.get("title", "")
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nodeParams = params.get("parameters", {}) or {}
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nodeParams = params.get("parameters", {}) or {}
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position = params.get("position") or {"x": len(nodes) * 200, "y": 100}
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# Frontend stores positions as TOP-LEVEL ``x`` / ``y`` on the node
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# (see ``fromApiGraph`` / ``toApiGraph``). Accept either explicit
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# ``x`` / ``y`` or a ``position={x,y}`` shape from the model and
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# always persist as top-level ``x`` / ``y``. Fallback puts new
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# nodes in a horizontal stripe so the user sees them even before
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# ``autoLayoutWorkflow`` runs.
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position = params.get("position") or {}
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x = params.get("x")
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if x is None:
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x = position.get("x") if isinstance(position, dict) else None
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if x is None:
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x = 40 + len(nodes) * 260
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y = params.get("y")
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if y is None:
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y = position.get("y") if isinstance(position, dict) else None
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if y is None:
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y = 40
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newNode = {
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newNode = {
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"id": nodeId,
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"id": nodeId,
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"type": nodeType,
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"type": nodeType,
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"title": title,
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"title": title,
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"parameters": nodeParams,
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"parameters": nodeParams,
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"position": position,
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"x": x,
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"y": y,
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}
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}
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nodes.append(newNode)
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nodes.append(newNode)
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graph["nodes"] = nodes
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graph["nodes"] = nodes
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@ -287,8 +306,55 @@ def _coerceLabel(rawLabel: Any, fallback: str) -> str:
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return fallback
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return fallback
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def _summarizeNodeForCatalog(n: Dict[str, Any]) -> Dict[str, Any]:
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"""Compact summary used in ``listAvailableNodeTypes`` — small but
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informative enough that the model can pick the right type and knows
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whether ``describeNodeType`` is worth a follow-up call."""
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nodeId = n.get("id") or ""
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paramsList = n.get("parameters") or []
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requiredCount = sum(1 for p in paramsList if isinstance(p, dict) and p.get("required"))
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return {
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"id": nodeId,
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"category": n.get("category"),
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"label": _coerceLabel(n.get("label"), nodeId),
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"description": _coerceLabel(n.get("description"), ""),
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"paramCount": len(paramsList),
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"requiredParamCount": requiredCount,
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"usesAi": bool(((n.get("meta") or {}).get("usesAi"))),
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}
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def _summarizeParameter(p: Dict[str, Any]) -> Dict[str, Any]:
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"""Reduce a node parameter spec to just what the AI needs to fill it."""
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out: Dict[str, Any] = {
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"name": p.get("name"),
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"type": p.get("type"),
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"required": bool(p.get("required")),
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"frontendType": p.get("frontendType"),
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"description": _coerceLabel(p.get("description"), ""),
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}
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if "default" in p:
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out["default"] = p.get("default")
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feOpts = p.get("frontendOptions")
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if isinstance(feOpts, dict):
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# Expose enum-style choices ("options") so the model sticks to allowed values.
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if isinstance(feOpts.get("options"), list):
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out["allowedValues"] = feOpts.get("options")
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if p.get("frontendType") == "userConnection":
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out["hint"] = (
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"Call listConnections to discover available connections; pass the "
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"connectionId here. Required before this node can run."
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)
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return out
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async def _listAvailableNodeTypes(params: Dict[str, Any], context: Any) -> ToolResult:
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async def _listAvailableNodeTypes(params: Dict[str, Any], context: Any) -> ToolResult:
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"""List all available node types for the flow builder."""
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"""List all available node types for the flow builder (compact catalog).
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Returns ``id``, ``category``, ``label``, short ``description``, and the
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parameter counts. To learn HOW to fill a node's parameters use
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``describeNodeType(nodeType=...)`` — that returns the full schema.
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"""
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name = "listAvailableNodeTypes"
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name = "listAvailableNodeTypes"
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try:
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try:
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from modules.features.graphicalEditor.nodeDefinitions import STATIC_NODE_TYPES
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from modules.features.graphicalEditor.nodeDefinitions import STATIC_NODE_TYPES
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@ -296,18 +362,188 @@ async def _listAvailableNodeTypes(params: Dict[str, Any], context: Any) -> ToolR
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for n in STATIC_NODE_TYPES:
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for n in STATIC_NODE_TYPES:
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if not isinstance(n, dict):
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if not isinstance(n, dict):
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continue
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continue
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nodeId = n.get("id") or ""
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nodeTypes.append(_summarizeNodeForCatalog(n))
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nodeTypes.append({
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"id": nodeId,
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"category": n.get("category"),
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"label": _coerceLabel(n.get("label"), nodeId),
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})
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return _ok(name, {"nodeTypes": nodeTypes, "count": len(nodeTypes)})
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return _ok(name, {"nodeTypes": nodeTypes, "count": len(nodeTypes)})
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except Exception as e:
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except Exception as e:
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logger.exception("listAvailableNodeTypes failed: %s", e)
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logger.exception("listAvailableNodeTypes failed: %s", e)
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return _err(name, str(e))
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return _err(name, str(e))
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async def _describeNodeType(params: Dict[str, Any], context: Any) -> ToolResult:
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"""Return the full schema for a single node type so the AI can fill
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``addNode.parameters`` correctly (which fields are required, what types,
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default values, allowed enum values, what each port expects/produces).
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This is the canonical way to discover required parameters before
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calling ``addNode`` — without it the model guesses ``parameters={}``
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and the user gets empty configuration cards.
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"""
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name = "describeNodeType"
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try:
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nodeType = params.get("nodeType") or params.get("id")
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if not nodeType:
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return _err(name, "nodeType required")
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from modules.features.graphicalEditor.nodeDefinitions import STATIC_NODE_TYPES
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target: Dict[str, Any] = {}
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for n in STATIC_NODE_TYPES:
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if isinstance(n, dict) and n.get("id") == nodeType:
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target = n
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break
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if not target:
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return _err(name, f"Unknown nodeType '{nodeType}' — call listAvailableNodeTypes first")
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rawParams = target.get("parameters") or []
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parameters = [
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_summarizeParameter(p) for p in rawParams if isinstance(p, dict)
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]
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def _portList(portsDict: Any) -> List[Dict[str, Any]]:
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if not isinstance(portsDict, dict):
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return []
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out: List[Dict[str, Any]] = []
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for idx, spec in sorted(portsDict.items(), key=lambda kv: int(kv[0]) if str(kv[0]).isdigit() else 0):
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if not isinstance(spec, dict):
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continue
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entry: Dict[str, Any] = {"index": int(idx) if str(idx).isdigit() else idx}
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if "schema" in spec:
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entry["schema"] = spec.get("schema")
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if "accepts" in spec:
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entry["accepts"] = spec.get("accepts")
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out.append(entry)
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return out
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meta = target.get("meta") or {}
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return _ok(name, {
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"id": target.get("id"),
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"category": target.get("category"),
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"label": _coerceLabel(target.get("label"), target.get("id") or ""),
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"description": _coerceLabel(target.get("description"), ""),
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"usesAi": bool(meta.get("usesAi")),
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"inputs": int(target.get("inputs") or 0),
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"outputs": int(target.get("outputs") or 0),
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"inputPorts": _portList(target.get("inputPorts")),
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"outputPorts": _portList(target.get("outputPorts")),
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"parameters": parameters,
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"requiredParameters": [p["name"] for p in parameters if p.get("required")],
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})
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except Exception as e:
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logger.exception("describeNodeType failed: %s", e)
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return _err(name, str(e))
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# Geometry constants — MUST match the frontend (FlowCanvas.tsx) so the
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# server-side auto-layout produces the exact same coordinates the user
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# would get by clicking "Arrange" in the UI.
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_NODE_WIDTH = 200
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_NODE_HEIGHT = 72
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_LAYOUT_V_GAP = 80
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_LAYOUT_H_GAP = 60
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_LAYOUT_START_X = 40
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_LAYOUT_START_Y = 40
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def _computeAutoLayout(
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nodes: List[Dict[str, Any]],
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connections: List[Dict[str, Any]],
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) -> List[Dict[str, Any]]:
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"""Topological-layer layout — port of ``computeAutoLayout`` in FlowCanvas.tsx.
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Arranges nodes top-to-bottom in layers (one layer per BFS step from the
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sources). Disconnected nodes are appended as extra single-node layers,
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same as the frontend. Returns a NEW node list with updated top-level
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``x``/``y``; legacy ``position`` keys are stripped to avoid two
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competing sources of truth.
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"""
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if not nodes:
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return nodes
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nodeIds = {n.get("id") for n in nodes if n.get("id")}
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inDegree: Dict[str, int] = {nid: 0 for nid in nodeIds if nid}
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children: Dict[str, List[str]] = {nid: [] for nid in nodeIds if nid}
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for c in connections or []:
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src = c.get("source")
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tgt = c.get("target")
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if src in inDegree and tgt in inDegree:
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inDegree[tgt] = inDegree[tgt] + 1
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children[src].append(tgt)
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layers: List[List[str]] = []
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layerOf: Dict[str, int] = {}
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queue: List[str] = [nid for nid, deg in inDegree.items() if deg == 0]
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while queue:
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batch = list(queue)
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queue = []
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layerIdx = len(layers)
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layers.append(batch)
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for nid in batch:
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layerOf[nid] = layerIdx
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for childId in children.get(nid, []):
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inDegree[childId] = inDegree[childId] - 1
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if inDegree[childId] == 0:
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queue.append(childId)
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# Cycles: append remaining nodes as their own layers (matches frontend).
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for n in nodes:
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nid = n.get("id")
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if nid and nid not in layerOf:
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layerIdx = len(layers)
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layers.append([nid])
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layerOf[nid] = layerIdx
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out: List[Dict[str, Any]] = []
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for n in nodes:
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nid = n.get("id")
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layer = layerOf.get(nid, 0) if nid else 0
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siblings = layers[layer] if 0 <= layer < len(layers) else [nid]
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idxInLayer = siblings.index(nid) if nid in siblings else 0
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new = dict(n)
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new["x"] = _LAYOUT_START_X + idxInLayer * (_NODE_WIDTH + _LAYOUT_H_GAP)
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new["y"] = _LAYOUT_START_Y + layer * (_NODE_HEIGHT + _LAYOUT_V_GAP)
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# Strip legacy ``position`` so frontend never sees two coordinates.
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new.pop("position", None)
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out.append(new)
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return out
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async def _autoLayoutWorkflow(params: Dict[str, Any], context: Any) -> ToolResult:
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"""Re-arrange all nodes of the workflow into a clean top-down layered layout.
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Same algorithm as the editor's "Arrange" button — call this after you
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finished adding/connecting nodes so the user doesn't see an unreadable
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pile of overlapping boxes.
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"""
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name = "autoLayoutWorkflow"
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try:
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workflowId, instanceId = _resolveIds(params, context)
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if not workflowId or not instanceId:
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return _err(name, "workflowId and instanceId required (and not present in agent context)")
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iface = _getInterface(context, instanceId)
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wf = iface.getWorkflow(workflowId)
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if not wf:
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return _err(name, f"Workflow {workflowId} not found")
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graph = dict(wf.get("graph", {}) or {})
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nodes = list(graph.get("nodes", []) or [])
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connections = list(graph.get("connections", []) or [])
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if not nodes:
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return _ok(name, {"message": "No nodes to layout", "nodeCount": 0})
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graph["nodes"] = _computeAutoLayout(nodes, connections)
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iface.updateWorkflow(workflowId, {"graph": graph})
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return _ok(name, {
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"message": f"Auto-layout applied to {len(nodes)} nodes",
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"nodeCount": len(nodes),
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"layerCount": max((c.get("y", 0) for c in graph["nodes"]), default=_LAYOUT_START_Y) // (_NODE_HEIGHT + _LAYOUT_V_GAP) + 1,
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||||||
|
})
|
||||||
|
except Exception as e:
|
||||||
|
logger.exception("autoLayoutWorkflow failed: %s", e)
|
||||||
|
return _err(name, str(e))
|
||||||
|
|
||||||
|
|
||||||
async def _validateGraph(params: Dict[str, Any], context: Any) -> ToolResult:
|
async def _validateGraph(params: Dict[str, Any], context: Any) -> ToolResult:
|
||||||
"""Validate a workflow graph for common issues."""
|
"""Validate a workflow graph for common issues."""
|
||||||
name = "validateGraph"
|
name = "validateGraph"
|
||||||
|
|
@ -507,11 +743,56 @@ def getWorkflowToolDefinitions() -> List[Dict[str, Any]]:
|
||||||
{
|
{
|
||||||
"name": "listAvailableNodeTypes",
|
"name": "listAvailableNodeTypes",
|
||||||
"handler": _listAvailableNodeTypes,
|
"handler": _listAvailableNodeTypes,
|
||||||
"description": "List all available node types for the flow builder. Call this once to discover ids before using addNode.",
|
"description": (
|
||||||
|
"List all available node types (compact catalog: id, label, "
|
||||||
|
"description, paramCount, requiredParamCount, usesAi). Call this "
|
||||||
|
"once to discover ids; then call describeNodeType for each type "
|
||||||
|
"you intend to add to learn the parameter schema."
|
||||||
|
),
|
||||||
"parameters": {"type": "object", "properties": {}},
|
"parameters": {"type": "object", "properties": {}},
|
||||||
"readOnly": True,
|
"readOnly": True,
|
||||||
"toolSet": TOOLBOX_ID,
|
"toolSet": TOOLBOX_ID,
|
||||||
},
|
},
|
||||||
|
{
|
||||||
|
"name": "describeNodeType",
|
||||||
|
"handler": _describeNodeType,
|
||||||
|
"description": (
|
||||||
|
"Return the FULL parameter schema for a single node type "
|
||||||
|
"(name, type, required, default, allowedValues, description) "
|
||||||
|
"plus input/output ports. ALWAYS call this before addNode for "
|
||||||
|
"any node type that has requiredParamCount > 0, and pass all "
|
||||||
|
"required parameters into addNode — otherwise the user sees an "
|
||||||
|
"empty configuration card. For parameters with "
|
||||||
|
"frontendType='userConnection' call listConnections to obtain "
|
||||||
|
"a connectionId."
|
||||||
|
),
|
||||||
|
"parameters": {
|
||||||
|
"type": "object",
|
||||||
|
"properties": {
|
||||||
|
"nodeType": {"type": "string", "description": "Node type id from listAvailableNodeTypes (e.g. 'email.checkEmail', 'ai.prompt')"},
|
||||||
|
},
|
||||||
|
"required": ["nodeType"],
|
||||||
|
},
|
||||||
|
"readOnly": True,
|
||||||
|
"toolSet": TOOLBOX_ID,
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"name": "autoLayoutWorkflow",
|
||||||
|
"handler": _autoLayoutWorkflow,
|
||||||
|
"description": (
|
||||||
|
"Re-arrange ALL nodes into a clean top-down layered layout "
|
||||||
|
"(same algorithm as the editor's 'Arrange' button). Call this "
|
||||||
|
"AFTER you finished adding nodes and connections, otherwise the "
|
||||||
|
"user sees a pile of overlapping boxes. Idempotent — safe to "
|
||||||
|
"call multiple times."
|
||||||
|
),
|
||||||
|
"parameters": {
|
||||||
|
"type": "object",
|
||||||
|
"properties": {**_idFields},
|
||||||
|
"required": [],
|
||||||
|
},
|
||||||
|
"toolSet": TOOLBOX_ID,
|
||||||
|
},
|
||||||
{
|
{
|
||||||
"name": "validateGraph",
|
"name": "validateGraph",
|
||||||
"handler": _validateGraph,
|
"handler": _validateGraph,
|
||||||
|
|
|
||||||
Loading…
Reference in a new issue