{ "data": { "nodes": [ { "data": { "node": { "template": { "_type": "Component", "files": { "tool_mode": false, "trace_as_metadata": true, "file_path": "", "fileTypes": [ "csv", "json", "pdf", "txt", "md", "mdx", "yaml", "yml", "xml", "html", "htm", "docx", "py", "sh", "sql", "js", "ts", "tsx", "jpg", "jpeg", "png", "bmp", "image" ], "temp_file": true, "list": true, "list_add_label": "Add More", "override_skip": false, "required": false, "placeholder": "", "show": true, "name": "files", "value": "", "display_name": "Files", "advanced": true, "api_editable": false, "dynamic": false, "info": "Files to be sent with the message.", "title_case": false, "track_in_telemetry": false, "type": "file", "_input_type": "FileInput" }, "code": { "type": "code", "required": true, "placeholder": "", "list": false, "show": true, "multiline": true, "value": "from lfx.base.data.utils import IMG_FILE_TYPES, TEXT_FILE_TYPES\nfrom lfx.base.io.chat import ChatComponent\nfrom lfx.inputs.inputs import BoolInput\nfrom lfx.io import (\n DropdownInput,\n FileInput,\n MessageTextInput,\n MultilineInput,\n Output,\n)\nfrom lfx.schema.image import get_file_paths\nfrom lfx.schema.message import Message\nfrom lfx.services.deps import get_settings_service\nfrom lfx.utils.constants import (\n MESSAGE_SENDER_AI,\n MESSAGE_SENDER_NAME_USER,\n MESSAGE_SENDER_USER,\n)\nfrom lfx.utils.file_path_security import (\n component_file_access_scopes,\n enforce_local_file_access,\n is_local_file_access_restricted,\n)\n\n\nclass ChatInput(ChatComponent):\n display_name = \"Chat Input\"\n description = \"Get chat inputs from the Playground.\"\n documentation: str = \"https://docs.langflow.org/chat-input-and-output\"\n icon = \"MessagesSquare\"\n name = \"ChatInput\"\n minimized = True\n\n inputs = [\n MultilineInput(\n name=\"input_value\",\n display_name=\"Input Text\",\n value=\"\",\n info=\"Message to be passed as input.\",\n input_types=[],\n ),\n BoolInput(\n name=\"should_store_message\",\n display_name=\"Store Messages\",\n info=\"Store the message in the history.\",\n value=True,\n advanced=True,\n ),\n DropdownInput(\n name=\"sender\",\n display_name=\"Sender Type\",\n options=[MESSAGE_SENDER_AI, MESSAGE_SENDER_USER],\n value=MESSAGE_SENDER_USER,\n info=\"Type of sender.\",\n advanced=True,\n ),\n MessageTextInput(\n name=\"sender_name\",\n display_name=\"Sender Name\",\n info=\"Name of the sender.\",\n value=MESSAGE_SENDER_NAME_USER,\n advanced=True,\n ),\n MessageTextInput(\n name=\"session_id\",\n display_name=\"Session ID\",\n info=\"The session ID of the chat. If empty, the current session ID parameter will be used.\",\n advanced=True,\n ),\n MessageTextInput(\n name=\"context_id\",\n display_name=\"Context ID\",\n info=\"The context ID of the chat. Adds an extra layer to the local memory.\",\n value=\"\",\n advanced=True,\n ),\n FileInput(\n name=\"files\",\n display_name=\"Files\",\n file_types=TEXT_FILE_TYPES + IMG_FILE_TYPES,\n info=\"Files to be sent with the message.\",\n advanced=True,\n is_list=True,\n temp_file=True,\n ),\n ]\n outputs = [\n Output(display_name=\"Chat Message\", name=\"message\", method=\"message_response\"),\n ]\n\n async def message_response(self) -> Message:\n # Ensure files is a list and filter out empty/None values\n files = self.files if self.files else []\n if files and not isinstance(files, list):\n files = [files]\n # Filter out None/empty values\n files = [f for f in files if f is not None and f != \"\"]\n\n # Build endpoints inject caller-controlled file references directly into\n # ChatInput. Resolve and validate local references before the Message can\n # later read them while constructing model attachment content.\n if files:\n settings_service = get_settings_service()\n storage_type = getattr(getattr(settings_service, \"settings\", None), \"storage_type\", \"local\")\n # The storage factory falls back to local storage for unsupported\n # values, so only the explicitly configured S3 backend may bypass\n # filesystem containment.\n if str(storage_type).lower() != \"s3\" and is_local_file_access_restricted():\n scope_ids = list(component_file_access_scopes(self))\n # Public executions replace graph.flow_id with a per-visitor\n # virtual ID. Only the server-populated source provenance may\n # restore the already-validated public attachment namespace.\n source_flow_id = getattr(self.graph, \"source_flow_id\", None)\n if source_flow_id:\n scope_ids.append(source_flow_id)\n for file_path in get_file_paths(files):\n enforce_local_file_access(file_path, scope_ids=scope_ids)\n\n session_id = self.session_id or self.graph.session_id or \"\"\n message = await Message.create(\n text=self.input_value,\n sender=self.sender,\n sender_name=self.sender_name,\n session_id=session_id,\n context_id=self.context_id,\n files=files,\n )\n if session_id and isinstance(message, Message) and self.should_store_message:\n stored_message = await self.send_message(\n message,\n )\n self.message.value = stored_message\n message = stored_message\n\n self.status = message\n return message\n", "fileTypes": [], "file_path": "", "password": false, "name": "code", "advanced": true, "api_editable": false, "dynamic": true, "info": "", "load_from_db": false, "title_case": false }, "context_id": { "tool_mode": false, "trace_as_input": true, "trace_as_metadata": true, "load_from_db": false, "list": false, "list_add_label": "Add More", "override_skip": false, "required": false, "placeholder": "", "show": true, "name": "context_id", "value": "", "display_name": "Context ID", "advanced": true, "api_editable": false, "input_types": [ "Message" ], "dynamic": false, "info": "The context ID of the chat. Adds an extra layer to the local memory.", "title_case": false, "track_in_telemetry": false, "type": "str", "_input_type": "MessageTextInput" }, "input_value": { "tool_mode": false, "trace_as_input": true, "multiline": true, "ai_enabled": false, "trace_as_metadata": true, "load_from_db": false, "list": false, "list_add_label": "Add More", "override_skip": false, "required": false, "placeholder": "", "show": true, "name": "input_value", "value": "", "display_name": "Input Text", "advanced": false, "api_editable": false, "input_types": [], "dynamic": false, "info": "Message to be passed as input.", "title_case": false, "track_in_telemetry": false, "copy_field": false, "password": false, "type": "str", "_input_type": "MultilineInput" }, "sender": { "tool_mode": false, "trace_as_metadata": true, "options": [ "Machine", "User" ], "options_metadata": [], "combobox": false, "dialog_inputs": {}, "toggle": false, "override_skip": false, "required": false, "placeholder": "", "show": true, "name": "sender", "value": "User", "display_name": "Sender Type", "advanced": true, "api_editable": false, "dynamic": false, "info": "Type of sender.", "title_case": false, "track_in_telemetry": true, "external_options": {}, "type": "str", "_input_type": "DropdownInput" }, "sender_name": { "tool_mode": false, "trace_as_input": true, "trace_as_metadata": true, "load_from_db": false, "list": false, "list_add_label": "Add More", "override_skip": false, "required": false, "placeholder": "", "show": true, "name": "sender_name", "value": "User", "display_name": "Sender Name", "advanced": true, "api_editable": false, "input_types": [ "Message" ], "dynamic": false, "info": "Name of the sender.", "title_case": false, "track_in_telemetry": false, "type": "str", "_input_type": "MessageTextInput" }, "session_id": { "tool_mode": false, "trace_as_input": true, "trace_as_metadata": true, "load_from_db": false, "list": false, "list_add_label": "Add More", "override_skip": false, "required": false, "placeholder": "", "show": true, "name": "session_id", "value": "", "display_name": "Session ID", "advanced": true, "api_editable": false, "input_types": [ "Message" ], "dynamic": false, "info": "The session ID of the chat. If empty, the current session ID parameter will be used.", "title_case": false, "track_in_telemetry": false, "type": "str", "_input_type": "MessageTextInput" }, "should_store_message": { "tool_mode": false, "trace_as_metadata": true, "list": false, "list_add_label": "Add More", "override_skip": false, "required": false, "placeholder": "", "show": true, "name": "should_store_message", "value": true, "display_name": "Store Messages", "advanced": true, "api_editable": false, "dynamic": false, "info": "Store the message in the history.", "title_case": false, "track_in_telemetry": true, "type": "bool", "_input_type": "BoolInput" } }, "description": "Get chat inputs from the Playground.", "icon": "MessagesSquare", "base_classes": [ "Message" ], "display_name": "Chat Input", "documentation": "https://docs.langflow.org/chat-input-and-output", "minimized": true, "custom_fields": {}, "output_types": [], "pinned": false, "conditional_paths": [], "frozen": false, "outputs": [ { "types": [ "Message" ], "selected": "Message", "name": "message", "display_name": "Chat Message", "method": "message_response", "value": "__UNDEFINED__", "cache": true, "allows_loop": false, "group_outputs": false, "tool_mode": true } ], "field_order": [], "beta": false, "legacy": false, "edited": false, "metadata": {}, "tool_mode": false }, "type": "ChatInput", "id": "ChatInput-entry", "showNode": true }, "id": "ChatInput-entry", "measured": { "width": 320, "height": 200 }, "position": { "x": 0, "y": 200 }, "type": "genericNode" }, { "data": { "node": { "template": { "form_values": { "tool_mode": false, "trace_as_input": true, "trace_as_metadata": true, "load_from_db": false, "list": false, "list_add_label": "Add More", "override_skip": false, "required": false, "placeholder": "", "show": false, "name": "form_values", "value": "", "display_name": "Form values (JSON envelope)", "advanced": false, "api_editable": false, "input_types": [ "Message" ], "dynamic": false, "info": "Submitted values as JSON; merged over the defaults", "title_case": false, "track_in_telemetry": false, "type": "str", "_input_type": "MessageTextInput" }, "gebaeude": { "tool_mode": false, "trace_as_metadata": true, "options": [ "Kirche", "Anderes Gebäude" ], "options_metadata": [], "combobox": false, "dialog_inputs": {}, "toggle": false, "override_skip": false, "required": true, "placeholder": "", "show": true, "name": "gebaeude", "value": " ", "display_name": "Welches Gebäude soll verändert werden?", "advanced": false, "api_editable": false, "dynamic": false, "info": "", "title_case": false, "track_in_telemetry": true, "external_options": {}, "type": "str", "_input_type": "DropdownInput" }, "bestandteil": { "tool_mode": false, "trace_as_metadata": true, "options": [ "Glocke", "Orgel", "Innenraum", "Fenster", "Fassade" ], "combobox": false, "toggle": false, "list": true, "list_add_label": "Add More", "override_skip": false, "required": true, "placeholder": "", "show": true, "name": "bestandteil", "value": " ", "display_name": "Welcher Bestandteil der Kirche?", "advanced": false, "api_editable": false, "dynamic": false, "info": "Mehrfachauswahl möglich [visible_if gebaeude=Kirche]", "title_case": false, "track_in_telemetry": false, "type": "str", "_input_type": "MultiselectInput" }, "glockenmassnahme": { "tool_mode": false, "trace_as_metadata": true, "options": [ "Reinigung", "Reparatur", "Neuguss" ], "options_metadata": [], "combobox": false, "dialog_inputs": {}, "toggle": false, "override_skip": false, "required": false, "placeholder": "", "show": true, "name": "glockenmassnahme", "value": "Reinigung", "display_name": "Welche Maßnahme an der Glocke?", "advanced": false, "api_editable": false, "dynamic": false, "info": "[visible_if bestandteil=Glocke]", "title_case": false, "track_in_telemetry": true, "external_options": {}, "type": "str", "_input_type": "DropdownInput" }, "gussjahr": { "tool_mode": false, "trace_as_metadata": true, "list": false, "list_add_label": "Add More", "override_skip": false, "required": false, "placeholder": "", "show": true, "name": "gussjahr", "value": "", "display_name": "Gussjahr (nur bei Neuguss)?", "advanced": false, "api_editable": false, "dynamic": false, "info": "[visible_if glockenmassnahme=Neuguss]", "title_case": false, "track_in_telemetry": true, "type": "int", "_input_type": "IntInput" }, "gebaeudeart": { "tool_mode": false, "trace_as_metadata": true, "options": [ "Wohnhaus", "Scheune", "Sonstiges" ], "options_metadata": [], "combobox": false, "dialog_inputs": {}, "toggle": false, "override_skip": false, "required": false, "placeholder": "", "show": true, "name": "gebaeudeart", "value": "Wohnhaus", "display_name": "Art des anderen Gebäudes?", "advanced": false, "api_editable": false, "dynamic": false, "info": "[visible_if gebaeude=\"Anderes Gebäude\"]", "title_case": false, "track_in_telemetry": true, "external_options": {}, "type": "str", "_input_type": "DropdownInput" }, "denkmalschutz": { "tool_mode": false, "trace_as_metadata": true, "list": false, "list_add_label": "Add More", "override_skip": false, "required": false, "placeholder": "", "show": true, "name": "denkmalschutz", "value": false, "display_name": "Steht das Gebäude unter Denkmalschutz?", "advanced": false, "api_editable": false, "dynamic": false, "info": "", "title_case": false, "track_in_telemetry": true, "type": "bool", "_input_type": "BoolInput" }, "denkmalnummer": { "tool_mode": false, "trace_as_metadata": true, "load_from_db": false, "list": false, "list_add_label": "Add More", "override_skip": false, "required": true, "placeholder": "", "show": true, "name": "denkmalnummer", "value": " ", "display_name": "Aktenzeichen Denkmalschutz?", "advanced": false, "api_editable": false, "dynamic": false, "info": "[visible_if denkmalschutz=true]", "title_case": false, "track_in_telemetry": false, "type": "str", "_input_type": "StrInput" }, "code": { "advanced": true, "api_editable": false, "dynamic": true, "fileTypes": [], "info": "", "list": false, "load_from_db": false, "multiline": true, "name": "code", "password": false, "placeholder": "", "required": true, "show": true, "title_case": false, "type": "code", "value": "\"\"\"Structured form-input component for kirche-einfach flows.\n\nA flow that starts with :class:`CustomInputForm` declares the fields of its\nweb form. The API reads the exported node template\n(``template`` minus ``code``) and derives ``{json_schema, ui_schema}`` from\nthe ``lfx.io`` input definitions below — one JSON-Schema property per field,\nkeyed by ``name``. Field metadata maps as follows:\n\n* ``display_name`` → ``title``, ``info`` → ``description``,\n ``value`` → ``default``, ``options`` → ``enum``\n* ``required`` → required array, ``advanced`` → ``ui:collapsed`` hint\n* ``_input_type`` → JSON type + widget (see ``app/flows/input_schema.py``)\n\n``collect()`` is fully dynamic: it emits every input except the plumbing\nones (``form_values``, ``code``), so fields can be renamed, added, or\nremoved in the Langflow code editor without touching this method.\n``name`` is the stable JSON key (freely renamable, must stay unique and\nnon-empty); downstream components read the keys as-is.\n\n``collect()`` returns ``Data`` (the LFX JSON type), not ``Message``: the\nvalues travel as a real JSON object. A terminal ``ChatOutput`` renders it\nas a fenced ```json block; components consuming it should read ``.data``\n(or ``get_text()``), not ``.text``.\n\n``FileInput`` is a stub for now: it carries a string reference only, real\nupload comes later.\n\"\"\"\n\nfrom __future__ import annotations\n\nimport json\nfrom typing import ClassVar\n\nfrom lfx.custom import Component\nfrom lfx.field_typing.range_spec import RangeSpec\nfrom lfx.io import (\n BoolInput,\n DropdownInput,\n FileInput,\n FloatInput,\n IntInput,\n MessageTextInput,\n MultilineInput,\n MultiselectInput,\n Output,\n SecretStrInput,\n SliderInput,\n StrInput,\n)\nfrom lfx.schema.data import Data\n\n\ndef _text(value) -> str:\n if value is None:\n return \"\"\n if hasattr(value, \"text\"):\n return value.text or \"\"\n return str(value)\n\n\ndef _json_safe(value):\n \"\"\"Plain JSON value for one field: unwrap LFX wrappers, keep scalars.\"\"\"\n if value is None or isinstance(value, (bool, int, float, str)):\n return value\n if isinstance(value, list):\n return [_json_safe(item) for item in value]\n if isinstance(value, dict):\n return {str(key): _json_safe(item) for key, item in value.items()}\n text = getattr(value, \"text\", None)\n if isinstance(text, str):\n return text\n data = getattr(value, \"data\", None)\n if isinstance(data, dict):\n return _json_safe(data)\n return str(value)\n\n\n#: Inputs that are plumbing, not form fields (never part of the output).\nPLUMBING_INPUTS = frozenset({\"form_values\", \"code\"})\n\n\nclass CustomInputForm(Component):\n display_name = \"CustomInput Form\"\n description = \"Collects structured form values into a single JSON object.\"\n icon = \"ClipboardList\"\n\n inputs: ClassVar[list] = [\n # Plumbing, not a form field: the API posts submitted web-form\n # values as the run envelope (same {\"payload\": {...}} shape the\n # other kirche components use); they arrive here through a ChatInput\n # entry node and override the defaults below. Hidden in the GUI and\n # skipped by the form parser (show=False).\n MessageTextInput(\n name=\"form_values\",\n display_name=\"Form values (JSON envelope)\",\n info=\"Submitted values as JSON; merged over the defaults\",\n value=\"\",\n show=False,\n ),\n StrInput(\n name=\"full_name\",\n display_name=\"Full name\",\n info=\"Your first and last name\",\n value=\"\",\n required=True,\n ),\n MultilineInput(\n name=\"notes\",\n display_name=\"Notes\",\n info=\"Anything else we should know\",\n value=\"\",\n ),\n SecretStrInput(\n name=\"password\",\n display_name=\"Password\",\n info=\"Optional access phrase\",\n value=\"\",\n ),\n IntInput(\n name=\"age\",\n display_name=\"Age\",\n info=\"Your age in years\",\n value=18,\n ),\n FloatInput(\n name=\"amount\",\n display_name=\"Amount\",\n info=\"Amount in euros\",\n value=0.0,\n ),\n BoolInput(\n name=\"newsletter\",\n display_name=\"Newsletter\",\n info=\"Send me the parish newsletter\",\n value=False,\n ),\n DropdownInput(\n name=\"department\",\n display_name=\"Department\",\n info=\"Which team is this for\",\n options=[\"Music\", \"Youth\", \"Seniors\", \"Admin\"],\n value=\"Music\",\n ),\n MultiselectInput(\n name=\"topics\",\n display_name=\"Topics\",\n info=\"What are you interested in\",\n options=[\"Worship\", \"Outreach\", \"Courses\"],\n value=[],\n ),\n SliderInput(\n name=\"satisfaction\",\n display_name=\"Satisfaction\",\n info=\"How satisfied are you (1-5)\",\n value=3,\n range_spec=RangeSpec(min=1, max=5, step=1),\n ),\n FileInput(\n name=\"attachment\",\n display_name=\"Attachment\",\n info=\"String reference only for now (no upload yet)\",\n file_types=[\"pdf\", \"png\", \"jpg\"],\n ),\n ]\n outputs: ClassVar[list] = [\n Output(display_name=\"Form Data\", name=\"form_data\", method=\"collect\"),\n ]\n\n def _field_names(self) -> list:\n \"\"\"Names of all form fields (every input except the plumbing ones).\"\"\"\n inputs = getattr(self, \"_inputs\", None)\n if isinstance(inputs, dict) and inputs:\n return [name for name in inputs if name not in PLUMBING_INPUTS]\n seen = []\n declared = getattr(self, \"inputs\", None) or getattr(type(self), \"inputs\", None) or []\n for inp in declared:\n name = getattr(inp, \"name\", None)\n if name and name not in PLUMBING_INPUTS and name not in seen:\n seen.append(name)\n return seen\n\n def _field_value(self, name: str):\n \"\"\"Runtime value of one input.\n\n Reads ``_inputs`` directly: a field renamed to e.g. ``name`` would\n otherwise resolve to the component attribute instead of its value.\n \"\"\"\n inputs = getattr(self, \"_inputs\", None)\n if isinstance(inputs, dict) and name in inputs:\n return getattr(inputs[name], \"value\", None)\n try:\n return getattr(self, name, None)\n except (AttributeError, ValueError):\n return None\n\n def collect(self) -> Data:\n data = {}\n for name in self._field_names():\n data[name] = _json_safe(self._field_value(name))\n # Submitted values (via form_values) win over the field defaults.\n # Accepts the raw dict or the run envelope {\"payload\": {...}}.\n # Unknown keys are kept: the frontend may already know renamed\n # fields this code revision does not declare.\n try:\n override = json.loads(_text(self.form_values) or \"{}\")\n except (json.JSONDecodeError, ValueError, AttributeError):\n override = {}\n if isinstance(override, dict):\n if isinstance(override.get(\"payload\"), dict):\n override = override[\"payload\"]\n for key, val in override.items():\n if isinstance(key, str) and key:\n data[key] = _json_safe(val)\n return Data(data=data)\n" }, "_type": "Component" }, "description": "Collects structured form values into a single JSON object.", "icon": "ClipboardList", "base_classes": [], "display_name": "CustomInput Form", "documentation": "", "minimized": false, "custom_fields": {}, "output_types": [], "pinned": false, "conditional_paths": [], "frozen": false, "outputs": [ { "types": [ "JSON" ], "selected": "JSON", "name": "form_data", "display_name": "Form Data", "method": "collect", "value": "__UNDEFINED__", "cache": true, "allows_loop": false, "group_outputs": false, "tool_mode": true } ], "field_order": [], "beta": false, "legacy": false, "edited": false, "metadata": {}, "tool_mode": false }, "type": "CustomInputForm", "id": "CustomInputForm-bauvorhaben", "showNode": true }, "id": "CustomInputForm-bauvorhaben", "measured": { "width": 320, "height": 200 }, "position": { "x": 400, "y": 200 }, "type": "genericNode" }, { "data": { "node": { "template": { "_type": "Component", "input_value": { "trace_as_metadata": true, "list": false, "list_add_label": "Add More", "override_skip": false, "required": true, "placeholder": "", "show": true, "name": "input_value", "value": "", "display_name": "Inputs", "advanced": false, "api_editable": false, "input_types": [ "Data", "JSON", "DataFrame", "Table", "Message" ], "dynamic": false, "info": "Message to be passed as output.", "title_case": false, "track_in_telemetry": false, "type": "other", "_input_type": "HandleInput" }, "clean_data": { "tool_mode": false, "trace_as_metadata": true, "list": false, "list_add_label": "Add More", "override_skip": false, "required": false, "placeholder": "", "show": true, "name": "clean_data", "value": true, "display_name": "Basic Clean Data", "advanced": true, "api_editable": false, "dynamic": false, "info": "Whether to clean data before converting to string.", "title_case": false, "track_in_telemetry": true, "type": "bool", "_input_type": "BoolInput" }, "code": { "type": "code", "required": true, "placeholder": "", "list": false, "show": true, "multiline": true, "value": "from collections.abc import Generator\nfrom typing import Any\n\nimport orjson\nfrom fastapi.encoders import jsonable_encoder\n\nfrom lfx.base.io.chat import ChatComponent\nfrom lfx.helpers.data import safe_convert\nfrom lfx.inputs.inputs import BoolInput, DropdownInput, HandleInput, MessageTextInput\nfrom lfx.schema.data import Data\nfrom lfx.schema.dataframe import DataFrame\nfrom lfx.schema.message import Message\nfrom lfx.schema.properties import Source\nfrom lfx.template.field.base import Output\nfrom lfx.utils.constants import (\n MESSAGE_SENDER_AI,\n MESSAGE_SENDER_NAME_AI,\n MESSAGE_SENDER_USER,\n)\n\n\nclass ChatOutput(ChatComponent):\n display_name = \"Chat Output\"\n description = \"Display a chat message in the Playground.\"\n documentation: str = \"https://docs.langflow.org/chat-input-and-output\"\n icon = \"MessagesSquare\"\n name = \"ChatOutput\"\n minimized = True\n\n inputs = [\n HandleInput(\n name=\"input_value\",\n display_name=\"Inputs\",\n info=\"Message to be passed as output.\",\n input_types=[\"Data\", \"JSON\", \"DataFrame\", \"Table\", \"Message\"],\n required=True,\n ),\n BoolInput(\n name=\"should_store_message\",\n display_name=\"Store Messages\",\n info=\"Store the message in the history.\",\n value=True,\n advanced=True,\n ),\n DropdownInput(\n name=\"sender\",\n display_name=\"Sender Type\",\n options=[MESSAGE_SENDER_AI, MESSAGE_SENDER_USER],\n value=MESSAGE_SENDER_AI,\n advanced=True,\n info=\"Type of sender.\",\n ),\n MessageTextInput(\n name=\"sender_name\",\n display_name=\"Sender Name\",\n info=\"Name of the sender.\",\n value=MESSAGE_SENDER_NAME_AI,\n advanced=True,\n ),\n MessageTextInput(\n name=\"session_id\",\n display_name=\"Session ID\",\n info=\"The session ID of the chat. If empty, the current session ID parameter will be used.\",\n advanced=True,\n ),\n MessageTextInput(\n name=\"context_id\",\n display_name=\"Context ID\",\n info=\"The context ID of the chat. Adds an extra layer to the local memory.\",\n value=\"\",\n advanced=True,\n ),\n MessageTextInput(\n name=\"data_template\",\n display_name=\"Data Template\",\n value=\"{text}\",\n advanced=True,\n info=\"Template to convert Data to Text. If left empty, it will be dynamically set to the Data's text key.\",\n ),\n BoolInput(\n name=\"clean_data\",\n display_name=\"Basic Clean Data\",\n value=True,\n advanced=True,\n info=\"Whether to clean data before converting to string.\",\n ),\n ]\n outputs = [\n Output(\n display_name=\"Output Message\",\n name=\"message\",\n method=\"message_response\",\n ),\n ]\n\n def _build_source(self, id_: str | None, display_name: str | None, source: str | None) -> Source:\n source_dict = {}\n if id_:\n source_dict[\"id\"] = id_\n if display_name:\n source_dict[\"display_name\"] = display_name\n if source:\n # Handle case where source is a ChatOpenAI object\n if hasattr(source, \"model_name\"):\n source_dict[\"source\"] = source.model_name\n elif hasattr(source, \"model\"):\n source_dict[\"source\"] = str(source.model)\n else:\n source_dict[\"source\"] = str(source)\n return Source(**source_dict)\n\n async def message_response(self) -> Message:\n # First convert the input to string if needed\n text = self.convert_to_string()\n\n # Get source properties\n source, _, display_name, source_id = self.get_properties_from_source_component()\n\n # Create or use existing Message object\n if isinstance(self.input_value, Message) and not self.is_connected_to_chat_input():\n message = self.input_value\n # Update message properties\n message.text = text\n # Preserve existing session_id from the incoming message if it exists\n existing_session_id = message.session_id\n else:\n message = Message(text=text)\n existing_session_id = None\n\n # Set message properties\n message.sender = self.sender\n message.sender_name = self.sender_name\n # Preserve session_id from incoming message, or use component/graph session_id\n message.session_id = (\n self.session_id or existing_session_id or (self.graph.session_id if hasattr(self, \"graph\") else None) or \"\"\n )\n message.context_id = self.context_id\n message.flow_id = self.graph.flow_id if hasattr(self, \"graph\") else None\n message.properties.source = self._build_source(source_id, display_name, source)\n\n # Store message if needed\n if message.session_id and self.should_store_message:\n stored_message = await self.send_message(message)\n self.message.value = stored_message\n message = stored_message\n\n # Set accumulated token usage from all upstream LLM vertices.\n # This must happen AFTER send_message() because streaming captures\n # usage from chunks and would overwrite accumulated totals.\n if hasattr(self, \"_vertex\") and self._vertex is not None:\n accumulated_usage = self._vertex._accumulate_upstream_token_usage() # noqa: SLF001\n if accumulated_usage:\n message.properties.usage = accumulated_usage\n if self.should_store_message and message.get_id():\n message = await self._update_stored_message(message)\n await self._send_message_event(message, id_=message.get_id())\n\n self.status = message\n return message\n\n def _serialize_data(self, data: Data) -> str:\n \"\"\"Serialize Data object to JSON string.\"\"\"\n # Convert data.data to JSON-serializable format\n serializable_data = jsonable_encoder(data.data)\n # Serialize with orjson, enabling pretty printing with indentation\n json_bytes = orjson.dumps(serializable_data, option=orjson.OPT_INDENT_2)\n # Convert bytes to string and wrap in Markdown code blocks\n return \"```json\\n\" + json_bytes.decode(\"utf-8\") + \"\\n```\"\n\n def _validate_input(self) -> None:\n \"\"\"Validate the input data and raise ValueError if invalid.\"\"\"\n if self.input_value is None:\n msg = \"Input data cannot be None\"\n raise ValueError(msg)\n if isinstance(self.input_value, list) and not all(\n isinstance(item, Message | Data | DataFrame | str) for item in self.input_value\n ):\n invalid_types = [\n type(item).__name__\n for item in self.input_value\n if not isinstance(item, Message | Data | DataFrame | str)\n ]\n msg = f\"Expected Data or DataFrame or Message or str, got {invalid_types}\"\n raise TypeError(msg)\n if not isinstance(\n self.input_value,\n Message | Data | DataFrame | str | list | Generator | type(None),\n ):\n type_name = type(self.input_value).__name__\n msg = f\"Expected Data or DataFrame or Message or str, Generator or None, got {type_name}\"\n raise TypeError(msg)\n\n def convert_to_string(self) -> str | Generator[Any, None, None]:\n \"\"\"Convert input data to string with proper error handling.\"\"\"\n self._validate_input()\n if isinstance(self.input_value, list):\n clean_data: bool = getattr(self, \"clean_data\", False)\n return \"\\n\".join([safe_convert(item, clean_data=clean_data) for item in self.input_value])\n if isinstance(self.input_value, Generator):\n return self.input_value\n return safe_convert(self.input_value)\n", "fileTypes": [], "file_path": "", "password": false, "name": "code", "advanced": true, "api_editable": false, "dynamic": true, "info": "", "load_from_db": false, "title_case": false }, "context_id": { "tool_mode": false, "trace_as_input": true, "trace_as_metadata": true, "load_from_db": false, "list": false, "list_add_label": "Add More", "override_skip": false, "required": false, "placeholder": "", "show": true, "name": "context_id", "value": "", "display_name": "Context ID", "advanced": true, "api_editable": false, "input_types": [ "Message" ], "dynamic": false, "info": "The context ID of the chat. Adds an extra layer to the local memory.", "title_case": false, "track_in_telemetry": false, "type": "str", "_input_type": "MessageTextInput" }, "data_template": { "tool_mode": false, "trace_as_input": true, "trace_as_metadata": true, "load_from_db": false, "list": false, "list_add_label": "Add More", "override_skip": false, "required": false, "placeholder": "", "show": true, "name": "data_template", "value": "{text}", "display_name": "Data Template", "advanced": true, "api_editable": false, "input_types": [ "Message" ], "dynamic": false, "info": "Template to convert Data to Text. If left empty, it will be dynamically set to the Data's text key.", "title_case": false, "track_in_telemetry": false, "type": "str", "_input_type": "MessageTextInput" }, "sender": { "tool_mode": false, "trace_as_metadata": true, "options": [ "Machine", "User" ], "options_metadata": [], "combobox": false, "dialog_inputs": {}, "toggle": false, "override_skip": false, "required": false, "placeholder": "", "show": true, "name": "sender", "value": "Machine", "display_name": "Sender Type", "advanced": true, "api_editable": false, "dynamic": false, "info": "Type of sender.", "title_case": false, "track_in_telemetry": true, "external_options": {}, "type": "str", "_input_type": "DropdownInput" }, "sender_name": { "tool_mode": false, "trace_as_input": true, "trace_as_metadata": true, "load_from_db": false, "list": false, "list_add_label": "Add More", "override_skip": false, "required": false, "placeholder": "", "show": true, "name": "sender_name", "value": "AI", "display_name": "Sender Name", "advanced": true, "api_editable": false, "input_types": [ "Message" ], "dynamic": false, "info": "Name of the sender.", "title_case": false, "track_in_telemetry": false, "type": "str", "_input_type": "MessageTextInput" }, "session_id": { "tool_mode": false, "trace_as_input": true, "trace_as_metadata": true, "load_from_db": false, "list": false, "list_add_label": "Add More", "override_skip": false, "required": false, "placeholder": "", "show": true, "name": "session_id", "value": "", "display_name": "Session ID", "advanced": true, "api_editable": false, "input_types": [ "Message" ], "dynamic": false, "info": "The session ID of the chat. If empty, the current session ID parameter will be used.", "title_case": false, "track_in_telemetry": false, "type": "str", "_input_type": "MessageTextInput" }, "should_store_message": { "tool_mode": false, "trace_as_metadata": true, "list": false, "list_add_label": "Add More", "override_skip": false, "required": false, "placeholder": "", "show": true, "name": "should_store_message", "value": true, "display_name": "Store Messages", "advanced": true, "api_editable": false, "dynamic": false, "info": "Store the message in the history.", "title_case": false, "track_in_telemetry": true, "type": "bool", "_input_type": "BoolInput" } }, "description": "Display a chat message in the Playground.", "icon": "MessagesSquare", "base_classes": [ "Message" ], "display_name": "Chat Output", "documentation": "https://docs.langflow.org/chat-input-and-output", "minimized": true, "custom_fields": {}, "output_types": [], "pinned": false, "conditional_paths": [], "frozen": false, "outputs": [ { "types": [ "Message" ], "selected": "Message", "name": "message", "display_name": "Output Message", "method": "message_response", "value": "__UNDEFINED__", "cache": true, "allows_loop": false, "group_outputs": false, "tool_mode": true } ], "field_order": [], "beta": false, "legacy": false, "edited": false, "metadata": {}, "tool_mode": false }, "type": "ChatOutput", "id": "ChatOutput-collected", "showNode": true }, "id": "ChatOutput-collected", "measured": { "width": 320, "height": 200 }, "position": { "x": 800, "y": 200 }, "type": "genericNode" } ], "edges": [ { "animated": false, "className": "", "data": { "sourceHandle": { "dataType": "ChatInput", "id": "ChatInput-entry", "name": "message", "output_types": [ "Message" ] }, "targetHandle": { "fieldName": "form_values", "id": "CustomInputForm-bauvorhaben", "inputTypes": [ "Message" ], "type": "str" } }, "id": "xy-edge__{œdataTypeœ: œChatInputœ, œidœ: œChatInput-entryœ, œnameœ: œmessageœ, œoutput_typesœ: [œMessageœ]}-{œfieldNameœ: œform_valuesœ, œidœ: œCustomInputForm-bauvorhabenœ, œinputTypesœ: [œMessageœ], œtypeœ: œstrœ}", "selected": false, "source": "ChatInput-entry", "sourceHandle": "{œdataTypeœ: œChatInputœ, œidœ: œChatInput-entryœ, œnameœ: œmessageœ, œoutput_typesœ: [œMessageœ]}", "target": "CustomInputForm-bauvorhaben", "targetHandle": "{œfieldNameœ: œform_valuesœ, œidœ: œCustomInputForm-bauvorhabenœ, œinputTypesœ: [œMessageœ], œtypeœ: œstrœ}" }, { "animated": false, "className": "", "data": { "sourceHandle": { "dataType": "CustomInputForm", "id": "CustomInputForm-bauvorhaben", "name": "form_data", "output_types": [ "JSON" ] }, "targetHandle": { "fieldName": "input_value", "id": "ChatOutput-collected", "inputTypes": [ "Data", "JSON", "DataFrame", "Table", "Message" ], "type": "other" } }, "id": "xy-edge__{œdataTypeœ: œCustomInputFormœ, œidœ: œCustomInputForm-bauvorhabenœ, œnameœ: œform_dataœ, œoutput_typesœ: [œJSONœ]}-{œfieldNameœ: œinput_valueœ, œidœ: œChatOutput-collectedœ, œinputTypesœ: [œDataœ, œJSONœ, œDataFrameœ, œTableœ, œMessageœ], œtypeœ: œotherœ}", "selected": false, "source": "CustomInputForm-bauvorhaben", "sourceHandle": "{œdataTypeœ: œCustomInputFormœ, œidœ: œCustomInputForm-bauvorhabenœ, œnameœ: œform_dataœ, œoutput_typesœ: [œJSONœ]}", "target": "ChatOutput-collected", "targetHandle": "{œfieldNameœ: œinput_valueœ, œidœ: œChatOutput-collectedœ, œinputTypesœ: [œDataœ, œJSONœ, œDataFrameœ, œTableœ, œMessageœ], œtypeœ: œotherœ}" } ], "viewport": { "x": 0, "y": 0, "zoom": 1 } }, "description": "Bauvorhaben: verzweigtes Formular mit mehrstufigen Abhängigkeiten (CustomInputForm).", "endpoint_name": null, "icon": null, "icon_bg_color": null, "id": "e3c345da-f97c-5767-983b-afdc44296f99", "is_component": false, "locked": false, "mcp_enabled": false, "name": "bauvorhaben", "tags": [], "webhook": false }