memory_chatbot.json

{"id":"8c4e757e-4bbf-45b0-b131-14a3e9af1836","data":{"nodes":[{"data":{"id":"Memory-FvisK","node":{"base_classes":["Data","Message"],"beta":false,"conditional_paths":[],"custom_fields":{},"description":"Retrieves stored chat messages.","display_name":"Chat Memory","documentation":"","edited":false,"field_order":["sender","sender_name","n_messages","session_id","order","template"],"frozen":false,"icon":"message-square-more","output_types":[],"outputs":[{"cache":true,"display_name":"Chat History","method":"retrieve_messages","name":"messages","selected":"Data","types":["Data"],"value":"__UNDEFINED__"},{"cache":true,"display_name":"Messages (Text)","hidden":false,"method":"retrieve_messages_as_text","name":"messages_text","selected":"Message","types":["Message"],"value":"__UNDEFINED__"}],"pinned":false,"template":{"_type":"Component","code":{"advanced":true,"dynamic":true,"fileTypes":[],"file_path":"","info":"","list":false,"load_from_db":false,"multiline":true,"name":"code","password":false,"placeholder":"","required":true,"show":true,"title_case":false,"type":"code","value":"from langflow.custom import Component\nfrom langflow.helpers.data import data_to_text\nfrom langflow.io import DropdownInput, IntInput, MessageTextInput, MultilineInput, Output\nfrom langflow.memory import get_messages\nfrom langflow.schema import Data\nfrom langflow.schema.message import Message\n\n\nclass MemoryComponent(Component):\n    display_name = \"Chat Memory\"\n    description = \"Retrieves stored chat messages.\"\n    icon = \"message-square-more\"\n\n    inputs = [\n        DropdownInput(\n            name=\"sender\",\n            display_name=\"Sender Type\",\n            options=[\"Machine\", \"User\", \"Machine and User\"],\n            value=\"Machine and 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            advanced=True,\n        ),\n        IntInput(\n            name=\"n_messages\",\n            display_name=\"Number of Messages\",\n            value=100,\n            info=\"Number of messages to retrieve.\",\n            advanced=True,\n        ),\n        MessageTextInput(\n            name=\"session_id\",\n            display_name=\"Session ID\",\n            info=\"Session ID of the chat history.\",\n            advanced=True,\n        ),\n        DropdownInput(\n            name=\"order\",\n            display_name=\"Order\",\n            options=[\"Ascending\", \"Descending\"],\n            value=\"Ascending\",\n            info=\"Order of the messages.\",\n            advanced=True,\n        ),\n        MultilineInput(\n            name=\"template\",\n            display_name=\"Template\",\n            info=\"The template to use for formatting the data. It can contain the keys {text}, {sender} or any other key in the message data.\",\n            value=\"{sender_name}: {text}\",\n            advanced=True,\n        ),\n    ]\n\n    outputs = [\n        Output(display_name=\"Chat History\", name=\"messages\", method=\"retrieve_messages\"),\n        Output(display_name=\"Messages (Text)\", name=\"messages_text\", method=\"retrieve_messages_as_text\"),\n    ]\n\n    def retrieve_messages(self) -> Data:\n        sender = self.sender\n        sender_name = self.sender_name\n        session_id = self.session_id\n        n_messages = self.n_messages\n        order = \"DESC\" if self.order == \"Descending\" else \"ASC\"\n\n        if sender == \"Machine and User\":\n            sender = None\n\n        messages = get_messages(\n            sender=sender,\n            sender_name=sender_name,\n            session_id=session_id,\n            limit=n_messages,\n            order=order,\n        )\n        self.status = messages\n        return messages\n\n    def retrieve_messages_as_text(self) -> Message:\n        messages_text = data_to_text(self.template, self.retrieve_messages())\n        self.status = messages_text\n        return Message(text=messages_text)\n"},"n_messages":{"advanced":true,"display_name":"Number of Messages","dynamic":false,"info":"Number of messages to retrieve.","list":false,"name":"n_messages","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_metadata":true,"type":"int","value":100},"order":{"advanced":true,"display_name":"Order","dynamic":false,"info":"Order of the messages.","name":"order","options":["Ascending","Descending"],"placeholder":"","required":false,"show":true,"title_case":false,"trace_as_metadata":true,"type":"str","value":"Ascending"},"sender":{"advanced":true,"display_name":"Sender Type","dynamic":false,"info":"Type of sender.","name":"sender","options":["Machine","User","Machine and User"],"placeholder":"","required":false,"show":true,"title_case":false,"trace_as_metadata":true,"type":"str","value":"Machine and User"},"sender_name":{"advanced":true,"display_name":"Sender Name","dynamic":false,"info":"Name of the sender.","input_types":["Message"],"list":false,"load_from_db":false,"name":"sender_name","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_input":true,"trace_as_metadata":true,"type":"str","value":""},"session_id":{"advanced":true,"display_name":"Session ID","dynamic":false,"info":"Session ID of the chat history.","input_types":["Message"],"list":false,"load_from_db":false,"name":"session_id","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_input":true,"trace_as_metadata":true,"type":"str","value":""},"template":{"advanced":true,"display_name":"Template","dynamic":false,"info":"The template to use for formatting the data. It can contain the keys {text}, {sender} or any other key in the message data.","input_types":["Message"],"list":false,"load_from_db":false,"multiline":true,"name":"template","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_input":true,"trace_as_metadata":true,"type":"str","value":"{sender_name}: {text}"}}},"type":"Memory"},"dragging":false,"height":267,"id":"Memory-FvisK","position":{"x":1264.7588980556088,"y":506.6868269980502},"positionAbsolute":{"x":1264.7588980556088,"y":506.6868269980502},"selected":false,"type":"genericNode","width":384},{"data":{"description":"Create a prompt template with dynamic variables.","display_name":"Prompt","id":"Prompt-e7qkR","node":{"base_classes":["Message"],"beta":false,"conditional_paths":[],"custom_fields":{"template":["context","user_message"]},"description":"Create a prompt template with dynamic variables.","display_name":"Prompt","documentation":"","edited":false,"error":null,"field_order":["template"],"frozen":false,"full_path":null,"icon":"prompts","is_composition":null,"is_input":null,"is_output":null,"name":"","output_types":[],"outputs":[{"cache":true,"display_name":"Prompt Message","hidden":false,"method":"build_prompt","name":"prompt","selected":"Message","types":["Message"],"value":"__UNDEFINED__"}],"pinned":false,"template":{"_type":"Component","code":{"advanced":true,"dynamic":true,"fileTypes":[],"file_path":"","info":"","list":false,"load_from_db":false,"multiline":true,"name":"code","password":false,"placeholder":"","required":true,"show":true,"title_case":false,"type":"code","value":"from langflow.base.prompts.api_utils import process_prompt_template\nfrom langflow.custom import Component\nfrom langflow.io import Output, PromptInput\nfrom langflow.schema.message import Message\nfrom langflow.template.utils import update_template_values\n\n\nclass PromptComponent(Component):\n    display_name: str = \"Prompt\"\n    description: str = \"Create a prompt template with dynamic variables.\"\n    icon = \"prompts\"\n    trace_type = \"prompt\"\n\n    inputs = [\n        PromptInput(name=\"template\", display_name=\"Template\"),\n    ]\n\n    outputs = [\n        Output(display_name=\"Prompt Message\", name=\"prompt\", method=\"build_prompt\"),\n    ]\n\n    async def build_prompt(\n        self,\n    ) -> Message:\n        prompt = await Message.from_template_and_variables(**self._attributes)\n        self.status = prompt.text\n        return prompt\n\n    def post_code_processing(self, new_build_config: dict, current_build_config: dict):\n        \"\"\"\n        This function is called after the code validation is done.\n        \"\"\"\n        frontend_node = super().post_code_processing(new_build_config, current_build_config)\n        template = frontend_node[\"template\"][\"template\"][\"value\"]\n        _ = process_prompt_template(\n            template=template,\n            name=\"template\",\n            custom_fields=frontend_node[\"custom_fields\"],\n            frontend_node_template=frontend_node[\"template\"],\n        )\n        # Now that template is updated, we need to grab any values that were set in the current_build_config\n        # and update the frontend_node with those values\n        update_template_values(frontend_template=frontend_node, raw_template=current_build_config[\"template\"])\n        return frontend_node\n"},"context":{"advanced":false,"display_name":"context","dynamic":false,"field_type":"str","fileTypes":[],"file_path":"","info":"","input_types":["Message","Text"],"list":false,"load_from_db":false,"multiline":true,"name":"context","password":false,"placeholder":"","required":false,"show":true,"title_case":false,"type":"str","value":""},"template":{"advanced":false,"display_name":"Template","dynamic":false,"info":"","list":false,"name":"template","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_input":true,"type":"prompt","value":"{context}\n\nUser: {user_message}\nAI: "},"user_message":{"advanced":false,"display_name":"user_message","dynamic":false,"field_type":"str","fileTypes":[],"file_path":"","info":"","input_types":["Message","Text"],"list":false,"load_from_db":false,"multiline":true,"name":"user_message","password":false,"placeholder":"","required":false,"show":true,"title_case":false,"type":"str","value":""}}},"type":"Prompt"},"dragging":false,"height":517,"id":"Prompt-e7qkR","position":{"x":1880.8227904110583,"y":625.8049209882275},"positionAbsolute":{"x":1880.8227904110583,"y":625.8049209882275},"selected":false,"type":"genericNode","width":384},{"data":{"id":"ChatInput-ZVCpy","node":{"base_classes":["Message"],"beta":false,"conditional_paths":[],"custom_fields":{},"description":"Get chat inputs from the Playground.","display_name":"Chat Input","documentation":"","edited":false,"field_order":["input_value","sender","sender_name","session_id","files"],"frozen":false,"icon":"ChatInput","output_types":[],"outputs":[{"cache":true,"display_name":"Message","hidden":false,"method":"message_response","name":"message","selected":"Message","types":["Message"],"value":"__UNDEFINED__"}],"pinned":false,"template":{"_type":"Component","code":{"advanced":true,"dynamic":true,"fileTypes":[],"file_path":"","info":"","list":false,"load_from_db":false,"multiline":true,"name":"code","password":false,"placeholder":"","required":true,"show":true,"title_case":false,"type":"code","value":"from langflow.base.data.utils import IMG_FILE_TYPES, TEXT_FILE_TYPES\nfrom langflow.base.io.chat import ChatComponent\nfrom langflow.io import DropdownInput, FileInput, MessageTextInput, MultilineInput, Output\nfrom langflow.schema.message import Message\n\n\nclass ChatInput(ChatComponent):\n    display_name = \"Chat Input\"\n    description = \"Get chat inputs from the Playground.\"\n    icon = \"ChatInput\"\n\n    inputs = [\n        MultilineInput(\n            name=\"input_value\",\n            display_name=\"Text\",\n            value=\"\",\n            info=\"Message to be passed as input.\",\n        ),\n        DropdownInput(\n            name=\"sender\",\n            display_name=\"Sender Type\",\n            options=[\"Machine\", \"User\"],\n            value=\"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=\"User\",\n            advanced=True,\n        ),\n        MessageTextInput(\n            name=\"session_id\", display_name=\"Session ID\", info=\"Session ID for the message.\", 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        ),\n    ]\n    outputs = [\n        Output(display_name=\"Message\", name=\"message\", method=\"message_response\"),\n    ]\n\n    def message_response(self) -> Message:\n        message = Message(\n            text=self.input_value,\n            sender=self.sender,\n            sender_name=self.sender_name,\n            session_id=self.session_id,\n            files=self.files,\n        )\n        if self.session_id and isinstance(message, Message) and isinstance(message.text, str):\n            self.store_message(message)\n            self.message.value = message\n\n        self.status = message\n        return message\n"},"files":{"advanced":true,"display_name":"Files","dynamic":false,"fileTypes":["txt","md","mdx","csv","json","yaml","yml","xml","html","htm","pdf","docx","py","sh","sql","js","ts","tsx","jpg","jpeg","png","bmp","image"],"file_path":"","info":"Files to be sent with the message.","list":true,"name":"files","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_metadata":true,"type":"file","value":""},"input_value":{"advanced":false,"display_name":"Text","dynamic":false,"info":"Message to be passed as input.","input_types":["Message"],"list":false,"load_from_db":false,"multiline":true,"name":"input_value","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_input":true,"trace_as_metadata":true,"type":"str","value":"Hello"},"sender":{"advanced":true,"display_name":"Sender Type","dynamic":false,"info":"Type of sender.","name":"sender","options":["Machine","User"],"placeholder":"","required":false,"show":true,"title_case":false,"trace_as_metadata":true,"type":"str","value":"User"},"sender_name":{"advanced":true,"display_name":"Sender Name","dynamic":false,"info":"Name of the sender.","input_types":["Message"],"list":false,"load_from_db":false,"name":"sender_name","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_input":true,"trace_as_metadata":true,"type":"str","value":"User"},"session_id":{"advanced":true,"display_name":"Session ID","dynamic":false,"info":"Session ID for the message.","input_types":["Message"],"list":false,"load_from_db":false,"name":"session_id","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_input":true,"trace_as_metadata":true,"type":"str","value":""}}},"type":"ChatInput"},"dragging":false,"height":309,"id":"ChatInput-ZVCpy","position":{"x":1275.9262193671882,"y":836.1228056896347},"positionAbsolute":{"x":1275.9262193671882,"y":836.1228056896347},"selected":false,"type":"genericNode","width":384},{"data":{"id":"OpenAIModel-YWZWf","node":{"base_classes":["LanguageModel","Message"],"beta":false,"conditional_paths":[],"custom_fields":{},"description":"Generates text using OpenAI LLMs.","display_name":"OpenAI","documentation":"","edited":false,"field_order":["input_value","max_tokens","model_kwargs","output_schema","model_name","openai_api_base","openai_api_key","temperature","stream","system_message","seed"],"frozen":false,"icon":"OpenAI","output_types":[],"outputs":[{"cache":true,"display_name":"Text","hidden":false,"method":"text_response","name":"text_output","selected":"Message","types":["Message"],"value":"__UNDEFINED__"},{"cache":true,"display_name":"Language Model","method":"build_model","name":"model_output","selected":"LanguageModel","types":["LanguageModel"],"value":"__UNDEFINED__"}],"pinned":false,"template":{"_type":"Component","code":{"advanced":true,"dynamic":true,"fileTypes":[],"file_path":"","info":"","list":false,"load_from_db":false,"multiline":true,"name":"code","password":false,"placeholder":"","required":true,"show":true,"title_case":false,"type":"code","value":"import operator\nfrom functools import reduce\n\nfrom langchain_openai import ChatOpenAI\nfrom pydantic.v1 import SecretStr\n\nfrom langflow.base.constants import STREAM_INFO_TEXT\nfrom langflow.base.models.model import LCModelComponent\nfrom langflow.base.models.openai_constants import MODEL_NAMES\nfrom langflow.field_typing import LanguageModel\nfrom langflow.inputs import (\n    BoolInput,\n    DictInput,\n    DropdownInput,\n    FloatInput,\n    IntInput,\n    MessageInput,\n    SecretStrInput,\n    StrInput,\n)\n\n\nclass OpenAIModelComponent(LCModelComponent):\n    display_name = \"OpenAI\"\n    description = \"Generates text using OpenAI LLMs.\"\n    icon = \"OpenAI\"\n\n    inputs = [\n        MessageInput(name=\"input_value\", display_name=\"Input\"),\n        IntInput(\n            name=\"max_tokens\",\n            display_name=\"Max Tokens\",\n            advanced=True,\n            info=\"The maximum number of tokens to generate. Set to 0 for unlimited tokens.\",\n        ),\n        DictInput(name=\"model_kwargs\", display_name=\"Model Kwargs\", advanced=True),\n        DictInput(\n            name=\"output_schema\",\n            is_list=True,\n            display_name=\"Schema\",\n            advanced=True,\n            info=\"The schema for the Output of the model. You must pass the word JSON in the prompt. If left blank, JSON mode will be disabled.\",\n        ),\n        DropdownInput(\n            name=\"model_name\", display_name=\"Model Name\", advanced=False, options=MODEL_NAMES, value=MODEL_NAMES[0]\n        ),\n        StrInput(\n            name=\"openai_api_base\",\n            display_name=\"OpenAI API Base\",\n            advanced=True,\n            info=\"The base URL of the OpenAI API. Defaults to https://api.openai.com/v1. You can change this to use other APIs like JinaChat, LocalAI and Prem.\",\n        ),\n        SecretStrInput(\n            name=\"openai_api_key\",\n            display_name=\"OpenAI API Key\",\n            info=\"The OpenAI API Key to use for the OpenAI model.\",\n            advanced=False,\n            value=\"OPENAI_API_KEY\",\n        ),\n        FloatInput(name=\"temperature\", display_name=\"Temperature\", value=0.1),\n        BoolInput(name=\"stream\", display_name=\"Stream\", info=STREAM_INFO_TEXT, advanced=True),\n        StrInput(\n            name=\"system_message\",\n            display_name=\"System Message\",\n            info=\"System message to pass to the model.\",\n            advanced=True,\n        ),\n        IntInput(\n            name=\"seed\",\n            display_name=\"Seed\",\n            info=\"The seed controls the reproducibility of the job.\",\n            advanced=True,\n            value=1,\n        ),\n    ]\n\n    def build_model(self) -> LanguageModel:\n        # self.output_schea is a list of dictionaries\n        # let's convert it to a dictionary\n        output_schema_dict: dict[str, str] = reduce(operator.ior, self.output_schema or {}, {})\n        openai_api_key = self.openai_api_key\n        temperature = self.temperature\n        model_name: str = self.model_name\n        max_tokens = self.max_tokens\n        model_kwargs = self.model_kwargs or {}\n        openai_api_base = self.openai_api_base or \"https://api.openai.com/v1\"\n        json_mode = bool(output_schema_dict)\n        seed = self.seed\n        model_kwargs[\"seed\"] = seed\n\n        if openai_api_key:\n            api_key = SecretStr(openai_api_key)\n        else:\n            api_key = None\n        output = ChatOpenAI(\n            max_tokens=max_tokens or None,\n            model_kwargs=model_kwargs,\n            model=model_name,\n            base_url=openai_api_base,\n            api_key=api_key,\n            temperature=temperature or 0.1,\n        )\n        if json_mode:\n            output = output.with_structured_output(schema=output_schema_dict, method=\"json_mode\")  # type: ignore\n\n        return output\n\n    def _get_exception_message(self, e: Exception):\n        \"\"\"\n        Get a message from an OpenAI exception.\n\n        Args:\n            exception (Exception): The exception to get the message from.\n\n        Returns:\n            str: The message from the exception.\n        \"\"\"\n\n        try:\n            from openai import BadRequestError\n        except ImportError:\n            return\n        if isinstance(e, BadRequestError):\n            message = e.body.get(\"message\")  # type: ignore\n            if message:\n                return message\n        return\n"},"input_value":{"advanced":false,"display_name":"Input","dynamic":false,"info":"","input_types":["Message"],"list":false,"load_from_db":false,"name":"input_value","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_input":true,"trace_as_metadata":true,"type":"str","value":""},"max_tokens":{"advanced":true,"display_name":"Max Tokens","dynamic":false,"info":"The maximum number of tokens to generate. Set to 0 for unlimited tokens.","list":false,"name":"max_tokens","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_metadata":true,"type":"int","value":""},"model_kwargs":{"advanced":true,"display_name":"Model Kwargs","dynamic":false,"info":"","list":false,"name":"model_kwargs","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_input":true,"type":"dict","value":{}},"model_name":{"advanced":false,"display_name":"Model Name","dynamic":false,"info":"","name":"model_name","options":["gpt-4o","gpt-4-turbo","gpt-4-turbo-preview","gpt-3.5-turbo","gpt-3.5-turbo-0125"],"placeholder":"","required":false,"show":true,"title_case":false,"trace_as_metadata":true,"type":"str","value":"gpt-4o"},"openai_api_base":{"advanced":true,"display_name":"OpenAI API Base","dynamic":false,"info":"The base URL of the OpenAI API. Defaults to https://api.openai.com/v1. You can change this to use other APIs like JinaChat, LocalAI and Prem.","list":false,"load_from_db":false,"name":"openai_api_base","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_metadata":true,"type":"str","value":""},"openai_api_key":{"advanced":false,"display_name":"OpenAI API Key","dynamic":false,"info":"The OpenAI API Key to use for the OpenAI model.","input_types":[],"load_from_db":true,"name":"openai_api_key","password":true,"placeholder":"","required":false,"show":true,"title_case":false,"type":"str","value":""},"output_schema":{"advanced":true,"display_name":"Schema","dynamic":false,"info":"The schema for the Output of the model. You must pass the word JSON in the prompt. If left blank, JSON mode will be disabled.","list":true,"name":"output_schema","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_input":true,"type":"dict","value":{}},"seed":{"advanced":true,"display_name":"Seed","dynamic":false,"info":"The seed controls the reproducibility of the job.","list":false,"name":"seed","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_metadata":true,"type":"int","value":1},"stream":{"advanced":true,"display_name":"Stream","dynamic":false,"info":"Stream the response from the model. Streaming works only in Chat.","list":false,"name":"stream","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_metadata":true,"type":"bool","value":false},"system_message":{"advanced":true,"display_name":"System Message","dynamic":false,"info":"System message to pass to the model.","list":false,"load_from_db":false,"name":"system_message","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_metadata":true,"type":"str","value":""},"temperature":{"advanced":false,"display_name":"Temperature","dynamic":false,"info":"","list":false,"name":"temperature","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_metadata":true,"type":"float","value":0.1}}},"type":"OpenAIModel"},"dragging":false,"height":622,"id":"OpenAIModel-YWZWf","position":{"x":2428.0215346784357,"y":569.9683144303319},"positionAbsolute":{"x":2428.0215346784357,"y":569.9683144303319},"selected":false,"type":"genericNode","width":384},{"data":{"id":"ChatOutput-gADpg","node":{"base_classes":["Message"],"beta":false,"conditional_paths":[],"custom_fields":{},"description":"Display a chat message in the Playground.","display_name":"Chat Output","documentation":"","edited":false,"field_order":["input_value","sender","sender_name","session_id","data_template"],"frozen":false,"icon":"ChatOutput","output_types":[],"outputs":[{"cache":true,"display_name":"Message","method":"message_response","name":"message","selected":"Message","types":["Message"],"value":"__UNDEFINED__"}],"pinned":false,"template":{"_type":"Component","code":{"advanced":true,"dynamic":true,"fileTypes":[],"file_path":"","info":"","list":false,"load_from_db":false,"multiline":true,"name":"code","password":false,"placeholder":"","required":true,"show":true,"title_case":false,"type":"code","value":"from langflow.base.io.chat import ChatComponent\nfrom langflow.io import DropdownInput, MessageTextInput, Output\nfrom langflow.schema.message import Message\n\n\nclass ChatOutput(ChatComponent):\n    display_name = \"Chat Output\"\n    description = \"Display a chat message in the Playground.\"\n    icon = \"ChatOutput\"\n\n    inputs = [\n        MessageTextInput(\n            name=\"input_value\",\n            display_name=\"Text\",\n            info=\"Message to be passed as output.\",\n        ),\n        DropdownInput(\n            name=\"sender\",\n            display_name=\"Sender Type\",\n            options=[\"Machine\", \"User\"],\n            value=\"Machine\",\n            advanced=True,\n            info=\"Type of sender.\",\n        ),\n        MessageTextInput(\n            name=\"sender_name\", display_name=\"Sender Name\", info=\"Name of the sender.\", value=\"AI\", advanced=True\n        ),\n        MessageTextInput(\n            name=\"session_id\", display_name=\"Session ID\", info=\"Session ID for the message.\", 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    ]\n    outputs = [\n        Output(display_name=\"Message\", name=\"message\", method=\"message_response\"),\n    ]\n\n    def message_response(self) -> Message:\n        message = Message(\n            text=self.input_value,\n            sender=self.sender,\n            sender_name=self.sender_name,\n            session_id=self.session_id,\n        )\n        if self.session_id and isinstance(message, Message) and isinstance(message.text, str):\n            self.store_message(message)\n            self.message.value = message\n\n        self.status = message\n        return message\n"},"data_template":{"advanced":true,"display_name":"Data Template","dynamic":false,"info":"Template to convert Data to Text. If left empty, it will be dynamically set to the Data's text key.","input_types":["Message"],"list":false,"load_from_db":false,"name":"data_template","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_input":true,"trace_as_metadata":true,"type":"str","value":"{text}"},"input_value":{"advanced":false,"display_name":"Text","dynamic":false,"info":"Message to be passed as output.","input_types":["Message"],"list":false,"load_from_db":false,"name":"input_value","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_input":true,"trace_as_metadata":true,"type":"str","value":""},"sender":{"advanced":true,"display_name":"Sender Type","dynamic":false,"info":"Type of sender.","name":"sender","options":["Machine","User"],"placeholder":"","required":false,"show":true,"title_case":false,"trace_as_metadata":true,"type":"str","value":"Machine"},"sender_name":{"advanced":true,"display_name":"Sender Name","dynamic":false,"info":"Name of the sender.","input_types":["Message"],"list":false,"load_from_db":false,"name":"sender_name","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_input":true,"trace_as_metadata":true,"type":"str","value":"AI"},"session_id":{"advanced":true,"display_name":"Session ID","dynamic":false,"info":"Session ID for the message.","input_types":["Message"],"list":false,"load_from_db":false,"name":"session_id","placeholder":"","required":false,"show":true,"title_case":false,"trace_as_input":true,"trace_as_metadata":true,"type":"str","value":""}}},"type":"ChatOutput"},"dragging":false,"height":308,"id":"ChatOutput-gADpg","position":{"x":2988.248820475989,"y":705.837390387878},"positionAbsolute":{"x":2988.248820475989,"y":705.837390387878},"selected":false,"type":"genericNode","width":384}],"edges":[{"data":{"sourceHandle":{"dataType":"Memory","id":"Memory-FvisK","name":"messages_text","output_types":["Message"]},"targetHandle":{"fieldName":"context","id":"Prompt-e7qkR","inputTypes":["Message","Text"],"type":"str"}},"id":"reactflow__edge-Memory-FvisK{œdataTypeœ:œMemoryœ,œidœ:œMemory-FvisKœ,œnameœ:œmessages_textœ,œoutput_typesœ:[œMessageœ]}-Prompt-e7qkR{œfieldNameœ:œcontextœ,œidœ:œPrompt-e7qkRœ,œinputTypesœ:[œMessageœ,œTextœ],œtypeœ:œstrœ}","source":"Memory-FvisK","sourceHandle":"{œdataTypeœ:œMemoryœ,œidœ:œMemory-FvisKœ,œnameœ:œmessages_textœ,œoutput_typesœ:[œMessageœ]}","target":"Prompt-e7qkR","targetHandle":"{œfieldNameœ:œcontextœ,œidœ:œPrompt-e7qkRœ,œinputTypesœ:[œMessageœ,œTextœ],œtypeœ:œstrœ}","className":""},{"data":{"sourceHandle":{"dataType":"ChatInput","id":"ChatInput-ZVCpy","name":"message","output_types":["Message"]},"targetHandle":{"fieldName":"user_message","id":"Prompt-e7qkR","inputTypes":["Message","Text"],"type":"str"}},"id":"reactflow__edge-ChatInput-ZVCpy{œdataTypeœ:œChatInputœ,œidœ:œChatInput-ZVCpyœ,œnameœ:œmessageœ,œoutput_typesœ:[œMessageœ]}-Prompt-e7qkR{œfieldNameœ:œuser_messageœ,œidœ:œPrompt-e7qkRœ,œinputTypesœ:[œMessageœ,œTextœ],œtypeœ:œstrœ}","source":"ChatInput-ZVCpy","sourceHandle":"{œdataTypeœ:œChatInputœ,œidœ:œChatInput-ZVCpyœ,œnameœ:œmessageœ,œoutput_typesœ:[œMessageœ]}","target":"Prompt-e7qkR","targetHandle":"{œfieldNameœ:œuser_messageœ,œidœ:œPrompt-e7qkRœ,œinputTypesœ:[œMessageœ,œTextœ],œtypeœ:œstrœ}","className":""},{"data":{"sourceHandle":{"dataType":"Prompt","id":"Prompt-e7qkR","name":"prompt","output_types":["Message"]},"targetHandle":{"fieldName":"input_value","id":"OpenAIModel-YWZWf","inputTypes":["Message"],"type":"str"}},"id":"reactflow__edge-Prompt-e7qkR{œdataTypeœ:œPromptœ,œidœ:œPrompt-e7qkRœ,œnameœ:œpromptœ,œoutput_typesœ:[œMessageœ]}-OpenAIModel-YWZWf{œfieldNameœ:œinput_valueœ,œidœ:œOpenAIModel-YWZWfœ,œinputTypesœ:[œMessageœ],œtypeœ:œstrœ}","source":"Prompt-e7qkR","sourceHandle":"{œdataTypeœ:œPromptœ,œidœ:œPrompt-e7qkRœ,œnameœ:œpromptœ,œoutput_typesœ:[œMessageœ]}","target":"OpenAIModel-YWZWf","targetHandle":"{œfieldNameœ:œinput_valueœ,œidœ:œOpenAIModel-YWZWfœ,œinputTypesœ:[œMessageœ],œtypeœ:œstrœ}","className":""},{"data":{"sourceHandle":{"dataType":"OpenAIModel","id":"OpenAIModel-YWZWf","name":"text_output","output_types":["Message"]},"targetHandle":{"fieldName":"input_value","id":"ChatOutput-gADpg","inputTypes":["Message"],"type":"str"}},"id":"reactflow__edge-OpenAIModel-YWZWf{œdataTypeœ:œOpenAIModelœ,œidœ:œOpenAIModel-YWZWfœ,œnameœ:œtext_outputœ,œoutput_typesœ:[œMessageœ]}-ChatOutput-gADpg{œfieldNameœ:œinput_valueœ,œidœ:œChatOutput-gADpgœ,œinputTypesœ:[œMessageœ],œtypeœ:œstrœ}","source":"OpenAIModel-YWZWf","sourceHandle":"{œdataTypeœ:œOpenAIModelœ,œidœ:œOpenAIModel-YWZWfœ,œnameœ:œtext_outputœ,œoutput_typesœ:[œMessageœ]}","target":"ChatOutput-gADpg","targetHandle":"{œfieldNameœ:œinput_valueœ,œidœ:œChatOutput-gADpgœ,œinputTypesœ:[œMessageœ],œtypeœ:œstrœ}","className":""}],"viewport":{"x":0,"y":0,"zoom":1}},"description":"This project can be used as a starting point for building a Chat experience with user specific memory. You can set a different Session ID to start a new message history.","name":"memory_chatbot","last_tested_version":"1.0.5","endpoint_name":null,"is_component":false}