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SystemMessage Example.json
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"type": "LLMChain",
"node": {
"template": {
"code": {
"dynamic": true,
"required": true,
"placeholder": "",
"show": false,
"multiline": true,
"value": "from langflow import CustomComponent\nfrom langchain.chains import LLMChain\nfrom typing import Optional, Union, Callable\nfrom langflow.field_typing import (\n BasePromptTemplate,\n BaseLanguageModel,\n BaseMemory,\n Chain,\n)\n\n\nclass LLMChainComponent(CustomComponent):\n display_name = \"LLMChain\"\n description = \"Chain to run queries against LLMs\"\n\n def build_config(self):\n return {\n \"prompt\": {\"display_name\": \"Prompt\"},\n \"llm\": {\"display_name\": \"LLM\"},\n \"memory\": {\"display_name\": \"Memory\"},\n \"code\": {\"show\": False},\n }\n\n def build(\n self,\n prompt: BasePromptTemplate,\n llm: BaseLanguageModel,\n memory: Optional[BaseMemory] = None,\n ) -> Union[Chain, Callable]:\n return LLMChain(prompt=prompt, llm=llm, memory=memory)\n",
"password": false,
"name": "code",
"advanced": false,
"type": "code",
"list": false
},
"_type": "CustomComponent",
"llm": {
"required": true,
"placeholder": "",
"show": true,
"multiline": false,
"password": false,
"name": "llm",
"display_name": "LLM",
"advanced": false,
"dynamic": false,
"info": "",
"type": "BaseLanguageModel",
"list": false
},
"memory": {
"required": false,
"placeholder": "",
"show": true,
"multiline": false,
"password": false,
"name": "memory",
"display_name": "Memory",
"advanced": false,
"dynamic": false,
"info": "",
"type": "BaseMemory",
"list": false
},
"prompt": {
"required": true,
"placeholder": "",
"show": true,
"multiline": false,
"password": false,
"name": "prompt",
"display_name": "Prompt",
"advanced": false,
"dynamic": false,
"info": "",
"type": "BasePromptTemplate",
"list": false
}
},
"description": "Chain to run queries against LLMs",
"base_classes": [
"Chain",
"Callable"
],
"display_name": "LLMChain",
"custom_fields": {
"llm": null,
"memory": null,
"prompt": null
},
"output_types": [
"LLMChain"
],
"documentation": "",
"beta": true,
"error": null
},
"id": "LLMChain-aTRXg"
},
"selected": false,
"positionAbsolute": {
"x": 1401.9210953757035,
"y": 766.8070231320864
},
"dragging": false
}
],
"edges": [
{
"source": "HumanMessagePromptTemplate-SDNRE",
"sourceHandle": "{œbaseClassesœ:[œBaseStringMessagePromptTemplateœ,œBaseMessagePromptTemplateœ,œHumanMessagePromptTemplateœ],œdataTypeœ:œHumanMessagePromptTemplateœ,œidœ:œHumanMessagePromptTemplate-SDNREœ}",
"target": "ChatPromptTemplate-1Jqaq",
"targetHandle": "{œfieldNameœ:œmessagesœ,œidœ:œChatPromptTemplate-1Jqaqœ,œinputTypesœ:null,œtypeœ:œBaseMessagePromptTemplateœ}",
"style": {
"stroke": "#555"
},
"className": "stroke-gray-900 stroke-connection",
"animated": false,
"id": "reactflow__edge-HumanMessagePromptTemplate-SDNRE{œbaseClassesœ:[œBaseStringMessagePromptTemplateœ,œBaseMessagePromptTemplateœ,œHumanMessagePromptTemplateœ],œdataTypeœ:œHumanMessagePromptTemplateœ,œidœ:œHumanMessagePromptTemplate-SDNREœ}-ChatPromptTemplate-1Jqaq{œfieldNameœ:œmessagesœ,œidœ:œChatPromptTemplate-1Jqaqœ,œinputTypesœ:null,œtypeœ:œBaseMessagePromptTemplateœ}",
"selected": false,
"data": {
"sourceHandle": {
"baseClasses": [
"BaseStringMessagePromptTemplate",
"BaseMessagePromptTemplate",
"HumanMessagePromptTemplate"
],
"dataType": "HumanMessagePromptTemplate",
"id": "HumanMessagePromptTemplate-SDNRE"
},
"targetHandle": {
"fieldName": "messages",
"id": "ChatPromptTemplate-1Jqaq",
"inputTypes": null,
"type": "BaseMessagePromptTemplate"
}
}
},
{
"source": "SystemMessagePromptTemplate-FQAQB",
"sourceHandle": "{œbaseClassesœ:[œSystemMessagePromptTemplateœ,œBaseStringMessagePromptTemplateœ,œBaseMessagePromptTemplateœ],œdataTypeœ:œSystemMessagePromptTemplateœ,œidœ:œSystemMessagePromptTemplate-FQAQBœ}",
"target": "ChatPromptTemplate-1Jqaq",
"targetHandle": "{œfieldNameœ:œmessagesœ,œidœ:œChatPromptTemplate-1Jqaqœ,œinputTypesœ:null,œtypeœ:œBaseMessagePromptTemplateœ}",
"style": {
"stroke": "#555"
},
"className": "stroke-gray-900 stroke-connection",
"animated": false,
"id": "reactflow__edge-SystemMessagePromptTemplate-FQAQB{œbaseClassesœ:[œSystemMessagePromptTemplateœ,œBaseStringMessagePromptTemplateœ,œBaseMessagePromptTemplateœ],œdataTypeœ:œSystemMessagePromptTemplateœ,œidœ:œSystemMessagePromptTemplate-FQAQBœ}-ChatPromptTemplate-1Jqaq{œfieldNameœ:œmessagesœ,œidœ:œChatPromptTemplate-1Jqaqœ,œinputTypesœ:null,œtypeœ:œBaseMessagePromptTemplateœ}",
"selected": false,
"data": {
"sourceHandle": {
"baseClasses": [
"SystemMessagePromptTemplate",
"BaseStringMessagePromptTemplate",
"BaseMessagePromptTemplate"
],
"dataType": "SystemMessagePromptTemplate",
"id": "SystemMessagePromptTemplate-FQAQB"
},
"targetHandle": {
"fieldName": "messages",
"id": "ChatPromptTemplate-1Jqaq",
"inputTypes": null,
"type": "BaseMessagePromptTemplate"
}
}
},
{
"source": "WebBaseLoader-mPsHC",
"sourceHandle": "{œbaseClassesœ:[œDocumentœ],œdataTypeœ:œWebBaseLoaderœ,œidœ:œWebBaseLoader-mPsHCœ}",
"target": "SystemMessagePromptTemplate-FQAQB",
"targetHandle": "{œfieldNameœ:œtype_of_assistantœ,œidœ:œSystemMessagePromptTemplate-FQAQBœ,œinputTypesœ:[œDocumentœ,œBaseOutputParserœ],œtypeœ:œstrœ}",
"style": {
"stroke": "#555"
},
"className": "stroke-gray-900 stroke-connection",
"animated": false,
"id": "reactflow__edge-WebBaseLoader-mPsHC{œbaseClassesœ:[œDocumentœ],œdataTypeœ:œWebBaseLoaderœ,œidœ:œWebBaseLoader-mPsHCœ}-SystemMessagePromptTemplate-FQAQB{œfieldNameœ:œtype_of_assistantœ,œidœ:œSystemMessagePromptTemplate-FQAQBœ,œinputTypesœ:[œDocumentœ,œBaseOutputParserœ],œtypeœ:œstrœ}",
"data": {
"sourceHandle": {
"baseClasses": [
"Document"
],
"dataType": "WebBaseLoader",
"id": "WebBaseLoader-mPsHC"
},
"targetHandle": {
"fieldName": "type_of_assistant",
"id": "SystemMessagePromptTemplate-FQAQB",
"inputTypes": [
"Document",
"BaseOutputParser"
],
"type": "str"
}
}
},
{
"source": "ChatPromptTemplate-1Jqaq",
"sourceHandle": "{œbaseClassesœ:[œChatPromptTemplateœ,œBaseChatPromptTemplateœ,œBasePromptTemplateœ],œdataTypeœ:œChatPromptTemplateœ,œidœ:œChatPromptTemplate-1Jqaqœ}",
"target": "LLMChain-aTRXg",
"targetHandle": "{œfieldNameœ:œpromptœ,œidœ:œLLMChain-aTRXgœ,œinputTypesœ:null,œtypeœ:œBasePromptTemplateœ}",
"data": {
"targetHandle": {
"fieldName": "prompt",
"id": "LLMChain-aTRXg",
"inputTypes": null,
"type": "BasePromptTemplate"
},
"sourceHandle": {
"baseClasses": [
"ChatPromptTemplate",
"BaseChatPromptTemplate",
"BasePromptTemplate"
],
"dataType": "ChatPromptTemplate",
"id": "ChatPromptTemplate-1Jqaq"
}
},
"style": {
"stroke": "#555"
},
"className": "stroke-foreground stroke-connection",
"animated": false,
"id": "reactflow__edge-ChatPromptTemplate-1Jqaq{œbaseClassesœ:[œChatPromptTemplateœ,œBaseChatPromptTemplateœ,œBasePromptTemplateœ],œdataTypeœ:œChatPromptTemplateœ,œidœ:œChatPromptTemplate-1Jqaqœ}-LLMChain-aTRXg{œfieldNameœ:œpromptœ,œidœ:œLLMChain-aTRXgœ,œinputTypesœ:null,œtypeœ:œBasePromptTemplateœ}"
},
{
"source": "ChatOpenAI-D5l5D",
"sourceHandle": "{œbaseClassesœ:[œBaseLanguageModelœ,œBaseChatModelœ,œChatOpenAIœ,œBaseLLMœ],œdataTypeœ:œChatOpenAIœ,œidœ:œChatOpenAI-D5l5Dœ}",
"target": "LLMChain-aTRXg",
"targetHandle": "{œfieldNameœ:œllmœ,œidœ:œLLMChain-aTRXgœ,œinputTypesœ:null,œtypeœ:œBaseLanguageModelœ}",
"data": {
"targetHandle": {
"fieldName": "llm",
"id": "LLMChain-aTRXg",
"inputTypes": null,
"type": "BaseLanguageModel"
},
"sourceHandle": {
"baseClasses": [
"BaseLanguageModel",
"BaseChatModel",
"ChatOpenAI",
"BaseLLM"
],
"dataType": "ChatOpenAI",
"id": "ChatOpenAI-D5l5D"
}
},
"style": {
"stroke": "#555"
},
"className": "stroke-foreground stroke-connection",
"animated": false,
"id": "reactflow__edge-ChatOpenAI-D5l5D{œbaseClassesœ:[œBaseLanguageModelœ,œBaseChatModelœ,œChatOpenAIœ,œBaseLLMœ],œdataTypeœ:œChatOpenAIœ,œidœ:œChatOpenAI-D5l5Dœ}-LLMChain-aTRXg{œfieldNameœ:œllmœ,œidœ:œLLMChain-aTRXgœ,œinputTypesœ:null,œtypeœ:œBaseLanguageModelœ}"
}
],
"viewport": {
"x": 93.90965065410012,
"y": 17.8654654481183,
"zoom": 0.3734382864125642
}
},
"description": "This example showcases the use of SystemMessage and HumanMessage components to build a ChatPromptTemplate. A WebBaseLoader is used to pass a random word to a SystemMessage variable.",
"name": "SystemMessage Example (1)"
}