Update documentQA
This commit is contained in:
Gabriel Luiz Freitas Almeida
parent
e2ff9f04ee
commit
40ad4b63bb
1 changed files with 96 additions and 55 deletions
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@ -2,10 +2,11 @@
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"data": {
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"edges": [
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{
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"className": "",
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"data": {
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"sourceHandle": {
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"dataType": "File",
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"id": "File-BzIs2",
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"id": "File-z24tW",
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"name": "data",
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"output_types": [
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"Data"
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@ -13,7 +14,7 @@
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},
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"targetHandle": {
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"fieldName": "Document",
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"id": "Prompt-9DNZG",
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"id": "Prompt-ws12t",
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"inputTypes": [
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"Document",
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"Message",
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@ -23,17 +24,18 @@
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"type": "str"
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}
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},
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"id": "reactflow__edge-File-BzIs2{œdataTypeœ:œFileœ,œidœ:œFile-BzIs2œ,œnameœ:œdataœ,œoutput_typesœ:[œDataœ]}-Prompt-9DNZG{œfieldNameœ:œDocumentœ,œidœ:œPrompt-9DNZGœ,œinputTypesœ:[œDocumentœ,œMessageœ,œDataœ,œTextœ],œtypeœ:œstrœ}",
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"source": "File-BzIs2",
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"sourceHandle": "{œdataTypeœ: œFileœ, œidœ: œFile-BzIs2œ, œnameœ: œdataœ, œoutput_typesœ: [œDataœ]}",
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"target": "Prompt-9DNZG",
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"targetHandle": "{œfieldNameœ: œDocumentœ, œidœ: œPrompt-9DNZGœ, œinputTypesœ: [œDocumentœ, œMessageœ, œDataœ, œTextœ], œtypeœ: œstrœ}"
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"id": "reactflow__edge-File-z24tW{œdataTypeœ:œFileœ,œidœ:œFile-z24tWœ,œnameœ:œdataœ,œoutput_typesœ:[œDataœ]}-Prompt-ws12t{œfieldNameœ:œDocumentœ,œidœ:œPrompt-ws12tœ,œinputTypesœ:[œDocumentœ,œMessageœ,œDataœ,œTextœ],œtypeœ:œstrœ}",
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"source": "File-z24tW",
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"sourceHandle": "{œdataTypeœ: œFileœ, œidœ: œFile-z24tWœ, œnameœ: œdataœ, œoutput_typesœ: [œDataœ]}",
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"target": "Prompt-ws12t",
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"targetHandle": "{œfieldNameœ: œDocumentœ, œidœ: œPrompt-ws12tœ, œinputTypesœ: [œDocumentœ, œMessageœ, œDataœ, œTextœ], œtypeœ: œstrœ}"
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},
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{
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"className": "",
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"data": {
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"sourceHandle": {
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"dataType": "ChatInput",
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"id": "ChatInput-27Usy",
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"id": "ChatInput-YMjNE",
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"name": "message",
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"output_types": [
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"Message"
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@ -41,7 +43,7 @@
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},
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"targetHandle": {
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"fieldName": "Question",
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"id": "Prompt-9DNZG",
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"id": "Prompt-ws12t",
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"inputTypes": [
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"Document",
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"Message",
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@ -51,17 +53,18 @@
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"type": "str"
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}
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},
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"id": "reactflow__edge-ChatInput-27Usy{œdataTypeœ:œChatInputœ,œidœ:œChatInput-27Usyœ,œnameœ:œmessageœ,œoutput_typesœ:[œMessageœ]}-Prompt-9DNZG{œfieldNameœ:œQuestionœ,œidœ:œPrompt-9DNZGœ,œinputTypesœ:[œDocumentœ,œMessageœ,œDataœ,œTextœ],œtypeœ:œstrœ}",
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"source": "ChatInput-27Usy",
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"sourceHandle": "{œdataTypeœ: œChatInputœ, œidœ: œChatInput-27Usyœ, œnameœ: œmessageœ, œoutput_typesœ: [œMessageœ]}",
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"target": "Prompt-9DNZG",
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"targetHandle": "{œfieldNameœ: œQuestionœ, œidœ: œPrompt-9DNZGœ, œinputTypesœ: [œDocumentœ, œMessageœ, œDataœ, œTextœ], œtypeœ: œstrœ}"
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"id": "reactflow__edge-ChatInput-YMjNE{œdataTypeœ:œChatInputœ,œidœ:œChatInput-YMjNEœ,œnameœ:œmessageœ,œoutput_typesœ:[œMessageœ]}-Prompt-ws12t{œfieldNameœ:œQuestionœ,œidœ:œPrompt-ws12tœ,œinputTypesœ:[œDocumentœ,œMessageœ,œDataœ,œTextœ],œtypeœ:œstrœ}",
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"source": "ChatInput-YMjNE",
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"sourceHandle": "{œdataTypeœ: œChatInputœ, œidœ: œChatInput-YMjNEœ, œnameœ: œmessageœ, œoutput_typesœ: [œMessageœ]}",
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"target": "Prompt-ws12t",
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"targetHandle": "{œfieldNameœ: œQuestionœ, œidœ: œPrompt-ws12tœ, œinputTypesœ: [œDocumentœ, œMessageœ, œDataœ, œTextœ], œtypeœ: œstrœ}"
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},
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{
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"className": "",
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"data": {
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"sourceHandle": {
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"dataType": "Prompt",
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"id": "Prompt-9DNZG",
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"id": "Prompt-ws12t",
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"name": "prompt",
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"output_types": [
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"Message"
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@ -69,24 +72,25 @@
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},
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"targetHandle": {
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"fieldName": "input_value",
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"id": "OpenAIModel-8b6nG",
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"id": "OpenAIModel-AdQdh",
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"inputTypes": [
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"Message"
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],
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"type": "str"
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}
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},
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"id": "reactflow__edge-Prompt-9DNZG{œdataTypeœ:œPromptœ,œidœ:œPrompt-9DNZGœ,œnameœ:œpromptœ,œoutput_typesœ:[œPromptœ]}-OpenAIModel-8b6nG{œfieldNameœ:œinput_valueœ,œidœ:œOpenAIModel-8b6nGœ,œinputTypesœ:[œTextœ,œDataœ,œPromptœ],œtypeœ:œstrœ}",
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"source": "Prompt-9DNZG",
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"sourceHandle": "{œdataTypeœ: œPromptœ, œidœ: œPrompt-9DNZGœ, œnameœ: œpromptœ, œoutput_typesœ: [œMessageœ]}",
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"target": "OpenAIModel-8b6nG",
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"targetHandle": "{œfieldNameœ: œinput_valueœ, œidœ: œOpenAIModel-8b6nGœ, œinputTypesœ: [œMessageœ], œtypeœ: œstrœ}"
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"id": "reactflow__edge-Prompt-ws12t{œdataTypeœ:œPromptœ,œidœ:œPrompt-ws12tœ,œnameœ:œpromptœ,œoutput_typesœ:[œMessageœ]}-OpenAIModel-AdQdh{œfieldNameœ:œinput_valueœ,œidœ:œOpenAIModel-AdQdhœ,œinputTypesœ:[œMessageœ],œtypeœ:œstrœ}",
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"source": "Prompt-ws12t",
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"sourceHandle": "{œdataTypeœ: œPromptœ, œidœ: œPrompt-ws12tœ, œnameœ: œpromptœ, œoutput_typesœ: [œMessageœ]}",
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"target": "OpenAIModel-AdQdh",
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"targetHandle": "{œfieldNameœ: œinput_valueœ, œidœ: œOpenAIModel-AdQdhœ, œinputTypesœ: [œMessageœ], œtypeœ: œstrœ}"
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},
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{
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"className": "",
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"data": {
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"sourceHandle": {
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"dataType": "OpenAIModel",
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"id": "OpenAIModel-8b6nG",
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"id": "OpenAIModel-AdQdh",
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"name": "text_output",
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"output_types": [
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"Message"
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@ -94,7 +98,7 @@
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},
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"targetHandle": {
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"fieldName": "input_value",
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"id": "ChatOutput-y4SCS",
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"id": "ChatOutput-bSlkp",
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"inputTypes": [
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"Message",
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"str"
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@ -102,11 +106,11 @@
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"type": "str"
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}
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},
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"id": "reactflow__edge-OpenAIModel-8b6nG{œdataTypeœ:œOpenAIModelœ,œidœ:œOpenAIModel-8b6nGœ,œnameœ:œtext_outputœ,œoutput_typesœ:[œTextœ]}-ChatOutput-y4SCS{œfieldNameœ:œinput_valueœ,œidœ:œChatOutput-y4SCSœ,œinputTypesœ:[œTextœ,œMessageœ],œtypeœ:œstrœ}",
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"source": "OpenAIModel-8b6nG",
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"sourceHandle": "{œdataTypeœ: œOpenAIModelœ, œidœ: œOpenAIModel-8b6nGœ, œnameœ: œtext_outputœ, œoutput_typesœ: [œMessageœ]}",
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"target": "ChatOutput-y4SCS",
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"targetHandle": "{œfieldNameœ: œinput_valueœ, œidœ: œChatOutput-y4SCSœ, œinputTypesœ: [œMessageœ, œstrœ], œtypeœ: œstrœ}"
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"id": "reactflow__edge-OpenAIModel-AdQdh{œdataTypeœ:œOpenAIModelœ,œidœ:œOpenAIModel-AdQdhœ,œnameœ:œtext_outputœ,œoutput_typesœ:[œMessageœ]}-ChatOutput-bSlkp{œfieldNameœ:œinput_valueœ,œidœ:œChatOutput-bSlkpœ,œinputTypesœ:[œMessageœ,œstrœ],œtypeœ:œstrœ}",
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"source": "OpenAIModel-AdQdh",
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"sourceHandle": "{œdataTypeœ: œOpenAIModelœ, œidœ: œOpenAIModel-AdQdhœ, œnameœ: œtext_outputœ, œoutput_typesœ: [œMessageœ]}",
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"target": "ChatOutput-bSlkp",
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"targetHandle": "{œfieldNameœ: œinput_valueœ, œidœ: œChatOutput-bSlkpœ, œinputTypesœ: [œMessageœ, œstrœ], œtypeœ: œstrœ}"
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}
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],
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"nodes": [
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@ -114,7 +118,7 @@
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"data": {
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"description": "Create a prompt template with dynamic variables.",
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"display_name": "Prompt",
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"id": "Prompt-9DNZG",
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"id": "Prompt-ws12t",
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"node": {
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"base_classes": [
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"object",
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@ -255,8 +259,8 @@
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"type": "Prompt"
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},
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"dragging": false,
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"height": 573,
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"id": "Prompt-9DNZG",
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"height": 525,
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"id": "Prompt-ws12t",
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"position": {
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"x": 585.7906101139403,
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"y": 117.52115876762832
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@ -271,7 +275,7 @@
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},
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{
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"data": {
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"id": "ChatInput-27Usy",
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"id": "ChatInput-YMjNE",
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"node": {
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"base_classes": [
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"str",
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@ -349,7 +353,7 @@
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"show": true,
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"title_case": false,
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"type": "str",
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"value": ""
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"value": "what is this?"
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},
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"sender": {
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"advanced": true,
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@ -428,8 +432,8 @@
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"type": "ChatInput"
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},
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"dragging": false,
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"height": 301,
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"id": "ChatInput-27Usy",
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"height": 309,
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"id": "ChatInput-YMjNE",
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"position": {
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"x": -38.501719080514135,
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"y": 379.81180230285355
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@ -444,7 +448,7 @@
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},
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{
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"data": {
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"id": "ChatOutput-y4SCS",
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"id": "ChatOutput-bSlkp",
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"node": {
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"base_classes": [
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"str",
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@ -602,7 +606,7 @@
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},
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"dragging": false,
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"height": 309,
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"id": "ChatOutput-y4SCS",
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"id": "ChatOutput-bSlkp",
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"position": {
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"x": 1733.3012915204283,
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"y": 168.76098809939327
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@ -619,7 +623,7 @@
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"data": {
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"description": "A generic file loader.",
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"display_name": "File",
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"id": "File-BzIs2",
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"id": "File-z24tW",
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"node": {
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"base_classes": [
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"Data"
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"ts",
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"tsx"
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],
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"file_path": "cd558bbb-10b7-4c22-a7ad-3739f26b4bd7/Climate Prediction Updated.json",
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"file_path": "e56e0529-7225-4f6c-9144-5ad0806f5fed/Math Router.json",
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"info": "Supported file types: txt, md, mdx, csv, json, yaml, yml, xml, html, htm, pdf, docx, py, sh, sql, js, ts, tsx",
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"list": false,
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"name": "path",
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@ -727,13 +731,13 @@
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},
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"dragging": false,
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"height": 301,
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"id": "File-BzIs2",
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"id": "File-z24tW",
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"position": {
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"x": -44.56084223565597,
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"x": -37.064128418041946,
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"y": 39.0475820447775
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},
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"positionAbsolute": {
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"x": -44.56084223565597,
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"x": -37.064128418041946,
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"y": 39.0475820447775
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},
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"selected": true,
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@ -742,11 +746,14 @@
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},
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{
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"data": {
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"id": "OpenAIModel-8b6nG",
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"description": "Generates text using OpenAI LLMs.",
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"display_name": "OpenAI",
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"edited": false,
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"id": "OpenAIModel-AdQdh",
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"node": {
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"base_classes": [
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"BaseLanguageModel",
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"Text"
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"LanguageModel",
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"Message"
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],
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"beta": false,
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"conditional_paths": [],
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@ -754,16 +761,19 @@
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"description": "Generates text using OpenAI LLMs.",
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"display_name": "OpenAI",
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"documentation": "",
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"edited": true,
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"field_order": [
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"input_value",
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"max_tokens",
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"model_kwargs",
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"output_schema",
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"model_name",
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"openai_api_base",
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"openai_api_key",
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"temperature",
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"stream",
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"system_message"
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"system_message",
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"seed"
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],
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"frozen": false,
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"icon": "OpenAI",
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"show": true,
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"title_case": false,
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"type": "code",
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"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)\nfrom langflow.schema.message import Message\nfrom langflow.template import Output\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 outputs = [\n Output(display_name=\"Text\", name=\"text_output\", method=\"text_response\"),\n Output(display_name=\"Language Model\", name=\"model_output\", method=\"build_model\"),\n ]\n\n def text_response(self) -> Message:\n input_value = self.input_value\n stream = self.stream\n system_message = self.system_message\n output = self.build_model()\n result = self.get_chat_result(output, stream, input_value, system_message)\n self.status = result\n return result\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\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 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 or {},\n model=model_name,\n base_url=openai_api_base,\n api_key=api_key,\n temperature=temperature or 0.1,\n seed=seed,\n )\n if json_mode:\n output = output.with_structured_output(schema=output_schema_dict, method=\"json_mode\")\n\n return output\n"
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"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,
|
||||
|
|
@ -842,7 +852,8 @@
|
|||
"required": false,
|
||||
"show": true,
|
||||
"title_case": false,
|
||||
"type": "int"
|
||||
"type": "int",
|
||||
"value": ""
|
||||
},
|
||||
"model_kwargs": {
|
||||
"advanced": true,
|
||||
|
|
@ -855,7 +866,8 @@
|
|||
"required": false,
|
||||
"show": true,
|
||||
"title_case": false,
|
||||
"type": "dict"
|
||||
"type": "dict",
|
||||
"value": {}
|
||||
},
|
||||
"model_name": {
|
||||
"advanced": false,
|
||||
|
|
@ -906,7 +918,35 @@
|
|||
"show": true,
|
||||
"title_case": false,
|
||||
"type": "str",
|
||||
"value": "OPENAI_API_KEY"
|
||||
"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,
|
||||
"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,
|
||||
"type": "int",
|
||||
"value": 1
|
||||
},
|
||||
"stream": {
|
||||
"advanced": true,
|
||||
|
|
@ -957,7 +997,7 @@
|
|||
},
|
||||
"dragging": false,
|
||||
"height": 623,
|
||||
"id": "OpenAIModel-8b6nG",
|
||||
"id": "OpenAIModel-AdQdh",
|
||||
"position": {
|
||||
"x": 1141.7303854551026,
|
||||
"y": -51.19892217231286
|
||||
|
|
@ -972,14 +1012,15 @@
|
|||
}
|
||||
],
|
||||
"viewport": {
|
||||
"x": 198.5801484914205,
|
||||
"y": 244.8736279905512,
|
||||
"x": 91.58014849142035,
|
||||
"y": 287.8736279905512,
|
||||
"zoom": 0.5335671198494703
|
||||
}
|
||||
},
|
||||
"description": "This flow integrates PDF reading with a language model to answer document-specific questions. Ideal for small-scale texts, it facilitates direct queries with immediate insights.",
|
||||
"id": "cd558bbb-10b7-4c22-a7ad-3739f26b4bd7",
|
||||
"endpoint_name": null,
|
||||
"id": "e56e0529-7225-4f6c-9144-5ad0806f5fed",
|
||||
"is_component": false,
|
||||
"last_tested_version": "1.0.0a52",
|
||||
"last_tested_version": "1.0.0a61",
|
||||
"name": "Document QA"
|
||||
}
|
||||
Loading…
Add table
Add a link
Reference in a new issue