mirror of https://github.com/FlowiseAI/Flowise.git
500 lines
22 KiB
JSON
500 lines
22 KiB
JSON
{
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"description": "A chain that automatically picks an appropriate prompt from multiple prompts",
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"usecases": ["Basic"],
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"framework": ["Langchain"],
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"nodes": [
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{
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"width": 300,
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"height": 632,
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"id": "promptRetriever_0",
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"position": {
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},
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"type": "customNode",
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"data": {
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"id": "promptRetriever_0",
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"label": "Prompt Retriever",
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"name": "promptRetriever",
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"version": 1,
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"type": "PromptRetriever",
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"baseClasses": ["PromptRetriever"],
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"category": "Retrievers",
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"description": "Store prompt template with name & description to be later queried by MultiPromptChain",
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"inputParams": [
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{
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"label": "Prompt Name",
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"name": "name",
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"type": "string",
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"placeholder": "physics-qa",
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"id": "promptRetriever_0-input-name-string"
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},
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{
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"label": "Prompt Description",
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"name": "description",
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"type": "string",
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"rows": 3,
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"description": "Description of what the prompt does and when it should be used",
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"placeholder": "Good for answering questions about physics",
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"id": "promptRetriever_0-input-description-string"
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},
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{
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"label": "Prompt System Message",
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"name": "systemMessage",
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"type": "string",
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"rows": 4,
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"placeholder": "You are a very smart physics professor. You are great at answering questions about physics in a concise and easy to understand manner. When you don't know the answer to a question you admit that you don't know.",
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"id": "promptRetriever_0-input-systemMessage-string"
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}
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],
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"inputAnchors": [],
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"inputs": {
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"name": "physics",
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"description": "Good for answering questions about physics",
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"systemMessage": "You are a very smart physics professor. You are great at answering questions about physics in a concise and easy to understand manner. When you don't know the answer to a question you admit that you don't know."
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},
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"outputAnchors": [
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{
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"id": "promptRetriever_0-output-promptRetriever-PromptRetriever",
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"name": "promptRetriever",
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"label": "PromptRetriever",
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"type": "PromptRetriever"
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}
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],
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"outputs": {},
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"selected": false
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},
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"selected": false,
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"positionAbsolute": {
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"x": 197.46642699727397,
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"y": 25.945621297410923
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},
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"dragging": false
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},
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{
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"width": 300,
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"height": 280,
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"id": "multiPromptChain_0",
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"position": {
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"x": 1619.1305522575494,
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"y": 210.28103293821243
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},
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"type": "customNode",
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"data": {
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"id": "multiPromptChain_0",
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"label": "Multi Prompt Chain",
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"name": "multiPromptChain",
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"version": 2,
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"type": "MultiPromptChain",
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"baseClasses": ["MultiPromptChain", "MultiRouteChain", "BaseChain", "BaseLangChain"],
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"category": "Chains",
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"description": "Chain automatically picks an appropriate prompt from multiple prompt templates",
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"inputParams": [],
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"inputAnchors": [
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{
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"label": "Language Model",
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"name": "model",
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"type": "BaseLanguageModel",
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"id": "multiPromptChain_0-input-model-BaseLanguageModel"
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},
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{
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"label": "Prompt Retriever",
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"name": "promptRetriever",
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"type": "PromptRetriever",
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"list": true,
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"id": "multiPromptChain_0-input-promptRetriever-PromptRetriever"
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},
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{
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"label": "Input Moderation",
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"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
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"name": "inputModeration",
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"type": "Moderation",
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"optional": true,
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"list": true,
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"id": "multiPromptChain_0-input-inputModeration-Moderation"
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}
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],
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"inputs": {
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"inputModeration": "",
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"model": "{{chatOpenAI_0.data.instance}}",
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"promptRetriever": [
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"{{promptRetriever_0.data.instance}}",
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"{{promptRetriever_2.data.instance}}",
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"{{promptRetriever_1.data.instance}}"
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]
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},
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"outputAnchors": [
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{
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"id": "multiPromptChain_0-output-multiPromptChain-MultiPromptChain|MultiRouteChain|BaseChain|BaseLangChain",
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"name": "multiPromptChain",
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"label": "MultiPromptChain",
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"type": "MultiPromptChain | MultiRouteChain | BaseChain | BaseLangChain"
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}
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],
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"outputs": {},
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"selected": false
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},
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"positionAbsolute": {
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"x": 1619.1305522575494,
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"y": 210.28103293821243
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},
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"selected": false,
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"dragging": false
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},
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{
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"width": 300,
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"height": 632,
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"id": "promptRetriever_1",
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"position": {
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"x": 539.1322780233141,
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"y": -250.72967142925938
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},
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"type": "customNode",
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"data": {
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"id": "promptRetriever_1",
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"label": "Prompt Retriever",
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"name": "promptRetriever",
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"version": 1,
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"type": "PromptRetriever",
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"baseClasses": ["PromptRetriever"],
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"category": "Retrievers",
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"description": "Store prompt template with name & description to be later queried by MultiPromptChain",
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"inputParams": [
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{
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"label": "Prompt Name",
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"name": "name",
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"type": "string",
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"placeholder": "physics-qa",
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"id": "promptRetriever_1-input-name-string"
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},
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{
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"label": "Prompt Description",
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"name": "description",
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"type": "string",
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"rows": 3,
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"description": "Description of what the prompt does and when it should be used",
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"placeholder": "Good for answering questions about physics",
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"id": "promptRetriever_1-input-description-string"
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},
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{
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"label": "Prompt System Message",
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"name": "systemMessage",
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"type": "string",
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"rows": 4,
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"placeholder": "You are a very smart physics professor. You are great at answering questions about physics in a concise and easy to understand manner. When you don't know the answer to a question you admit that you don't know.",
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"id": "promptRetriever_1-input-systemMessage-string"
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}
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],
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"inputAnchors": [],
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"inputs": {
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"name": "math",
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"description": "Good for answering math questions",
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"systemMessage": "You are a very good mathematician. You are great at answering math questions. You are so good because you are able to break down hard problems into their component parts, answer the component parts, and then put them together to answer the broader question."
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},
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"outputAnchors": [
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{
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"id": "promptRetriever_1-output-promptRetriever-PromptRetriever",
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"name": "promptRetriever",
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"label": "PromptRetriever",
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"type": "PromptRetriever"
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}
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],
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"outputs": {},
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"selected": false
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},
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"selected": false,
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"positionAbsolute": {
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"x": 539.1322780233141,
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"y": -250.72967142925938
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},
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"dragging": false
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},
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{
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"width": 300,
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"height": 632,
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"id": "promptRetriever_2",
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"position": {
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"x": 872.6184534864304,
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"y": -366.9443140594265
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},
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"type": "customNode",
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"data": {
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"id": "promptRetriever_2",
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"label": "Prompt Retriever",
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"name": "promptRetriever",
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"version": 1,
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"type": "PromptRetriever",
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"baseClasses": ["PromptRetriever"],
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"category": "Retrievers",
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"description": "Store prompt template with name & description to be later queried by MultiPromptChain",
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"inputParams": [
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{
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"label": "Prompt Name",
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"name": "name",
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"type": "string",
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"placeholder": "physics-qa",
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"id": "promptRetriever_2-input-name-string"
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},
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{
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"label": "Prompt Description",
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"name": "description",
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"type": "string",
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"rows": 3,
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"description": "Description of what the prompt does and when it should be used",
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"placeholder": "Good for answering questions about physics",
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"id": "promptRetriever_2-input-description-string"
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},
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{
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"label": "Prompt System Message",
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"name": "systemMessage",
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"type": "string",
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"rows": 4,
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"placeholder": "You are a very smart physics professor. You are great at answering questions about physics in a concise and easy to understand manner. When you don't know the answer to a question you admit that you don't know.",
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"id": "promptRetriever_2-input-systemMessage-string"
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}
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],
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"inputAnchors": [],
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"inputs": {
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"name": "history",
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"description": "Good for answering questions about history",
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"systemMessage": "You are a very smart history professor. You are great at answering questions about history in a concise and easy to understand manner. When you don't know the answer to a question you admit that you don't know."
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},
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"outputAnchors": [
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{
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"id": "promptRetriever_2-output-promptRetriever-PromptRetriever",
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"name": "promptRetriever",
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"label": "PromptRetriever",
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"type": "PromptRetriever"
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}
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],
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"outputs": {},
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"selected": false
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},
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"selected": false,
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"positionAbsolute": {
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"dragging": false
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},
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{
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"width": 300,
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"height": 523,
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"id": "chatOpenAI_0",
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"position": {
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"y": -326.46419383157513
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},
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"type": "customNode",
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"data": {
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"id": "chatOpenAI_0",
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"label": "ChatOpenAI",
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"name": "chatOpenAI",
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"version": 6.0,
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"type": "ChatOpenAI",
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"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
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"category": "Chat Models",
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"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
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"inputParams": [
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{
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"label": "Connect Credential",
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"name": "credential",
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"type": "credential",
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"credentialNames": ["openAIApi"],
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"id": "chatOpenAI_0-input-credential-credential"
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},
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{
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"label": "Model Name",
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"name": "modelName",
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"type": "asyncOptions",
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"loadMethod": "listModels",
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"default": "gpt-3.5-turbo",
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"id": "chatOpenAI_0-input-modelName-options"
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},
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{
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"label": "Temperature",
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"name": "temperature",
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"type": "number",
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"default": 0.9,
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"optional": true,
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"id": "chatOpenAI_0-input-temperature-number"
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},
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{
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"label": "Max Tokens",
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"name": "maxTokens",
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"type": "number",
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_0-input-maxTokens-number"
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},
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{
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"label": "Top Probability",
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"name": "topP",
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"type": "number",
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_0-input-topP-number"
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},
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{
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"label": "Frequency Penalty",
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"name": "frequencyPenalty",
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"type": "number",
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_0-input-frequencyPenalty-number"
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},
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{
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"label": "Presence Penalty",
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"name": "presencePenalty",
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"type": "number",
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_0-input-presencePenalty-number"
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},
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{
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"label": "Timeout",
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"name": "timeout",
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"type": "number",
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_0-input-timeout-number"
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},
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{
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"label": "BasePath",
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"name": "basepath",
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"type": "string",
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_0-input-basepath-string"
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},
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{
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"label": "BaseOptions",
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"name": "baseOptions",
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"type": "json",
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_0-input-baseOptions-json"
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},
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{
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"label": "Allow Image Uploads",
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"name": "allowImageUploads",
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"type": "boolean",
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"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
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"default": false,
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"optional": true,
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"id": "chatOpenAI_0-input-allowImageUploads-boolean"
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},
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{
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"label": "Image Resolution",
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"description": "This parameter controls the resolution in which the model views the image.",
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"name": "imageResolution",
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"type": "options",
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"options": [
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{
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"label": "Low",
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"name": "low"
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},
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{
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"label": "High",
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"name": "high"
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},
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{
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"label": "Auto",
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"name": "auto"
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}
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],
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"default": "low",
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"optional": false,
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"additionalParams": true,
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"id": "chatOpenAI_0-input-imageResolution-options"
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}
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],
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"inputAnchors": [
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{
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"label": "Cache",
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"name": "cache",
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"type": "BaseCache",
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"optional": true,
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"id": "chatOpenAI_0-input-cache-BaseCache"
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}
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],
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"inputs": {
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"modelName": "gpt-3.5-turbo",
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"temperature": 0.9,
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"maxTokens": "",
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"topP": "",
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"frequencyPenalty": "",
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"presencePenalty": "",
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"timeout": "",
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"basepath": "",
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"baseOptions": "",
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"allowImageUploads": true,
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"imageResolution": "low"
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},
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"outputAnchors": [
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{
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"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
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"name": "chatOpenAI",
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"label": "ChatOpenAI",
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"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel"
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}
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],
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"outputs": {},
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"selected": false
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"selected": false,
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"edges": [
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{
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"source": "promptRetriever_0",
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"target": "multiPromptChain_0",
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"type": "buttonedge",
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"data": {
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{
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"source": "promptRetriever_2",
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"data": {
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{
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"target": "multiPromptChain_0",
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"data": {
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{
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"source": "chatOpenAI_0",
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"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
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"target": "multiPromptChain_0",
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"targetHandle": "multiPromptChain_0-input-model-BaseLanguageModel",
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"type": "buttonedge",
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"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-multiPromptChain_0-multiPromptChain_0-input-model-BaseLanguageModel",
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"data": {
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