mirror of
https://github.com/farcasclaudiu/Flowise.git
synced 2026-06-22 09:01:09 +03:00
vinodkiran
495 lines
20 KiB
JSON
495 lines
20 KiB
JSON
{
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"description": "Output antonym of given user input using few-shot prompt template built with examples",
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"categories": "Few Shot Prompt,ChatOpenAI,LLM Chain,Langchain",
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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": 955,
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"id": "fewShotPromptTemplate_1",
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"position": {
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"x": 886.3229032369354,
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"y": -32.18537399495787
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},
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"type": "customNode",
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"data": {
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"id": "fewShotPromptTemplate_1",
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"label": "Few Shot Prompt Template",
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"version": 1,
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"name": "fewShotPromptTemplate",
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"type": "FewShotPromptTemplate",
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"baseClasses": ["FewShotPromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate"],
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"category": "Prompts",
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"description": "Prompt template you can build with examples",
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"inputParams": [
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{
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"label": "Examples",
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"name": "examples",
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"type": "string",
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"rows": 4,
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"placeholder": "[\n { \"word\": \"happy\", \"antonym\": \"sad\" },\n { \"word\": \"tall\", \"antonym\": \"short\" },\n]",
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"id": "fewShotPromptTemplate_1-input-examples-string"
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},
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{
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"label": "Prefix",
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"name": "prefix",
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"type": "string",
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"rows": 4,
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"placeholder": "Give the antonym of every input",
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"id": "fewShotPromptTemplate_1-input-prefix-string"
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},
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{
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"label": "Suffix",
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"name": "suffix",
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"type": "string",
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"rows": 4,
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"placeholder": "Word: {input}\nAntonym:",
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"id": "fewShotPromptTemplate_1-input-suffix-string"
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},
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{
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"label": "Example Separator",
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"name": "exampleSeparator",
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"type": "string",
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"placeholder": "\n\n",
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"id": "fewShotPromptTemplate_1-input-exampleSeparator-string"
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},
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{
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"label": "Template Format",
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"name": "templateFormat",
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"type": "options",
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"options": [
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{
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"label": "f-string",
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"name": "f-string"
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},
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{
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"label": "jinja-2",
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"name": "jinja-2"
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}
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],
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"default": "f-string",
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"id": "fewShotPromptTemplate_1-input-templateFormat-options"
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}
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],
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"inputAnchors": [
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{
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"label": "Example Prompt",
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"name": "examplePrompt",
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"type": "PromptTemplate",
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"id": "fewShotPromptTemplate_1-input-examplePrompt-PromptTemplate"
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}
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],
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"inputs": {
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"examples": "[\n { \"word\": \"happy\", \"antonym\": \"sad\" },\n { \"word\": \"tall\", \"antonym\": \"short\" }\n]",
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"examplePrompt": "{{promptTemplate_0.data.instance}}",
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"prefix": "Give the antonym of every input",
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"suffix": "Word: {input}\\nAntonym:",
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"exampleSeparator": "\\n\\n",
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"templateFormat": "f-string"
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},
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"outputAnchors": [
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{
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"id": "fewShotPromptTemplate_1-output-fewShotPromptTemplate-FewShotPromptTemplate|BaseStringPromptTemplate|BasePromptTemplate",
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"name": "fewShotPromptTemplate",
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"label": "FewShotPromptTemplate",
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"type": "FewShotPromptTemplate | BaseStringPromptTemplate | BasePromptTemplate"
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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": 886.3229032369354,
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"y": -32.18537399495787
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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": 475,
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"id": "promptTemplate_0",
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"position": {
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"x": 540.0140796251119,
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"y": -33.31673494170347
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},
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"type": "customNode",
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"data": {
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"id": "promptTemplate_0",
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"label": "Prompt Template",
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"version": 1,
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"name": "promptTemplate",
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"type": "PromptTemplate",
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"baseClasses": ["PromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate"],
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"category": "Prompts",
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"description": "Schema to represent a basic prompt for an LLM",
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"inputParams": [
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{
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"label": "Template",
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"name": "template",
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"type": "string",
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"rows": 4,
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"placeholder": "What is a good name for a company that makes {product}?",
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"id": "promptTemplate_0-input-template-string"
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},
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{
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"label": "Format Prompt Values",
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"name": "promptValues",
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"type": "json",
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"optional": true,
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"acceptVariable": true,
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"list": true,
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"id": "promptTemplate_0-input-promptValues-json"
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}
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],
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"inputAnchors": [],
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"inputs": {
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"template": "Word: {word}\\nAntonym: {antonym}\\n",
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"promptValues": ""
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},
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"outputAnchors": [
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{
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"id": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate",
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"name": "promptTemplate",
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"label": "PromptTemplate",
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"type": "PromptTemplate | BaseStringPromptTemplate | BasePromptTemplate"
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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": 540.0140796251119,
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"y": -33.31673494170347
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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": 574,
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"id": "chatOpenAI_0",
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"position": {
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"x": 1226.7977900193628,
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"y": -22.01100655894436
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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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"version": 3,
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"name": "chatOpenAI",
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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": "options",
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"options": [
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{
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"label": "gpt-4",
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"name": "gpt-4"
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},
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{
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"label": "gpt-4-turbo-preview",
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"name": "gpt-4-turbo-preview"
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},
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{
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"label": "gpt-4-0125-preview",
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"name": "gpt-4-0125-preview"
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},
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{
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"label": "gpt-4-1106-preview",
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"name": "gpt-4-1106-preview"
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},
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{
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"label": "gpt-4-vision-preview",
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"name": "gpt-4-vision-preview"
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},
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{
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"label": "gpt-4-0613",
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"name": "gpt-4-0613"
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},
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{
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"label": "gpt-4-32k",
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"name": "gpt-4-32k"
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},
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{
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"label": "gpt-4-32k-0613",
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"name": "gpt-4-32k-0613"
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},
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{
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"label": "gpt-3.5-turbo",
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"name": "gpt-3.5-turbo"
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},
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{
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"label": "gpt-3.5-turbo-1106",
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"name": "gpt-3.5-turbo-1106"
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},
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{
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"label": "gpt-3.5-turbo-0613",
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"name": "gpt-3.5-turbo-0613"
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},
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{
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"label": "gpt-3.5-turbo-16k",
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"name": "gpt-3.5-turbo-16k"
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},
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{
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"label": "gpt-3.5-turbo-16k-0613",
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"name": "gpt-3.5-turbo-16k-0613"
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}
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],
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"default": "gpt-3.5-turbo",
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"optional": true,
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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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"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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},
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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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},
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"selected": false,
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"positionAbsolute": {
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"x": 1226.7977900193628,
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"y": -22.01100655894436
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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": 456,
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"id": "llmChain_0",
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"position": {
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"x": 1609.3428158423485,
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"y": 409.3763727612179
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},
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"type": "customNode",
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"data": {
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"id": "llmChain_0",
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"label": "LLM Chain",
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"version": 3,
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"name": "llmChain",
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"type": "LLMChain",
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"baseClasses": ["LLMChain", "BaseChain", "Runnable"],
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"category": "Chains",
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"description": "Chain to run queries against LLMs",
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"inputParams": [
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{
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"label": "Chain Name",
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"name": "chainName",
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"type": "string",
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"placeholder": "Name Your Chain",
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"optional": true,
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"id": "llmChain_0-input-chainName-string"
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}
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],
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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": "llmChain_0-input-model-BaseLanguageModel"
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},
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{
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"label": "Prompt",
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"name": "prompt",
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"type": "BasePromptTemplate",
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"id": "llmChain_0-input-prompt-BasePromptTemplate"
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},
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{
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"label": "Output Parser",
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"name": "outputParser",
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"type": "BaseLLMOutputParser",
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"optional": true,
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"id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
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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": "llmChain_0-input-inputModeration-Moderation"
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}
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],
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"inputs": {
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"model": "{{chatOpenAI_0.data.instance}}",
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"prompt": "{{fewShotPromptTemplate_1.data.instance}}",
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"outputParser": "",
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"chainName": "",
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"inputModeration": ""
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},
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"outputAnchors": [
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{
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"name": "output",
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"label": "Output",
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"type": "options",
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"options": [
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{
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"id": "llmChain_0-output-llmChain-LLMChain|BaseChain|Runnable",
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"name": "llmChain",
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"label": "LLM Chain",
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"type": "LLMChain | BaseChain | Runnable"
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},
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{
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"id": "llmChain_0-output-outputPrediction-string|json",
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"name": "outputPrediction",
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"label": "Output Prediction",
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"type": "string | json"
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}
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],
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"default": "llmChain"
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}
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],
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"outputs": {
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"output": "llmChain"
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},
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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": 1609.3428158423485,
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"dragging": false
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}
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],
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"edges": [
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{
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"source": "promptTemplate_0",
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"sourceHandle": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate",
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"target": "fewShotPromptTemplate_1",
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"targetHandle": "fewShotPromptTemplate_1-input-examplePrompt-PromptTemplate",
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"type": "buttonedge",
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"id": "promptTemplate_0-promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate-fewShotPromptTemplate_1-fewShotPromptTemplate_1-input-examplePrompt-PromptTemplate",
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"data": {
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"label": ""
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}
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},
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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": "llmChain_0",
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"targetHandle": "llmChain_0-input-model-BaseLanguageModel",
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"type": "buttonedge",
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"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-llmChain_0-llmChain_0-input-model-BaseLanguageModel",
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"data": {
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"label": ""
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}
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},
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{
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"source": "fewShotPromptTemplate_1",
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"sourceHandle": "fewShotPromptTemplate_1-output-fewShotPromptTemplate-FewShotPromptTemplate|BaseStringPromptTemplate|BasePromptTemplate",
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"target": "llmChain_0",
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"targetHandle": "llmChain_0-input-prompt-BasePromptTemplate",
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"type": "buttonedge",
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"id": "fewShotPromptTemplate_1-fewShotPromptTemplate_1-output-fewShotPromptTemplate-FewShotPromptTemplate|BaseStringPromptTemplate|BasePromptTemplate-llmChain_0-llmChain_0-input-prompt-BasePromptTemplate",
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"data": {
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]
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}
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