update marketplace llmchain templates

pull/1115/head
Henry 2023-11-03 13:33:38 +00:00
parent b44c203807
commit ec76b3c0d9
9 changed files with 1745 additions and 780 deletions

View File

@ -13,8 +13,8 @@
"data": {
"id": "fewShotPromptTemplate_1",
"label": "Few Shot Prompt Template",
"name": "fewShotPromptTemplate",
"version": 1,
"name": "fewShotPromptTemplate",
"type": "FewShotPromptTemplate",
"baseClasses": ["FewShotPromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate"],
"category": "Prompts",
@ -115,8 +115,8 @@
"data": {
"id": "promptTemplate_0",
"label": "Prompt Template",
"name": "promptTemplate",
"version": 1,
"name": "promptTemplate",
"type": "PromptTemplate",
"baseClasses": ["PromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate"],
"category": "Prompts",
@ -165,7 +165,7 @@
},
{
"width": 300,
"height": 523,
"height": 574,
"id": "chatOpenAI_0",
"position": {
"x": 1226.7977900193628,
@ -175,8 +175,8 @@
"data": {
"id": "chatOpenAI_0",
"label": "ChatOpenAI",
"name": "chatOpenAI",
"version": 2,
"name": "chatOpenAI",
"type": "ChatOpenAI",
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
"category": "Chat Models",
@ -327,20 +327,20 @@
},
{
"width": 300,
"height": 405,
"height": 456,
"id": "llmChain_0",
"position": {
"x": 1573.7490072386481,
"y": 429.1905949837192
"x": 1609.3428158423485,
"y": 409.3763727612179
},
"type": "customNode",
"data": {
"id": "llmChain_0",
"label": "LLM Chain",
"version": 3,
"name": "llmChain",
"version": 1,
"type": "LLMChain",
"baseClasses": ["LLMChain", "BaseChain"],
"baseClasses": ["LLMChain", "BaseChain", "Runnable"],
"category": "Chains",
"description": "Chain to run queries against LLMs",
"inputParams": [
@ -365,11 +365,19 @@
"name": "prompt",
"type": "BasePromptTemplate",
"id": "llmChain_0-input-prompt-BasePromptTemplate"
},
{
"label": "Output Parser",
"name": "outputParser",
"type": "BaseLLMOutputParser",
"optional": true,
"id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
}
],
"inputs": {
"model": "{{chatOpenAI_0.data.instance}}",
"prompt": "{{fewShotPromptTemplate_1.data.instance}}",
"outputParser": "",
"chainName": ""
},
"outputAnchors": [
@ -379,10 +387,10 @@
"type": "options",
"options": [
{
"id": "llmChain_0-output-llmChain-LLMChain|BaseChain",
"id": "llmChain_0-output-llmChain-LLMChain|BaseChain|Runnable",
"name": "llmChain",
"label": "LLM Chain",
"type": "LLMChain | BaseChain"
"type": "LLMChain | BaseChain | Runnable"
},
{
"id": "llmChain_0-output-outputPrediction-string|json",
@ -401,8 +409,8 @@
},
"selected": false,
"positionAbsolute": {
"x": 1573.7490072386481,
"y": 429.1905949837192
"x": 1609.3428158423485,
"y": 409.3763727612179
},
"dragging": false
}

View File

@ -1,87 +1,6 @@
{
"description": "Simple LLM Chain using HuggingFace Inference API on falcon-7b-instruct model",
"nodes": [
{
"width": 300,
"height": 405,
"id": "llmChain_1",
"position": {
"x": 970.9254258940236,
"y": 320.56761595884564
},
"type": "customNode",
"data": {
"id": "llmChain_1",
"label": "LLM Chain",
"name": "llmChain",
"version": 1,
"type": "LLMChain",
"baseClasses": ["LLMChain", "BaseChain", "BaseLangChain"],
"category": "Chains",
"description": "Chain to run queries against LLMs",
"inputParams": [
{
"label": "Chain Name",
"name": "chainName",
"type": "string",
"placeholder": "Name Your Chain",
"optional": true,
"id": "llmChain_1-input-chainName-string"
}
],
"inputAnchors": [
{
"label": "Language Model",
"name": "model",
"type": "BaseLanguageModel",
"id": "llmChain_1-input-model-BaseLanguageModel"
},
{
"label": "Prompt",
"name": "prompt",
"type": "BasePromptTemplate",
"id": "llmChain_1-input-prompt-BasePromptTemplate"
}
],
"inputs": {
"model": "{{huggingFaceInference_LLMs_0.data.instance}}",
"prompt": "{{promptTemplate_0.data.instance}}",
"chainName": ""
},
"outputAnchors": [
{
"name": "output",
"label": "Output",
"type": "options",
"options": [
{
"id": "llmChain_1-output-llmChain-LLMChain|BaseChain|BaseLangChain",
"name": "llmChain",
"label": "LLM Chain",
"type": "LLMChain | BaseChain | BaseLangChain"
},
{
"id": "llmChain_1-output-outputPrediction-string|json",
"name": "outputPrediction",
"label": "Output Prediction",
"type": "string | json"
}
],
"default": "llmChain"
}
],
"outputs": {
"output": "llmChain"
},
"selected": false
},
"positionAbsolute": {
"x": 970.9254258940236,
"y": 320.56761595884564
},
"selected": false,
"dragging": false
},
{
"width": 300,
"height": 475,
@ -94,8 +13,8 @@
"data": {
"id": "promptTemplate_0",
"label": "Prompt Template",
"name": "promptTemplate",
"version": 1,
"name": "promptTemplate",
"type": "PromptTemplate",
"baseClasses": ["PromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate"],
"category": "Prompts",
@ -144,7 +63,7 @@
},
{
"width": 300,
"height": 526,
"height": 577,
"id": "huggingFaceInference_LLMs_0",
"position": {
"x": 498.8594464193537,
@ -154,8 +73,8 @@
"data": {
"id": "huggingFaceInference_LLMs_0",
"label": "HuggingFace Inference",
"name": "huggingFaceInference_LLMs",
"version": 2,
"name": "huggingFaceInference_LLMs",
"type": "HuggingFaceInference",
"baseClasses": ["HuggingFaceInference", "LLM", "BaseLLM", "BaseLanguageModel"],
"category": "LLMs",
@ -267,27 +186,116 @@
"y": -94.91050256311678
},
"dragging": false
},
{
"width": 300,
"height": 456,
"id": "llmChain_0",
"position": {
"x": 909.6249320819859,
"y": 338.9520801783737
},
"type": "customNode",
"data": {
"id": "llmChain_0",
"label": "LLM Chain",
"version": 3,
"name": "llmChain",
"type": "LLMChain",
"baseClasses": ["LLMChain", "BaseChain", "Runnable"],
"category": "Chains",
"description": "Chain to run queries against LLMs",
"inputParams": [
{
"label": "Chain Name",
"name": "chainName",
"type": "string",
"placeholder": "Name Your Chain",
"optional": true,
"id": "llmChain_0-input-chainName-string"
}
],
"inputAnchors": [
{
"label": "Language Model",
"name": "model",
"type": "BaseLanguageModel",
"id": "llmChain_0-input-model-BaseLanguageModel"
},
{
"label": "Prompt",
"name": "prompt",
"type": "BasePromptTemplate",
"id": "llmChain_0-input-prompt-BasePromptTemplate"
},
{
"label": "Output Parser",
"name": "outputParser",
"type": "BaseLLMOutputParser",
"optional": true,
"id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
}
],
"inputs": {
"model": "{{huggingFaceInference_LLMs_0.data.instance}}",
"prompt": "{{promptTemplate_0.data.instance}}",
"outputParser": "",
"chainName": ""
},
"outputAnchors": [
{
"name": "output",
"label": "Output",
"type": "options",
"options": [
{
"id": "llmChain_0-output-llmChain-LLMChain|BaseChain|Runnable",
"name": "llmChain",
"label": "LLM Chain",
"type": "LLMChain | BaseChain | Runnable"
},
{
"id": "llmChain_0-output-outputPrediction-string|json",
"name": "outputPrediction",
"label": "Output Prediction",
"type": "string | json"
}
],
"default": "llmChain"
}
],
"outputs": {
"output": "llmChain"
},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 909.6249320819859,
"y": 338.9520801783737
},
"dragging": false
}
],
"edges": [
{
"source": "promptTemplate_0",
"sourceHandle": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate",
"target": "llmChain_1",
"targetHandle": "llmChain_1-input-prompt-BasePromptTemplate",
"source": "huggingFaceInference_LLMs_0",
"sourceHandle": "huggingFaceInference_LLMs_0-output-huggingFaceInference_LLMs-HuggingFaceInference|LLM|BaseLLM|BaseLanguageModel",
"target": "llmChain_0",
"targetHandle": "llmChain_0-input-model-BaseLanguageModel",
"type": "buttonedge",
"id": "promptTemplate_0-promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate-llmChain_1-llmChain_1-input-prompt-BasePromptTemplate",
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"data": {
"label": ""
}
},
{
"source": "huggingFaceInference_LLMs_0",
"sourceHandle": "huggingFaceInference_LLMs_0-output-huggingFaceInference_LLMs-HuggingFaceInference|LLM|BaseLLM|BaseLanguageModel",
"target": "llmChain_1",
"targetHandle": "llmChain_1-input-model-BaseLanguageModel",
"source": "promptTemplate_0",
"sourceHandle": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate",
"target": "llmChain_0",
"targetHandle": "llmChain_0-input-prompt-BasePromptTemplate",
"type": "buttonedge",
"id": "huggingFaceInference_LLMs_0-huggingFaceInference_LLMs_0-output-huggingFaceInference_LLMs-HuggingFaceInference|LLM|BaseLLM|BaseLanguageModel-llmChain_1-llmChain_1-input-model-BaseLanguageModel",
"id": "promptTemplate_0-promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate-llmChain_0-llmChain_0-input-prompt-BasePromptTemplate",
"data": {
"label": ""
}

View File

@ -0,0 +1,417 @@
{
"description": "Return response as a list (array) instead of a string/text",
"nodes": [
{
"width": 300,
"height": 456,
"id": "llmChain_0",
"position": {
"x": 1490.4252662385359,
"y": 229.91198307750102
},
"type": "customNode",
"data": {
"id": "llmChain_0",
"label": "LLM Chain",
"version": 3,
"name": "llmChain",
"type": "LLMChain",
"baseClasses": ["LLMChain", "BaseChain", "Runnable"],
"category": "Chains",
"description": "Chain to run queries against LLMs",
"inputParams": [
{
"label": "Chain Name",
"name": "chainName",
"type": "string",
"placeholder": "Name Your Chain",
"optional": true,
"id": "llmChain_0-input-chainName-string"
}
],
"inputAnchors": [
{
"label": "Language Model",
"name": "model",
"type": "BaseLanguageModel",
"id": "llmChain_0-input-model-BaseLanguageModel"
},
{
"label": "Prompt",
"name": "prompt",
"type": "BasePromptTemplate",
"id": "llmChain_0-input-prompt-BasePromptTemplate"
},
{
"label": "Output Parser",
"name": "outputParser",
"type": "BaseLLMOutputParser",
"optional": true,
"id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
}
],
"inputs": {
"model": "{{chatOpenAI_0.data.instance}}",
"prompt": "{{promptTemplate_0.data.instance}}",
"outputParser": "{{csvOutputParser_0.data.instance}}",
"chainName": ""
},
"outputAnchors": [
{
"name": "output",
"label": "Output",
"type": "options",
"options": [
{
"id": "llmChain_0-output-llmChain-LLMChain|BaseChain|Runnable",
"name": "llmChain",
"label": "LLM Chain",
"type": "LLMChain | BaseChain | Runnable"
},
{
"id": "llmChain_0-output-outputPrediction-string|json",
"name": "outputPrediction",
"label": "Output Prediction",
"type": "string | json"
}
],
"default": "llmChain"
}
],
"outputs": {
"output": "llmChain"
},
"selected": false
},
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"positionAbsolute": {
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"y": 229.91198307750102
},
"dragging": false
},
{
"width": 300,
"height": 276,
"id": "csvOutputParser_0",
"position": {
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"y": 346.38506209058426
},
"type": "customNode",
"data": {
"id": "csvOutputParser_0",
"label": "CSV Output Parser",
"version": 1,
"name": "csvOutputParser",
"type": "CSVListOutputParser",
"baseClasses": ["CSVListOutputParser", "BaseLLMOutputParser", "Runnable"],
"category": "Output Parsers",
"description": "Parse the output of an LLM call as a comma-separated list of values",
"inputParams": [
{
"label": "Autofix",
"name": "autofixParser",
"type": "boolean",
"optional": true,
"description": "In the event that the first call fails, will make another call to the model to fix any errors.",
"id": "csvOutputParser_0-input-autofixParser-boolean"
}
],
"inputAnchors": [],
"inputs": {
"autofixParser": true
},
"outputAnchors": [
{
"id": "csvOutputParser_0-output-csvOutputParser-CSVListOutputParser|BaseLLMOutputParser|Runnable",
"name": "csvOutputParser",
"label": "CSVListOutputParser",
"type": "CSVListOutputParser | BaseLLMOutputParser | Runnable"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
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},
"dragging": false
},
{
"width": 300,
"height": 475,
"id": "promptTemplate_0",
"position": {
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"y": 10.888147964487587
},
"type": "customNode",
"data": {
"id": "promptTemplate_0",
"label": "Prompt Template",
"version": 1,
"name": "promptTemplate",
"type": "PromptTemplate",
"baseClasses": ["PromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate", "Runnable"],
"category": "Prompts",
"description": "Schema to represent a basic prompt for an LLM",
"inputParams": [
{
"label": "Template",
"name": "template",
"type": "string",
"rows": 4,
"placeholder": "What is a good name for a company that makes {product}?",
"id": "promptTemplate_0-input-template-string"
},
{
"label": "Format Prompt Values",
"name": "promptValues",
"type": "json",
"optional": true,
"acceptVariable": true,
"list": true,
"id": "promptTemplate_0-input-promptValues-json"
}
],
"inputAnchors": [],
"inputs": {
"template": "Answer user's question as best you can: {question}",
"promptValues": ""
},
"outputAnchors": [
{
"id": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate|Runnable",
"name": "promptTemplate",
"label": "PromptTemplate",
"type": "PromptTemplate | BaseStringPromptTemplate | BasePromptTemplate | Runnable"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
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"y": 10.888147964487587
},
"dragging": false
},
{
"width": 300,
"height": 574,
"id": "chatOpenAI_0",
"position": {
"x": 1137.2591863882824,
"y": -204.50870351724768
},
"type": "customNode",
"data": {
"id": "chatOpenAI_0",
"label": "ChatOpenAI",
"version": 2,
"name": "chatOpenAI",
"type": "ChatOpenAI",
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
"category": "Chat Models",
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
"inputParams": [
{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["openAIApi"],
"id": "chatOpenAI_0-input-credential-credential"
},
{
"label": "Model Name",
"name": "modelName",
"type": "options",
"options": [
{
"label": "gpt-4",
"name": "gpt-4"
},
{
"label": "gpt-4-0613",
"name": "gpt-4-0613"
},
{
"label": "gpt-4-32k",
"name": "gpt-4-32k"
},
{
"label": "gpt-4-32k-0613",
"name": "gpt-4-32k-0613"
},
{
"label": "gpt-3.5-turbo",
"name": "gpt-3.5-turbo"
},
{
"label": "gpt-3.5-turbo-0613",
"name": "gpt-3.5-turbo-0613"
},
{
"label": "gpt-3.5-turbo-16k",
"name": "gpt-3.5-turbo-16k"
},
{
"label": "gpt-3.5-turbo-16k-0613",
"name": "gpt-3.5-turbo-16k-0613"
}
],
"default": "gpt-3.5-turbo",
"optional": true,
"id": "chatOpenAI_0-input-modelName-options"
},
{
"label": "Temperature",
"name": "temperature",
"type": "number",
"step": 0.1,
"default": 0.9,
"optional": true,
"id": "chatOpenAI_0-input-temperature-number"
},
{
"label": "Max Tokens",
"name": "maxTokens",
"type": "number",
"step": 1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-maxTokens-number"
},
{
"label": "Top Probability",
"name": "topP",
"type": "number",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-topP-number"
},
{
"label": "Frequency Penalty",
"name": "frequencyPenalty",
"type": "number",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-frequencyPenalty-number"
},
{
"label": "Presence Penalty",
"name": "presencePenalty",
"type": "number",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-presencePenalty-number"
},
{
"label": "Timeout",
"name": "timeout",
"type": "number",
"step": 1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-timeout-number"
},
{
"label": "BasePath",
"name": "basepath",
"type": "string",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-basepath-string"
},
{
"label": "BaseOptions",
"name": "baseOptions",
"type": "json",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-baseOptions-json"
}
],
"inputAnchors": [
{
"label": "Cache",
"name": "cache",
"type": "BaseCache",
"optional": true,
"id": "chatOpenAI_0-input-cache-BaseCache"
}
],
"inputs": {
"cache": "",
"modelName": "gpt-3.5-turbo-16k",
"temperature": "0",
"maxTokens": "",
"topP": "",
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
"name": "chatOpenAI",
"label": "ChatOpenAI",
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | Runnable"
}
],
"outputs": {},
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},
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},
"dragging": false
}
],
"edges": [
{
"source": "csvOutputParser_0",
"sourceHandle": "csvOutputParser_0-output-csvOutputParser-CSVListOutputParser|BaseLLMOutputParser|Runnable",
"target": "llmChain_0",
"targetHandle": "llmChain_0-input-outputParser-BaseLLMOutputParser",
"type": "buttonedge",
"id": "csvOutputParser_0-csvOutputParser_0-output-csvOutputParser-CSVListOutputParser|BaseLLMOutputParser|Runnable-llmChain_0-llmChain_0-input-outputParser-BaseLLMOutputParser",
"data": {
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}
},
{
"source": "chatOpenAI_0",
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
"target": "llmChain_0",
"targetHandle": "llmChain_0-input-model-BaseLanguageModel",
"type": "buttonedge",
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-llmChain_0-llmChain_0-input-model-BaseLanguageModel",
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}
},
{
"source": "promptTemplate_0",
"sourceHandle": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate|Runnable",
"target": "llmChain_0",
"targetHandle": "llmChain_0-input-prompt-BasePromptTemplate",
"type": "buttonedge",
"id": "promptTemplate_0-promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate|Runnable-llmChain_0-llmChain_0-input-prompt-BasePromptTemplate",
"data": {
"label": ""
}
}
]
}

View File

@ -659,168 +659,6 @@
},
"dragging": false
},
{
"width": 300,
"height": 405,
"id": "llmChain_0",
"position": {
"x": 747.1299875516488,
"y": -267.01184813798244
},
"type": "customNode",
"data": {
"id": "llmChain_0",
"label": "LLM Chain",
"version": 1,
"name": "llmChain",
"type": "LLMChain",
"baseClasses": ["LLMChain", "BaseChain", "Runnable"],
"category": "Chains",
"description": "Chain to run queries against LLMs",
"inputParams": [
{
"label": "Chain Name",
"name": "chainName",
"type": "string",
"placeholder": "Name Your Chain",
"optional": true,
"id": "llmChain_0-input-chainName-string"
}
],
"inputAnchors": [
{
"label": "Language Model",
"name": "model",
"type": "BaseLanguageModel",
"id": "llmChain_0-input-model-BaseLanguageModel"
},
{
"label": "Prompt",
"name": "prompt",
"type": "BasePromptTemplate",
"id": "llmChain_0-input-prompt-BasePromptTemplate"
}
],
"inputs": {
"model": "{{chatOpenAI_0.data.instance}}",
"prompt": "{{promptTemplate_0.data.instance}}",
"chainName": "RephraseQuestion"
},
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@ -639,17 +665,6 @@
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View File

@ -3,88 +3,7 @@
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View File

@ -1,87 +1,6 @@
{
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@ -144,7 +63,7 @@
},
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View File

@ -0,0 +1,477 @@
{
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View File

@ -1,87 +1,6 @@
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@ -94,8 +13,8 @@
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@ -153,7 +72,7 @@
},
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@ -163,8 +82,8 @@
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@ -312,27 +231,116 @@
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],
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},
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"name": "llmChain",
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