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add tools marketplace
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Henry
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{
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"description": "Output antonym of given user input using few-shot prompt template built with examples",
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"nodes": [
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{
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"width": 300,
|
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"height": 534,
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"id": "promptTemplate_1",
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"position": {
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"label": "Prompt Template",
|
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"name": "promptTemplate",
|
||||
"type": "PromptTemplate",
|
||||
"baseClasses": ["PromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate"],
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"category": "Prompts",
|
||||
"description": "Schema to represent a basic prompt for an LLM",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Template",
|
||||
"name": "template",
|
||||
"type": "string",
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||||
"rows": 4,
|
||||
"placeholder": "What is a good name for a company that makes {product}?",
|
||||
"id": "promptTemplate_1-input-template-string"
|
||||
},
|
||||
{
|
||||
"label": "Format Prompt Values",
|
||||
"name": "promptValues",
|
||||
"type": "string",
|
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"rows": 4,
|
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"placeholder": "{\n \"input_language\": \"English\",\n \"output_language\": \"French\"\n}",
|
||||
"optional": true,
|
||||
"acceptVariable": true,
|
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"list": true,
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"id": "promptTemplate_1-input-promptValues-string"
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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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{
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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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"width": 300,
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"height": 956,
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"id": "fewShotPromptTemplate_1",
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"position": {
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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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"name": "fewShotPromptTemplate",
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||||
"type": "FewShotPromptTemplate",
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||||
"baseClasses": ["FewShotPromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate"],
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||||
"category": "Prompts",
|
||||
"description": "Prompt template you can build with examples",
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"inputParams": [
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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",
|
||||
"name": "prefix",
|
||||
"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"
|
||||
},
|
||||
{
|
||||
"label": "Suffix",
|
||||
"name": "suffix",
|
||||
"type": "string",
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||||
"rows": 4,
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||||
"placeholder": "Word: {input}\nAntonym:",
|
||||
"id": "fewShotPromptTemplate_1-input-suffix-string"
|
||||
},
|
||||
{
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||||
"label": "Example Seperator",
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||||
"name": "exampleSeparator",
|
||||
"type": "string",
|
||||
"placeholder": "\n\n",
|
||||
"id": "fewShotPromptTemplate_1-input-exampleSeparator-string"
|
||||
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|
||||
{
|
||||
"label": "Template Format",
|
||||
"name": "templateFormat",
|
||||
"type": "options",
|
||||
"options": [
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||||
{
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||||
"label": "f-string",
|
||||
"name": "f-string"
|
||||
},
|
||||
{
|
||||
"label": "jinja-2",
|
||||
"name": "jinja-2"
|
||||
}
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],
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"default": "f-string",
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{
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"label": "Example Prompt",
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"id": "fewShotPromptTemplate_1-input-examplePrompt-PromptTemplate"
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||||
}
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],
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"inputs": {
|
||||
"examples": "[\n { \"word\": \"happy\", \"antonym\": \"sad\" },\n { \"word\": \"tall\", \"antonym\": \"short\" }\n]",
|
||||
"examplePrompt": "{{promptTemplate_1.data.instance}}",
|
||||
"prefix": "Give the antonym of every input",
|
||||
"suffix": "Word: {input}\\nAntonym:",
|
||||
"exampleSeparator": "\\n\\n",
|
||||
"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",
|
||||
"label": "FewShotPromptTemplate",
|
||||
"type": "FewShotPromptTemplate | BaseStringPromptTemplate | BasePromptTemplate"
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}
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],
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"outputs": {},
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{
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"width": 300,
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"height": 526,
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"id": "openAI_1",
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"position": {
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"type": "customNode",
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"data": {
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"id": "openAI_1",
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"label": "OpenAI",
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"name": "openAI",
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||||
"type": "OpenAI",
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||||
"baseClasses": ["OpenAI", "BaseLLM", "BaseLanguageModel", "BaseLangChain"],
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"category": "LLMs",
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||||
"description": "Wrapper around OpenAI large language models",
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"inputParams": [
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{
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"label": "OpenAI Api Key",
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"name": "openAIApiKey",
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"type": "password",
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"id": "openAI_1-input-openAIApiKey-password"
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},
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{
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"label": "Model Name",
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||||
"name": "modelName",
|
||||
"type": "options",
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"options": [
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{
|
||||
"label": "text-davinci-003",
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||||
"name": "text-davinci-003"
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||||
},
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{
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||||
"label": "text-davinci-002",
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||||
"name": "text-davinci-002"
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||||
},
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||||
{
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||||
"label": "text-curie-001",
|
||||
"name": "text-curie-001"
|
||||
},
|
||||
{
|
||||
"label": "text-babbage-001",
|
||||
"name": "text-babbage-001"
|
||||
}
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||||
],
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"default": "text-davinci-003",
|
||||
"optional": true,
|
||||
"id": "openAI_1-input-modelName-options"
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||||
},
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||||
{
|
||||
"label": "Temperature",
|
||||
"name": "temperature",
|
||||
"type": "number",
|
||||
"default": 0.7,
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||||
"optional": true,
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"id": "openAI_1-input-temperature-number"
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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": "openAI_1-input-maxTokens-number"
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||||
{
|
||||
"label": "Top Probability",
|
||||
"name": "topP",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-topP-number"
|
||||
},
|
||||
{
|
||||
"label": "Best Of",
|
||||
"name": "bestOf",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-bestOf-number"
|
||||
},
|
||||
{
|
||||
"label": "Frequency Penalty",
|
||||
"name": "frequencyPenalty",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-frequencyPenalty-number"
|
||||
},
|
||||
{
|
||||
"label": "Presence Penalty",
|
||||
"name": "presencePenalty",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-presencePenalty-number"
|
||||
},
|
||||
{
|
||||
"label": "Batch Size",
|
||||
"name": "batchSize",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-batchSize-number"
|
||||
},
|
||||
{
|
||||
"label": "Timeout",
|
||||
"name": "timeout",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-timeout-number"
|
||||
},
|
||||
{
|
||||
"label": "BasePath",
|
||||
"name": "basepath",
|
||||
"type": "string",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-basepath-string"
|
||||
}
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||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"modelName": "text-davinci-003",
|
||||
"temperature": 0.7,
|
||||
"maxTokens": "",
|
||||
"topP": "",
|
||||
"bestOf": "",
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||||
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|
||||
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||||
"batchSize": "",
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||||
"timeout": ""
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||||
},
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{
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"id": "openAI_1-output-openAI-OpenAI|BaseLLM|BaseLanguageModel|BaseLangChain",
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"name": "openAI",
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||||
"label": "OpenAI",
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||||
"type": "OpenAI | BaseLLM | BaseLanguageModel | BaseLangChain"
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||||
}
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||||
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"outputs": {},
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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": 407,
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"id": "llmChain_1",
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"position": {
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"type": "customNode",
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"data": {
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"id": "llmChain_1",
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"label": "LLM Chain",
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"name": "llmChain",
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||||
"type": "LLMChain",
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||||
"baseClasses": ["LLMChain", "BaseChain", "BaseLangChain"],
|
||||
"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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],
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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_1-input-model-BaseLanguageModel"
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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_1-input-prompt-BasePromptTemplate"
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||||
}
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||||
],
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||||
"inputs": {
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||||
"model": "{{openAI_1.data.instance}}",
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||||
"prompt": "{{fewShotPromptTemplate_1.data.instance}}",
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||||
"chainName": ""
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||||
},
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"label": "Output",
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||||
"options": [
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{
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||||
"id": "llmChain_1-output-llmChain-LLMChain|BaseChain|BaseLangChain",
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||||
"name": "llmChain",
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||||
"label": "LLM Chain",
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||||
"type": "LLMChain | BaseChain | BaseLangChain"
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||||
},
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||||
{
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||||
"id": "llmChain_1-output-outputPrediction-string",
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||||
"name": "outputPrediction",
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||||
"label": "Output Prediction",
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||||
"type": "string"
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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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"source": "promptTemplate_1",
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||||
"target": "fewShotPromptTemplate_1",
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"data": {
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||||
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||||
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{
|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
{
|
||||
"source": "fewShotPromptTemplate_1",
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||||
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||||
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||||
}
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||||
]
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||||
}
|
||||
@@ -0,0 +1,650 @@
|
||||
{
|
||||
"description": "Use AutoGPT - Autonomous agent with chain of thoughts for self-guided task completion",
|
||||
"nodes": [
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||||
{
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||||
"width": 300,
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||||
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||||
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||||
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"id": "autoGPT_0",
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||||
"label": "AutoGPT",
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||||
"name": "autoGPT",
|
||||
"type": "AutoGPT",
|
||||
"baseClasses": ["AutoGPT"],
|
||||
"category": "Agents",
|
||||
"description": "Autonomous agent with chain of thoughts by GPT4",
|
||||
"inputParams": [
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||||
{
|
||||
"label": "AutoGPT Name",
|
||||
"name": "aiName",
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||||
"type": "string",
|
||||
"placeholder": "Tom",
|
||||
"optional": true,
|
||||
"id": "autoGPT_0-input-aiName-string"
|
||||
},
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||||
{
|
||||
"label": "AutoGPT Role",
|
||||
"name": "aiRole",
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||||
"type": "string",
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||||
"placeholder": "Assistant",
|
||||
"optional": true,
|
||||
"id": "autoGPT_0-input-aiRole-string"
|
||||
},
|
||||
{
|
||||
"label": "Maximum Loop",
|
||||
"name": "maxLoop",
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||||
"type": "number",
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||||
"default": 5,
|
||||
"optional": true,
|
||||
"id": "autoGPT_0-input-maxLoop-number"
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||||
}
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||||
],
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||||
"inputAnchors": [
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||||
{
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||||
"label": "Allowed Tools",
|
||||
"name": "tools",
|
||||
"type": "Tool",
|
||||
"list": true,
|
||||
"id": "autoGPT_0-input-tools-Tool"
|
||||
},
|
||||
{
|
||||
"label": "Chat Model",
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
{
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||||
"label": "gpt-3.5-turbo",
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||||
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||||
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||||
{
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||||
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||||
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||||
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||||
{
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||||
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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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||||
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||||
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||||
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||||
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||||
{
|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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|
||||
"id": "chatOpenAI_1-input-timeout-number"
|
||||
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|
||||
{
|
||||
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|
||||
"name": "basepath",
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||||
"type": "string",
|
||||
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||||
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||||
"id": "chatOpenAI_1-input-basepath-string"
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||||
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||||
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||||
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|
||||
"inputs": {
|
||||
"modelName": "gpt-3.5-turbo",
|
||||
"temperature": "0",
|
||||
"maxTokens": "",
|
||||
"topP": "",
|
||||
"frequencyPenalty": "",
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||||
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||||
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|
||||
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|
||||
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||||
{
|
||||
"id": "chatOpenAI_1-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|BaseLangChain",
|
||||
"name": "chatOpenAI",
|
||||
"label": "ChatOpenAI",
|
||||
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | BaseLangChain"
|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
},
|
||||
{
|
||||
"width": 300,
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||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
"name": "babyAGI",
|
||||
"type": "BabyAGI",
|
||||
"baseClasses": ["BabyAGI"],
|
||||
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|
||||
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|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"model": "{{chatOpenAI_1.data.instance}}",
|
||||
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|
||||
"taskLoop": 3
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "babyAGI_1-output-babyAGI-BabyAGI",
|
||||
"name": "babyAGI",
|
||||
"label": "BabyAGI",
|
||||
"type": "BabyAGI"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"dragging": false,
|
||||
"positionAbsolute": {
|
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"x": 950.8042093214954,
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||||
"y": 66.00028106865324
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||||
}
|
||||
}
|
||||
],
|
||||
"edges": [
|
||||
{
|
||||
"source": "openAIEmbeddings_1",
|
||||
"sourceHandle": "openAIEmbeddings_1-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings",
|
||||
"target": "pineconeExistingIndex_1",
|
||||
"targetHandle": "pineconeExistingIndex_1-input-embeddings-Embeddings",
|
||||
"type": "buttonedge",
|
||||
"id": "openAIEmbeddings_1-openAIEmbeddings_1-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings-pineconeExistingIndex_1-pineconeExistingIndex_1-input-embeddings-Embeddings",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "chatOpenAI_1",
|
||||
"sourceHandle": "chatOpenAI_1-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|BaseLangChain",
|
||||
"target": "babyAGI_1",
|
||||
"targetHandle": "babyAGI_1-input-model-BaseChatModel",
|
||||
"type": "buttonedge",
|
||||
"id": "chatOpenAI_1-chatOpenAI_1-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|BaseLangChain-babyAGI_1-babyAGI_1-input-model-BaseChatModel",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "pineconeExistingIndex_1",
|
||||
"sourceHandle": "pineconeExistingIndex_1-output-vectorStore-Pinecone|VectorStore",
|
||||
"target": "babyAGI_1",
|
||||
"targetHandle": "babyAGI_1-input-vectorStore-VectorStore",
|
||||
"type": "buttonedge",
|
||||
"id": "pineconeExistingIndex_1-pineconeExistingIndex_1-output-vectorStore-Pinecone|VectorStore-babyAGI_1-babyAGI_1-input-vectorStore-VectorStore",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
}
|
||||
]
|
||||
}
|
||||
@@ -0,0 +1,455 @@
|
||||
{
|
||||
"description": "Use ChatGPT Plugins within LangChain abstractions with GET and POST Tools",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
"height": 278,
|
||||
"id": "aiPlugin_0",
|
||||
"position": {
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||||
"x": 1086.2925487205378,
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||||
"y": 84.92168014974317
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||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "aiPlugin_0",
|
||||
"label": "AI Plugin",
|
||||
"name": "aiPlugin",
|
||||
"type": "AIPlugin",
|
||||
"baseClasses": ["AIPlugin", "Tool"],
|
||||
"category": "Tools",
|
||||
"description": "Execute actions using ChatGPT Plugin Url",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Plugin Url",
|
||||
"name": "pluginUrl",
|
||||
"type": "string",
|
||||
"placeholder": "https://www.klarna.com/.well-known/ai-plugin.json"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"pluginUrl": "https://www.klarna.com/.well-known/ai-plugin.json"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "aiPlugin_0-output-aiPlugin-AIPlugin|Tool",
|
||||
"name": "aiPlugin",
|
||||
"label": "AIPlugin",
|
||||
"type": "AIPlugin | Tool"
|
||||
}
|
||||
],
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 1086.2925487205378,
|
||||
"y": 84.92168014974317
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 251,
|
||||
"id": "requestsGet_0",
|
||||
"position": {
|
||||
"x": 761.713884489628,
|
||||
"y": 170.84830553778124
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "requestsGet_0",
|
||||
"label": "Requests Get",
|
||||
"name": "requestsGet",
|
||||
"type": "RequestsGet",
|
||||
"baseClasses": ["RequestsGet", "Tool", "StructuredTool", "BaseLangChain"],
|
||||
"category": "Tools",
|
||||
"description": "Execute HTTP GET requests",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "URL",
|
||||
"name": "url",
|
||||
"type": "string",
|
||||
"description": "Agent will make call to this exact URL. If not specified, agent will try to figure out itself from AIPlugin if provided",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "requestsGet_0-input-url-string"
|
||||
},
|
||||
{
|
||||
"label": "Description",
|
||||
"name": "description",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"default": "A portal to the internet. Use this when you need to get specific content from a website. \nInput should be a url (i.e. https://www.google.com). The output will be the text response of the GET request.",
|
||||
"description": "Acts like a prompt to tell agent when it should use this tool",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "requestsGet_0-input-description-string"
|
||||
},
|
||||
{
|
||||
"label": "Headers",
|
||||
"name": "headers",
|
||||
"type": "json",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "requestsGet_0-input-headers-json"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"url": "",
|
||||
"description": "A portal to the internet. Use this when you need to get specific content from a website. \nInput should be a url (i.e. https://www.google.com). The output will be the text response of the GET request.",
|
||||
"headers": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "requestsGet_0-output-requestsGet-RequestsGet|Tool|StructuredTool|BaseLangChain",
|
||||
"name": "requestsGet",
|
||||
"label": "RequestsGet",
|
||||
"type": "RequestsGet | Tool | StructuredTool | BaseLangChain"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 761.713884489628,
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||||
"y": 170.84830553778124
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 251,
|
||||
"id": "requestsPost_0",
|
||||
"position": {
|
||||
"x": 436.4125209312256,
|
||||
"y": 306.87715502984184
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "requestsPost_0",
|
||||
"label": "Requests Post",
|
||||
"name": "requestsPost",
|
||||
"type": "RequestsPost",
|
||||
"baseClasses": ["RequestsPost", "Tool", "StructuredTool", "BaseLangChain"],
|
||||
"category": "Tools",
|
||||
"description": "Execute HTTP POST requests",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "URL",
|
||||
"name": "url",
|
||||
"type": "string",
|
||||
"description": "Agent will make call to this exact URL. If not specified, agent will try to figure out itself from AIPlugin if provided",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "requestsPost_0-input-url-string"
|
||||
},
|
||||
{
|
||||
"label": "Body",
|
||||
"name": "body",
|
||||
"type": "json",
|
||||
"description": "JSON body for the POST request. If not specified, agent will try to figure out itself from AIPlugin if provided",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "requestsPost_0-input-body-json"
|
||||
},
|
||||
{
|
||||
"label": "Description",
|
||||
"name": "description",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"default": "Use this when you want to POST to a website.\nInput should be a json string with two keys: \"url\" and \"data\".\nThe value of \"url\" should be a string, and the value of \"data\" should be a dictionary of \nkey-value pairs you want to POST to the url as a JSON body.\nBe careful to always use double quotes for strings in the json string\nThe output will be the text response of the POST request.",
|
||||
"description": "Acts like a prompt to tell agent when it should use this tool",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "requestsPost_0-input-description-string"
|
||||
},
|
||||
{
|
||||
"label": "Headers",
|
||||
"name": "headers",
|
||||
"type": "json",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "requestsPost_0-input-headers-json"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"url": "",
|
||||
"body": "",
|
||||
"description": "Use this when you want to POST to a website.\nInput should be a json string with two keys: \"url\" and \"data\".\nThe value of \"url\" should be a string, and the value of \"data\" should be a dictionary of \nkey-value pairs you want to POST to the url as a JSON body.\nBe careful to always use double quotes for strings in the json string\nThe output will be the text response of the POST request.",
|
||||
"headers": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "requestsPost_0-output-requestsPost-RequestsPost|Tool|StructuredTool|BaseLangChain",
|
||||
"name": "requestsPost",
|
||||
"label": "RequestsPost",
|
||||
"type": "RequestsPost | Tool | StructuredTool | BaseLangChain"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 436.4125209312256,
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"y": 306.87715502984184
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 280,
|
||||
"id": "mrklAgentChat_0",
|
||||
"position": {
|
||||
"x": 1416.2054860029416,
|
||||
"y": 451.43299014109715
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "mrklAgentChat_0",
|
||||
"label": "MRKL Agent for Chat Models",
|
||||
"name": "mrklAgentChat",
|
||||
"type": "AgentExecutor",
|
||||
"baseClasses": ["AgentExecutor", "BaseChain", "BaseLangChain"],
|
||||
"category": "Agents",
|
||||
"description": "Agent that uses the ReAct Framework to decide what action to take, optimized to be used with Chat Models",
|
||||
"inputParams": [],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Allowed Tools",
|
||||
"name": "tools",
|
||||
"type": "Tool",
|
||||
"list": true,
|
||||
"id": "mrklAgentChat_0-input-tools-Tool"
|
||||
},
|
||||
{
|
||||
"label": "Language Model",
|
||||
"name": "model",
|
||||
"type": "BaseLanguageModel",
|
||||
"id": "mrklAgentChat_0-input-model-BaseLanguageModel"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"tools": ["{{requestsGet_0.data.instance}}", "{{requestsPost_0.data.instance}}", "{{aiPlugin_0.data.instance}}"],
|
||||
"model": "{{chatOpenAI_0.data.instance}}"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "mrklAgentChat_0-output-mrklAgentChat-AgentExecutor|BaseChain|BaseLangChain",
|
||||
"name": "mrklAgentChat",
|
||||
"label": "AgentExecutor",
|
||||
"type": "AgentExecutor | BaseChain | BaseLangChain"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 1416.2054860029416,
|
||||
"y": 451.43299014109715
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 524,
|
||||
"id": "chatOpenAI_0",
|
||||
"position": {
|
||||
"x": 797.0574814814245,
|
||||
"y": 578.7641992971934
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "BaseLangChain"],
|
||||
"category": "Chat Models",
|
||||
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "OpenAI Api Key",
|
||||
"name": "openAIApiKey",
|
||||
"type": "password",
|
||||
"id": "chatOpenAI_0-input-openAIApiKey-password"
|
||||
},
|
||||
{
|
||||
"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",
|
||||
"default": 0.9,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-temperature-number"
|
||||
},
|
||||
{
|
||||
"label": "Max Tokens",
|
||||
"name": "maxTokens",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-maxTokens-number"
|
||||
},
|
||||
{
|
||||
"label": "Top Probability",
|
||||
"name": "topP",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-topP-number"
|
||||
},
|
||||
{
|
||||
"label": "Frequency Penalty",
|
||||
"name": "frequencyPenalty",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-frequencyPenalty-number"
|
||||
},
|
||||
{
|
||||
"label": "Presence Penalty",
|
||||
"name": "presencePenalty",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-presencePenalty-number"
|
||||
},
|
||||
{
|
||||
"label": "Timeout",
|
||||
"name": "timeout",
|
||||
"type": "number",
|
||||
"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"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"modelName": "gpt-3.5-turbo",
|
||||
"temperature": 0.9,
|
||||
"maxTokens": "",
|
||||
"topP": "",
|
||||
"frequencyPenalty": "",
|
||||
"presencePenalty": "",
|
||||
"timeout": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|BaseLangChain",
|
||||
"name": "chatOpenAI",
|
||||
"label": "ChatOpenAI",
|
||||
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | BaseLangChain"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 797.0574814814245,
|
||||
"y": 578.7641992971934
|
||||
},
|
||||
"dragging": false
|
||||
}
|
||||
],
|
||||
"edges": [
|
||||
{
|
||||
"source": "requestsGet_0",
|
||||
"sourceHandle": "requestsGet_0-output-requestsGet-RequestsGet|Tool|StructuredTool|BaseLangChain",
|
||||
"target": "mrklAgentChat_0",
|
||||
"targetHandle": "mrklAgentChat_0-input-tools-Tool",
|
||||
"type": "buttonedge",
|
||||
"id": "requestsGet_0-requestsGet_0-output-requestsGet-RequestsGet|Tool|StructuredTool|BaseLangChain-mrklAgentChat_0-mrklAgentChat_0-input-tools-Tool",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "aiPlugin_0",
|
||||
"sourceHandle": "aiPlugin_0-output-aiPlugin-AIPlugin|Tool",
|
||||
"target": "mrklAgentChat_0",
|
||||
"targetHandle": "mrklAgentChat_0-input-tools-Tool",
|
||||
"type": "buttonedge",
|
||||
"id": "aiPlugin_0-aiPlugin_0-output-aiPlugin-AIPlugin|Tool-mrklAgentChat_0-mrklAgentChat_0-input-tools-Tool",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "requestsPost_0",
|
||||
"sourceHandle": "requestsPost_0-output-requestsPost-RequestsPost|Tool|StructuredTool|BaseLangChain",
|
||||
"target": "mrklAgentChat_0",
|
||||
"targetHandle": "mrklAgentChat_0-input-tools-Tool",
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||||
"type": "buttonedge",
|
||||
"id": "requestsPost_0-requestsPost_0-output-requestsPost-RequestsPost|Tool|StructuredTool|BaseLangChain-mrklAgentChat_0-mrklAgentChat_0-input-tools-Tool",
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||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "chatOpenAI_0",
|
||||
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|BaseLangChain",
|
||||
"target": "mrklAgentChat_0",
|
||||
"targetHandle": "mrklAgentChat_0-input-model-BaseLanguageModel",
|
||||
"type": "buttonedge",
|
||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|BaseLangChain-mrklAgentChat_0-mrklAgentChat_0-input-model-BaseLanguageModel",
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||||
"data": {
|
||||
"label": ""
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||||
}
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||||
}
|
||||
]
|
||||
}
|
||||
@@ -0,0 +1,424 @@
|
||||
{
|
||||
"description": "A conversational agent for a chat model which utilize chat specific prompts",
|
||||
"nodes": [
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||||
{
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"width": 300,
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||||
"height": 524,
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|
||||
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||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "BaseLangChain"],
|
||||
"category": "Chat Models",
|
||||
"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": "OpenAI Api Key",
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||||
"name": "openAIApiKey",
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||||
"type": "password",
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||||
"id": "chatOpenAI_1-input-openAIApiKey-password"
|
||||
},
|
||||
{
|
||||
"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"
|
||||
}
|
||||
],
|
||||
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|
||||
"optional": true,
|
||||
"id": "chatOpenAI_1-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Temperature",
|
||||
"name": "temperature",
|
||||
"type": "number",
|
||||
"default": 0.9,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_1-input-temperature-number"
|
||||
},
|
||||
{
|
||||
"label": "Max Tokens",
|
||||
"name": "maxTokens",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_1-input-maxTokens-number"
|
||||
},
|
||||
{
|
||||
"label": "Top Probability",
|
||||
"name": "topP",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_1-input-topP-number"
|
||||
},
|
||||
{
|
||||
"label": "Frequency Penalty",
|
||||
"name": "frequencyPenalty",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_1-input-frequencyPenalty-number"
|
||||
},
|
||||
{
|
||||
"label": "Presence Penalty",
|
||||
"name": "presencePenalty",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_1-input-presencePenalty-number"
|
||||
},
|
||||
{
|
||||
"label": "Timeout",
|
||||
"name": "timeout",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_1-input-timeout-number"
|
||||
},
|
||||
{
|
||||
"label": "BasePath",
|
||||
"name": "basepath",
|
||||
"type": "string",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_1-input-basepath-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"modelName": "gpt-3.5-turbo",
|
||||
"temperature": "0",
|
||||
"maxTokens": "",
|
||||
"topP": "",
|
||||
"frequencyPenalty": "",
|
||||
"presencePenalty": "",
|
||||
"timeout": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "chatOpenAI_1-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|BaseLangChain",
|
||||
"name": "chatOpenAI",
|
||||
"label": "ChatOpenAI",
|
||||
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | BaseLangChain"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 56.646518061018355,
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||||
"y": 71.07043412525425
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||||
},
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||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
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||||
"height": 278,
|
||||
"id": "serpAPI_1",
|
||||
"position": {
|
||||
"x": 436.94138168947336,
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||||
"y": 39.517825311262044
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||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "serpAPI_1",
|
||||
"label": "Serp API",
|
||||
"name": "serpAPI",
|
||||
"type": "SerpAPI",
|
||||
"baseClasses": ["SerpAPI", "Tool", "StructuredTool", "BaseLangChain"],
|
||||
"category": "Tools",
|
||||
"description": "Wrapper around SerpAPI - a real-time API to access Google search results",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Serp Api Key",
|
||||
"name": "apiKey",
|
||||
"type": "password",
|
||||
"id": "serpAPI_1-input-apiKey-password"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "serpAPI_1-output-serpAPI-SerpAPI|Tool|StructuredTool|BaseLangChain",
|
||||
"name": "serpAPI",
|
||||
"label": "SerpAPI",
|
||||
"type": "SerpAPI | Tool | StructuredTool | BaseLangChain"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
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"x": 436.94138168947336,
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||||
"y": 39.517825311262044
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||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 143,
|
||||
"id": "calculator_1",
|
||||
"position": {
|
||||
"x": 800.5125025564965,
|
||||
"y": 72.40592063242738
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||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "calculator_1",
|
||||
"label": "Calculator",
|
||||
"name": "calculator",
|
||||
"type": "Calculator",
|
||||
"baseClasses": ["Calculator", "Tool", "StructuredTool", "BaseLangChain"],
|
||||
"category": "Tools",
|
||||
"description": "Perform calculations on response",
|
||||
"inputParams": [],
|
||||
"inputAnchors": [],
|
||||
"inputs": {},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "calculator_1-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain",
|
||||
"name": "calculator",
|
||||
"label": "Calculator",
|
||||
"type": "Calculator | Tool | StructuredTool | BaseLangChain"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"positionAbsolute": {
|
||||
"x": 800.5125025564965,
|
||||
"y": 72.40592063242738
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||||
},
|
||||
"selected": false,
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 376,
|
||||
"id": "bufferMemory_1",
|
||||
"position": {
|
||||
"x": 573.479796337051,
|
||||
"y": 575.8843338367278
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||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "bufferMemory_1",
|
||||
"label": "Buffer Memory",
|
||||
"name": "bufferMemory",
|
||||
"type": "BufferMemory",
|
||||
"baseClasses": ["BufferMemory", "BaseChatMemory", "BaseMemory"],
|
||||
"category": "Memory",
|
||||
"description": "Remembers previous conversational back and forths directly",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Memory Key",
|
||||
"name": "memoryKey",
|
||||
"type": "string",
|
||||
"default": "chat_history",
|
||||
"id": "bufferMemory_1-input-memoryKey-string"
|
||||
},
|
||||
{
|
||||
"label": "Input Key",
|
||||
"name": "inputKey",
|
||||
"type": "string",
|
||||
"default": "input",
|
||||
"id": "bufferMemory_1-input-inputKey-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"memoryKey": "chat_history",
|
||||
"inputKey": "input"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "bufferMemory_1-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
|
||||
"name": "bufferMemory",
|
||||
"label": "BufferMemory",
|
||||
"type": "BufferMemory | BaseChatMemory | BaseMemory"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
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|
||||
"x": 573.479796337051,
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||||
"y": 575.8843338367278
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||||
},
|
||||
"selected": false,
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 383,
|
||||
"id": "conversationalAgent_0",
|
||||
"position": {
|
||||
"x": 1206.1996037716035,
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||||
"y": 227.39579577603587
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||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "conversationalAgent_0",
|
||||
"label": "Conversational Agent",
|
||||
"name": "conversationalAgent",
|
||||
"type": "AgentExecutor",
|
||||
"baseClasses": ["AgentExecutor", "BaseChain", "BaseLangChain"],
|
||||
"category": "Agents",
|
||||
"description": "Conversational agent for a chat model. It will utilize chat specific prompts",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "System Message",
|
||||
"name": "systemMessage",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "conversationalAgent_0-input-systemMessage-string"
|
||||
},
|
||||
{
|
||||
"label": "Human Message",
|
||||
"name": "humanMessage",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "conversationalAgent_0-input-humanMessage-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Allowed Tools",
|
||||
"name": "tools",
|
||||
"type": "Tool",
|
||||
"list": true,
|
||||
"id": "conversationalAgent_0-input-tools-Tool"
|
||||
},
|
||||
{
|
||||
"label": "Language Model",
|
||||
"name": "model",
|
||||
"type": "BaseLanguageModel",
|
||||
"id": "conversationalAgent_0-input-model-BaseLanguageModel"
|
||||
},
|
||||
{
|
||||
"label": "Memory",
|
||||
"name": "memory",
|
||||
"type": "BaseChatMemory",
|
||||
"id": "conversationalAgent_0-input-memory-BaseChatMemory"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"tools": ["{{calculator_1.data.instance}}", "{{serpAPI_1.data.instance}}"],
|
||||
"model": "{{chatOpenAI_1.data.instance}}",
|
||||
"memory": "{{bufferMemory_1.data.instance}}",
|
||||
"systemMessage": "",
|
||||
"humanMessage": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "conversationalAgent_0-output-conversationalAgent-AgentExecutor|BaseChain|BaseLangChain",
|
||||
"name": "conversationalAgent",
|
||||
"label": "AgentExecutor",
|
||||
"type": "AgentExecutor | BaseChain | BaseLangChain"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 1206.1996037716035,
|
||||
"y": 227.39579577603587
|
||||
},
|
||||
"dragging": false
|
||||
}
|
||||
],
|
||||
"edges": [
|
||||
{
|
||||
"source": "calculator_1",
|
||||
"sourceHandle": "calculator_1-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain",
|
||||
"target": "conversationalAgent_0",
|
||||
"targetHandle": "conversationalAgent_0-input-tools-Tool",
|
||||
"type": "buttonedge",
|
||||
"id": "calculator_1-calculator_1-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain-conversationalAgent_0-conversationalAgent_0-input-tools-Tool",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "serpAPI_1",
|
||||
"sourceHandle": "serpAPI_1-output-serpAPI-SerpAPI|Tool|StructuredTool|BaseLangChain",
|
||||
"target": "conversationalAgent_0",
|
||||
"targetHandle": "conversationalAgent_0-input-tools-Tool",
|
||||
"type": "buttonedge",
|
||||
"id": "serpAPI_1-serpAPI_1-output-serpAPI-SerpAPI|Tool|StructuredTool|BaseLangChain-conversationalAgent_0-conversationalAgent_0-input-tools-Tool",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "chatOpenAI_1",
|
||||
"sourceHandle": "chatOpenAI_1-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|BaseLangChain",
|
||||
"target": "conversationalAgent_0",
|
||||
"targetHandle": "conversationalAgent_0-input-model-BaseLanguageModel",
|
||||
"type": "buttonedge",
|
||||
"id": "chatOpenAI_1-chatOpenAI_1-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|BaseLangChain-conversationalAgent_0-conversationalAgent_0-input-model-BaseLanguageModel",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "bufferMemory_1",
|
||||
"sourceHandle": "bufferMemory_1-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
|
||||
"target": "conversationalAgent_0",
|
||||
"targetHandle": "conversationalAgent_0-input-memory-BaseChatMemory",
|
||||
"type": "buttonedge",
|
||||
"id": "bufferMemory_1-bufferMemory_1-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory-conversationalAgent_0-conversationalAgent_0-input-memory-BaseChatMemory",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
}
|
||||
]
|
||||
}
|
||||
@@ -0,0 +1,624 @@
|
||||
{
|
||||
"description": "Text file QnA using conversational retrieval QA chain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
"height": 376,
|
||||
"id": "recursiveCharacterTextSplitter_1",
|
||||
"position": {
|
||||
"x": 422.81091375202413,
|
||||
"y": 122.99825010325736
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "recursiveCharacterTextSplitter_1",
|
||||
"label": "Recursive Character Text Splitter",
|
||||
"name": "recursiveCharacterTextSplitter",
|
||||
"type": "RecursiveCharacterTextSplitter",
|
||||
"baseClasses": ["RecursiveCharacterTextSplitter", "TextSplitter"],
|
||||
"category": "Text Splitters",
|
||||
"description": "Split documents recursively by different characters - starting with \"\n\n\", then \"\n\", then \" \"",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Chunk Size",
|
||||
"name": "chunkSize",
|
||||
"type": "number",
|
||||
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||||
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||||
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||||
"id": "textFile_1-input-textSplitter-TextSplitter"
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{
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"type": "Document"
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"name": "pineconeUpsert",
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||||
"type": "Pinecone",
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||||
"baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
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||||
"category": "Vector Stores",
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||||
"description": "Upsert documents to Pinecone",
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{
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||||
"label": "Pinecone Api Key",
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"label": "Pinecone Environment",
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||||
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||||
"name": "topK",
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"description": "Number of top results to fetch. Default to 4",
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"placeholder": "4",
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||||
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"list": true,
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||||
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||||
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||||
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||||
"label": "Embeddings",
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||||
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||||
"type": "Embeddings",
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||||
"id": "pineconeUpsert_1-input-embeddings-Embeddings"
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||||
}
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||||
],
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||||
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||||
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||||
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||||
"pineconeEnv": "us-west4-gcp",
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||||
"pineconeIndex": "myindex",
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"pineconeNamespace": "mynamespace"
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{
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"name": "retriever",
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||||
"label": "Pinecone Retriever",
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||||
"type": "Pinecone | VectorStoreRetriever | BaseRetriever"
|
||||
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|
||||
{
|
||||
"id": "pineconeUpsert_1-output-vectorStore-Pinecone|VectorStore",
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||||
"name": "vectorStore",
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||||
"label": "Pinecone Vector Store",
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||||
"type": "Pinecone | VectorStore"
|
||||
}
|
||||
],
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||||
"default": "retriever"
|
||||
}
|
||||
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||||
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||||
"output": "retriever"
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||||
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||||
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||||
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||||
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||||
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||||
"x": 1201.3427203075867,
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||||
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|
||||
{
|
||||
"width": 300,
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||||
"height": 524,
|
||||
"id": "chatOpenAI_0",
|
||||
"position": {
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||||
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||||
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||||
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||||
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||||
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||||
"id": "chatOpenAI_0",
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||||
"label": "ChatOpenAI",
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||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "BaseLangChain"],
|
||||
"category": "Chat Models",
|
||||
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||||
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||||
{
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||||
"label": "OpenAI Api Key",
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||||
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||||
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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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||||
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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-4-0613",
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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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||||
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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-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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||||
{
|
||||
"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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||||
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||||
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||||
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||||
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||||
{
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
"additionalParams": true,
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||||
"id": "chatOpenAI_0-input-frequencyPenalty-number"
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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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||||
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|
||||
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|
||||
"id": "chatOpenAI_0-input-presencePenalty-number"
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||||
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||||
{
|
||||
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||||
"name": "timeout",
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||||
"type": "number",
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||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-timeout-number"
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||||
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||||
{
|
||||
"label": "BasePath",
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||||
"name": "basepath",
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||||
"type": "string",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-basepath-string"
|
||||
}
|
||||
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|
||||
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|
||||
"inputs": {
|
||||
"modelName": "gpt-3.5-turbo",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
{
|
||||
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|BaseLangChain",
|
||||
"name": "chatOpenAI",
|
||||
"label": "ChatOpenAI",
|
||||
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | BaseLangChain"
|
||||
}
|
||||
],
|
||||
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||||
"selected": false
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||||
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||||
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|
||||
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||||
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||||
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||||
},
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||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 280,
|
||||
"id": "conversationalRetrievalQAChain_0",
|
||||
"position": {
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||||
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||||
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||||
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||||
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||||
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||||
"id": "conversationalRetrievalQAChain_0",
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||||
"label": "Conversational Retrieval QA Chain",
|
||||
"name": "conversationalRetrievalQAChain",
|
||||
"type": "ConversationalRetrievalQAChain",
|
||||
"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain", "BaseLangChain"],
|
||||
"category": "Chains",
|
||||
"description": "Document QA - built on RetrievalQAChain to provide a chat history component",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Return Source Documents",
|
||||
"name": "returnSourceDocuments",
|
||||
"type": "boolean",
|
||||
"optional": true,
|
||||
"id": "conversationalRetrievalQAChain_0-input-returnSourceDocuments-boolean"
|
||||
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|
||||
{
|
||||
"label": "System Message",
|
||||
"name": "systemMessagePrompt",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"placeholder": "I want you to act as a document that I am having a conversation with. Your name is \"AI Assistant\". You will provide me with answers from the given info. If the answer is not included, say exactly \"Hmm, I am not sure.\" and stop after that. Refuse to answer any question not about the info. Never break character.",
|
||||
"id": "conversationalRetrievalQAChain_0-input-systemMessagePrompt-string"
|
||||
},
|
||||
{
|
||||
"label": "Chain Option",
|
||||
"name": "chainOption",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "MapReduceDocumentsChain",
|
||||
"name": "map_reduce",
|
||||
"description": "Suitable for QA tasks over larger documents and can run the preprocessing step in parallel, reducing the running time"
|
||||
},
|
||||
{
|
||||
"label": "RefineDocumentsChain",
|
||||
"name": "refine",
|
||||
"description": "Suitable for QA tasks over a large number of documents."
|
||||
},
|
||||
{
|
||||
"label": "StuffDocumentsChain",
|
||||
"name": "stuff",
|
||||
"description": "Suitable for QA tasks over a small number of documents."
|
||||
}
|
||||
],
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "conversationalRetrievalQAChain_0-input-chainOption-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
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||||
{
|
||||
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|
||||
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|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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{
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||||
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||||
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||||
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||||
{
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||||
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||||
{
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||||
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||||
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||||
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||||
},
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||||
{
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||||
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||||
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"id": "conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever"
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}
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],
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"inputs": {
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},
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"outputAnchors": [
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{
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"name": "conversationalRetrievalQAChain",
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}
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],
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||||
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||||
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||||
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{
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||||
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|
||||
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||||
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||||
"data": {
|
||||
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||||
}
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||||
},
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||||
{
|
||||
"source": "recursiveCharacterTextSplitter_1",
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||||
"sourceHandle": "recursiveCharacterTextSplitter_1-output-recursiveCharacterTextSplitter-RecursiveCharacterTextSplitter|TextSplitter",
|
||||
"target": "github_1",
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
{
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||||
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||||
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||||
}
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||||
]
|
||||
}
|
||||
@@ -0,0 +1,274 @@
|
||||
{
|
||||
"description": "Simple LLM Chain using HuggingFace Inference API on falcon-7b-instruct model",
|
||||
"nodes": [
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{
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
"type": "PromptTemplate",
|
||||
"baseClasses": ["PromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate"],
|
||||
"category": "Prompts",
|
||||
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|
||||
"inputParams": [
|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
},
|
||||
{
|
||||
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|
||||
"name": "promptValues",
|
||||
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|
||||
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|
||||
"placeholder": "{\n \"input_language\": \"English\",\n \"output_language\": \"French\"\n}",
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||||
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||||
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||||
],
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||||
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||||
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|
||||
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|
||||
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||||
},
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||||
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{
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||||
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||||
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||||
}
|
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{
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||||
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|
||||
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|
||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
}
|
||||
],
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
},
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
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|
||||
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|
||||
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|
||||
},
|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
"options": [
|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
"type": "LLMChain | BaseChain | BaseLangChain"
|
||||
},
|
||||
{
|
||||
"id": "llmChain_1-output-outputPrediction-string",
|
||||
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|
||||
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|
||||
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|
||||
}
|
||||
],
|
||||
"default": "llmChain"
|
||||
}
|
||||
],
|
||||
"outputs": {
|
||||
"output": "llmChain"
|
||||
},
|
||||
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|
||||
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|
||||
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|
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
{
|
||||
"label": "Temperature",
|
||||
"name": "temperature",
|
||||
"type": "number",
|
||||
"description": "Temperature parameter may not apply to certain model. Please check available model parameters",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "huggingFaceInference_LLMs_0-input-temperature-number"
|
||||
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|
||||
{
|
||||
"label": "Max Tokens",
|
||||
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|
||||
"type": "number",
|
||||
"description": "Max Tokens parameter may not apply to certain model. Please check available model parameters",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "huggingFaceInference_LLMs_0-input-maxTokens-number"
|
||||
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|
||||
{
|
||||
"label": "Top Probability",
|
||||
"name": "topP",
|
||||
"type": "number",
|
||||
"description": "Top Probability parameter may not apply to certain model. Please check available model parameters",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "huggingFaceInference_LLMs_0-input-topP-number"
|
||||
},
|
||||
{
|
||||
"label": "Top K",
|
||||
"name": "hfTopK",
|
||||
"type": "number",
|
||||
"description": "Top K parameter may not apply to certain model. Please check available model parameters",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "huggingFaceInference_LLMs_0-input-hfTopK-number"
|
||||
},
|
||||
{
|
||||
"label": "Frequency Penalty",
|
||||
"name": "frequencyPenalty",
|
||||
"type": "number",
|
||||
"description": "Frequency Penalty parameter may not apply to certain model. Please check available model parameters",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
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"id": "huggingFaceInference_LLMs_0-input-frequencyPenalty-number"
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"name": "huggingFaceInference_LLMs",
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"label": "HuggingFaceInference",
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"type": "HuggingFaceInference | LLM | BaseLLM | BaseLanguageModel | BaseLangChain"
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{
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"source": "promptTemplate_1",
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||||
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"name": "recursiveCharacterTextSplitter",
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"label": "RecursiveCharacterTextSplitter",
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||||
"type": "RecursiveCharacterTextSplitter | TextSplitter"
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"width": 300,
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||||
"name": "conversationalRetrievalQAChain",
|
||||
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|
||||
"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain", "BaseLangChain"],
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||||
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{
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"label": "Return Source Documents",
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"label": "System Message",
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"name": "systemMessagePrompt",
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"type": "string",
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"rows": 4,
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"additionalParams": true,
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"optional": true,
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||||
"placeholder": "I want you to act as a document that I am having a conversation with. Your name is \"AI Assistant\". You will provide me with answers from the given info. If the answer is not included, say exactly \"Hmm, I am not sure.\" and stop after that. Refuse to answer any question not about the info. Never break character.",
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||||
"id": "conversationalRetrievalQAChain_0-input-systemMessagePrompt-string"
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},
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||||
{
|
||||
"label": "Chain Option",
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||||
"name": "chainOption",
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||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "MapReduceDocumentsChain",
|
||||
"name": "map_reduce",
|
||||
"description": "Suitable for QA tasks over larger documents and can run the preprocessing step in parallel, reducing the running time"
|
||||
},
|
||||
{
|
||||
"label": "RefineDocumentsChain",
|
||||
"name": "refine",
|
||||
"description": "Suitable for QA tasks over a large number of documents."
|
||||
},
|
||||
{
|
||||
"label": "StuffDocumentsChain",
|
||||
"name": "stuff",
|
||||
"description": "Suitable for QA tasks over a small number of documents."
|
||||
}
|
||||
],
|
||||
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|
||||
"optional": true,
|
||||
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||||
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||||
],
|
||||
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||||
{
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||||
"id": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel"
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{
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"label": "Vector Store Retriever",
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"name": "vectorStoreRetriever",
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||||
"type": "BaseRetriever",
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||||
"id": "conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever"
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||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"model": "{{chatLocalAI_0.data.instance}}",
|
||||
"vectorStoreRetriever": "{{faissUpsert_0.data.instance}}"
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||||
},
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"outputAnchors": [
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{
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"id": "conversationalRetrievalQAChain_0-output-conversationalRetrievalQAChain-ConversationalRetrievalQAChain|BaseChain|BaseLangChain",
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||||
"name": "conversationalRetrievalQAChain",
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||||
"label": "ConversationalRetrievalQAChain",
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||||
"type": "ConversationalRetrievalQAChain | BaseChain | BaseLangChain"
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||||
}
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],
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"outputs": {},
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},
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},
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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": "faissUpsert_0",
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||||
"position": {
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"y": 521.0933926644659
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"type": "customNode",
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"data": {
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"id": "faissUpsert_0",
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"label": "Faiss Upsert Document",
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"name": "faissUpsert",
|
||||
"type": "Faiss",
|
||||
"baseClasses": ["Faiss", "VectorStoreRetriever", "BaseRetriever"],
|
||||
"category": "Vector Stores",
|
||||
"description": "Upsert documents to Faiss",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Base Path to store",
|
||||
"name": "basePath",
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||||
"description": "Path to store faiss.index file",
|
||||
"placeholder": "C:\\Users\\User\\Desktop",
|
||||
"type": "string",
|
||||
"id": "faissUpsert_0-input-basePath-string"
|
||||
},
|
||||
{
|
||||
"label": "Top K",
|
||||
"name": "topK",
|
||||
"description": "Number of top results to fetch. Default to 4",
|
||||
"placeholder": "4",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
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||||
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||||
}
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||||
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|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Document",
|
||||
"name": "document",
|
||||
"type": "Document",
|
||||
"list": true,
|
||||
"id": "faissUpsert_0-input-document-Document"
|
||||
},
|
||||
{
|
||||
"label": "Embeddings",
|
||||
"name": "embeddings",
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||||
"type": "Embeddings",
|
||||
"id": "faissUpsert_0-input-embeddings-Embeddings"
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||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"document": ["{{textFile_0.data.instance}}"],
|
||||
"embeddings": "{{localAIEmbeddings_0.data.instance}}",
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||||
"basePath": "C:\\Users\\your-folder",
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||||
"topK": ""
|
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},
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{
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"options": [
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{
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"name": "retriever",
|
||||
"label": "Faiss Retriever",
|
||||
"type": "Faiss | VectorStoreRetriever | BaseRetriever"
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||||
},
|
||||
{
|
||||
"id": "faissUpsert_0-output-vectorStore-Faiss|SaveableVectorStore|VectorStore",
|
||||
"name": "vectorStore",
|
||||
"label": "Faiss Vector Store",
|
||||
"type": "Faiss | SaveableVectorStore | VectorStore"
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||||
}
|
||||
],
|
||||
"default": "retriever"
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||||
}
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||||
],
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||||
"outputs": {
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||||
"output": "retriever"
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||||
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},
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||||
},
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||||
{
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||||
"width": 300,
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||||
"height": 526,
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"id": "chatLocalAI_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": "chatLocalAI_0",
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||||
"label": "ChatLocalAI",
|
||||
"name": "chatLocalAI",
|
||||
"type": "ChatLocalAI",
|
||||
"baseClasses": ["ChatLocalAI", "BaseChatModel", "LLM", "BaseLLM", "BaseLanguageModel", "BaseLangChain"],
|
||||
"category": "Chat Models",
|
||||
"description": "Use local LLMs like llama.cpp, gpt4all using LocalAI",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Base Path",
|
||||
"name": "basePath",
|
||||
"type": "string",
|
||||
"placeholder": "http://localhost:8080/v1",
|
||||
"id": "chatLocalAI_0-input-basePath-string"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "string",
|
||||
"placeholder": "gpt4all-lora-quantized.bin",
|
||||
"id": "chatLocalAI_0-input-modelName-string"
|
||||
},
|
||||
{
|
||||
"label": "Temperature",
|
||||
"name": "temperature",
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||||
"type": "number",
|
||||
"default": 0.9,
|
||||
"optional": true,
|
||||
"id": "chatLocalAI_0-input-temperature-number"
|
||||
},
|
||||
{
|
||||
"label": "Max Tokens",
|
||||
"name": "maxTokens",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatLocalAI_0-input-maxTokens-number"
|
||||
},
|
||||
{
|
||||
"label": "Top Probability",
|
||||
"name": "topP",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatLocalAI_0-input-topP-number"
|
||||
},
|
||||
{
|
||||
"label": "Timeout",
|
||||
"name": "timeout",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatLocalAI_0-input-timeout-number"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"basePath": "http://localhost:8080/v1",
|
||||
"modelName": "ggml-gpt4all-j.bin",
|
||||
"temperature": 0.9,
|
||||
"maxTokens": "",
|
||||
"topP": "",
|
||||
"timeout": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "chatLocalAI_0-output-chatLocalAI-ChatLocalAI|BaseChatModel|LLM|BaseLLM|BaseLanguageModel|BaseLangChain",
|
||||
"name": "chatLocalAI",
|
||||
"label": "ChatLocalAI",
|
||||
"type": "ChatLocalAI | BaseChatModel | LLM | BaseLLM | BaseLanguageModel | BaseLangChain"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 1191.9512064167336,
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||||
"y": -44.05401001663306
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 410,
|
||||
"id": "textFile_0",
|
||||
"position": {
|
||||
"x": 809.5432731751458,
|
||||
"y": 55.85095796777051
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "textFile_0",
|
||||
"label": "Text File",
|
||||
"name": "textFile",
|
||||
"type": "Document",
|
||||
"baseClasses": ["Document"],
|
||||
"category": "Document Loaders",
|
||||
"description": "Load data from text files",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Txt File",
|
||||
"name": "txtFile",
|
||||
"type": "file",
|
||||
"fileType": ".txt",
|
||||
"id": "textFile_0-input-txtFile-file"
|
||||
},
|
||||
{
|
||||
"label": "Metadata",
|
||||
"name": "metadata",
|
||||
"type": "json",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "textFile_0-input-metadata-json"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Text Splitter",
|
||||
"name": "textSplitter",
|
||||
"type": "TextSplitter",
|
||||
"optional": true,
|
||||
"id": "textFile_0-input-textSplitter-TextSplitter"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"textSplitter": "{{recursiveCharacterTextSplitter_1.data.instance}}",
|
||||
"metadata": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "textFile_0-output-textFile-Document",
|
||||
"name": "textFile",
|
||||
"label": "Document",
|
||||
"type": "Document"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 809.5432731751458,
|
||||
"y": 55.85095796777051
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 376,
|
||||
"id": "localAIEmbeddings_0",
|
||||
"position": {
|
||||
"x": 809.5432731751458,
|
||||
"y": 507.4586304746849
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "localAIEmbeddings_0",
|
||||
"label": "LocalAI Embeddings",
|
||||
"name": "localAIEmbeddings",
|
||||
"type": "LocalAI Embeddings",
|
||||
"baseClasses": ["LocalAI Embeddings", "Embeddings"],
|
||||
"category": "Embeddings",
|
||||
"description": "Use local embeddings models like llama.cpp",
|
||||
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||||
@@ -0,0 +1,484 @@
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||||
{
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
"name": "text-babbage-001"
|
||||
}
|
||||
],
|
||||
"default": "text-davinci-003",
|
||||
"optional": true,
|
||||
"id": "openAI_1-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Temperature",
|
||||
"name": "temperature",
|
||||
"type": "number",
|
||||
"default": 0.7,
|
||||
"optional": true,
|
||||
"id": "openAI_1-input-temperature-number"
|
||||
},
|
||||
{
|
||||
"label": "Max Tokens",
|
||||
"name": "maxTokens",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-maxTokens-number"
|
||||
},
|
||||
{
|
||||
"label": "Top Probability",
|
||||
"name": "topP",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-topP-number"
|
||||
},
|
||||
{
|
||||
"label": "Best Of",
|
||||
"name": "bestOf",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-bestOf-number"
|
||||
},
|
||||
{
|
||||
"label": "Frequency Penalty",
|
||||
"name": "frequencyPenalty",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-frequencyPenalty-number"
|
||||
},
|
||||
{
|
||||
"label": "Presence Penalty",
|
||||
"name": "presencePenalty",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-presencePenalty-number"
|
||||
},
|
||||
{
|
||||
"label": "Batch Size",
|
||||
"name": "batchSize",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-batchSize-number"
|
||||
},
|
||||
{
|
||||
"label": "Timeout",
|
||||
"name": "timeout",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-timeout-number"
|
||||
},
|
||||
{
|
||||
"label": "BasePath",
|
||||
"name": "basepath",
|
||||
"type": "string",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-basepath-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"modelName": "text-davinci-003",
|
||||
"temperature": "0",
|
||||
"maxTokens": "",
|
||||
"topP": "",
|
||||
"bestOf": "",
|
||||
"frequencyPenalty": "",
|
||||
"presencePenalty": "",
|
||||
"batchSize": "",
|
||||
"timeout": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "openAI_1-output-openAI-OpenAI|BaseLLM|BaseLanguageModel|BaseLangChain",
|
||||
"name": "openAI",
|
||||
"label": "OpenAI",
|
||||
"type": "OpenAI | BaseLLM | BaseLanguageModel | BaseLangChain"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"positionAbsolute": {
|
||||
"x": 1195.6182217299724,
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||||
"y": -12.958591115085468
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||||
},
|
||||
"selected": false,
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 330,
|
||||
"id": "openAIEmbeddings_1",
|
||||
"position": {
|
||||
"x": 777.5098693425334,
|
||||
"y": 308.4221448953297
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "openAIEmbeddings_1",
|
||||
"label": "OpenAI Embeddings",
|
||||
"name": "openAIEmbeddings",
|
||||
"type": "OpenAIEmbeddings",
|
||||
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
|
||||
"category": "Embeddings",
|
||||
"description": "OpenAI API to generate embeddings for a given text",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "OpenAI Api Key",
|
||||
"name": "openAIApiKey",
|
||||
"type": "password",
|
||||
"id": "openAIEmbeddings_1-input-openAIApiKey-password"
|
||||
},
|
||||
{
|
||||
"label": "Strip New Lines",
|
||||
"name": "stripNewLines",
|
||||
"type": "boolean",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAIEmbeddings_1-input-stripNewLines-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Batch Size",
|
||||
"name": "batchSize",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAIEmbeddings_1-input-batchSize-number"
|
||||
},
|
||||
{
|
||||
"label": "Timeout",
|
||||
"name": "timeout",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAIEmbeddings_1-input-timeout-number"
|
||||
},
|
||||
{
|
||||
"label": "BasePath",
|
||||
"name": "basepath",
|
||||
"type": "string",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAIEmbeddings_1-input-basepath-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"stripNewLines": "",
|
||||
"batchSize": "",
|
||||
"timeout": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "openAIEmbeddings_1-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings",
|
||||
"name": "openAIEmbeddings",
|
||||
"label": "OpenAIEmbeddings",
|
||||
"type": "OpenAIEmbeddings | Embeddings"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 777.5098693425334,
|
||||
"y": 308.4221448953297
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 703,
|
||||
"id": "pineconeExistingIndex_0",
|
||||
"position": {
|
||||
"x": 1187.519066203033,
|
||||
"y": 542.6635399602128
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "pineconeExistingIndex_0",
|
||||
"label": "Pinecone Load Existing Index",
|
||||
"name": "pineconeExistingIndex",
|
||||
"type": "Pinecone",
|
||||
"baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
|
||||
"category": "Vector Stores",
|
||||
"description": "Load existing index from Pinecone (i.e: Document has been upserted)",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Pinecone Api Key",
|
||||
"name": "pineconeApiKey",
|
||||
"type": "password",
|
||||
"id": "pineconeExistingIndex_0-input-pineconeApiKey-password"
|
||||
},
|
||||
{
|
||||
"label": "Pinecone Environment",
|
||||
"name": "pineconeEnv",
|
||||
"type": "string",
|
||||
"id": "pineconeExistingIndex_0-input-pineconeEnv-string"
|
||||
},
|
||||
{
|
||||
"label": "Pinecone Index",
|
||||
"name": "pineconeIndex",
|
||||
"type": "string",
|
||||
"id": "pineconeExistingIndex_0-input-pineconeIndex-string"
|
||||
},
|
||||
{
|
||||
"label": "Pinecone Namespace",
|
||||
"name": "pineconeNamespace",
|
||||
"type": "string",
|
||||
"placeholder": "my-first-namespace",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "pineconeExistingIndex_0-input-pineconeNamespace-string"
|
||||
},
|
||||
{
|
||||
"label": "Pinecone Metadata Filter",
|
||||
"name": "pineconeMetadataFilter",
|
||||
"type": "json",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "pineconeExistingIndex_0-input-pineconeMetadataFilter-json"
|
||||
},
|
||||
{
|
||||
"label": "Top K",
|
||||
"name": "topK",
|
||||
"description": "Number of top results to fetch. Default to 4",
|
||||
"placeholder": "4",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pineconeExistingIndex_0-input-topK-number"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Embeddings",
|
||||
"name": "embeddings",
|
||||
"type": "Embeddings",
|
||||
"id": "pineconeExistingIndex_0-input-embeddings-Embeddings"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"embeddings": "{{openAIEmbeddings_1.data.instance}}",
|
||||
"pineconeEnv": "northamerica-northeast1-gcp",
|
||||
"pineconeIndex": "myindex",
|
||||
"pineconeNamespace": "my-namespace",
|
||||
"pineconeMetadataFilter": "{\"id\":\"doc1\"}"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"name": "output",
|
||||
"label": "Output",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"id": "pineconeExistingIndex_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
|
||||
"name": "retriever",
|
||||
"label": "Pinecone Retriever",
|
||||
"type": "Pinecone | VectorStoreRetriever | BaseRetriever"
|
||||
},
|
||||
{
|
||||
"id": "pineconeExistingIndex_0-output-vectorStore-Pinecone|VectorStore",
|
||||
"name": "vectorStore",
|
||||
"label": "Pinecone Vector Store",
|
||||
"type": "Pinecone | VectorStore"
|
||||
}
|
||||
],
|
||||
"default": "retriever"
|
||||
}
|
||||
],
|
||||
"outputs": {
|
||||
"output": "retriever"
|
||||
},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 1187.519066203033,
|
||||
"y": 542.6635399602128
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 280,
|
||||
"id": "conversationalRetrievalQAChain_0",
|
||||
"position": {
|
||||
"x": 1585.900129303412,
|
||||
"y": 405.9784391258126
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "conversationalRetrievalQAChain_0",
|
||||
"label": "Conversational Retrieval QA Chain",
|
||||
"name": "conversationalRetrievalQAChain",
|
||||
"type": "ConversationalRetrievalQAChain",
|
||||
"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain", "BaseLangChain"],
|
||||
"category": "Chains",
|
||||
"description": "Document QA - built on RetrievalQAChain to provide a chat history component",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Return Source Documents",
|
||||
"name": "returnSourceDocuments",
|
||||
"type": "boolean",
|
||||
"optional": true,
|
||||
"id": "conversationalRetrievalQAChain_0-input-returnSourceDocuments-boolean"
|
||||
},
|
||||
{
|
||||
"label": "System Message",
|
||||
"name": "systemMessagePrompt",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"placeholder": "I want you to act as a document that I am having a conversation with. Your name is \"AI Assistant\". You will provide me with answers from the given info. If the answer is not included, say exactly \"Hmm, I am not sure.\" and stop after that. Refuse to answer any question not about the info. Never break character.",
|
||||
"id": "conversationalRetrievalQAChain_0-input-systemMessagePrompt-string"
|
||||
},
|
||||
{
|
||||
"label": "Chain Option",
|
||||
"name": "chainOption",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "MapReduceDocumentsChain",
|
||||
"name": "map_reduce",
|
||||
"description": "Suitable for QA tasks over larger documents and can run the preprocessing step in parallel, reducing the running time"
|
||||
},
|
||||
{
|
||||
"label": "RefineDocumentsChain",
|
||||
"name": "refine",
|
||||
"description": "Suitable for QA tasks over a large number of documents."
|
||||
},
|
||||
{
|
||||
"label": "StuffDocumentsChain",
|
||||
"name": "stuff",
|
||||
"description": "Suitable for QA tasks over a small number of documents."
|
||||
}
|
||||
],
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "conversationalRetrievalQAChain_0-input-chainOption-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Language Model",
|
||||
"name": "model",
|
||||
"type": "BaseLanguageModel",
|
||||
"id": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel"
|
||||
},
|
||||
{
|
||||
"label": "Vector Store Retriever",
|
||||
"name": "vectorStoreRetriever",
|
||||
"type": "BaseRetriever",
|
||||
"id": "conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"model": "{{openAI_1.data.instance}}",
|
||||
"vectorStoreRetriever": "{{pineconeExistingIndex_0.data.instance}}"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "conversationalRetrievalQAChain_0-output-conversationalRetrievalQAChain-ConversationalRetrievalQAChain|BaseChain|BaseLangChain",
|
||||
"name": "conversationalRetrievalQAChain",
|
||||
"label": "ConversationalRetrievalQAChain",
|
||||
"type": "ConversationalRetrievalQAChain | BaseChain | BaseLangChain"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 1585.900129303412,
|
||||
"y": 405.9784391258126
|
||||
},
|
||||
"dragging": false
|
||||
}
|
||||
],
|
||||
"edges": [
|
||||
{
|
||||
"source": "openAIEmbeddings_1",
|
||||
"sourceHandle": "openAIEmbeddings_1-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings",
|
||||
"target": "pineconeExistingIndex_0",
|
||||
"targetHandle": "pineconeExistingIndex_0-input-embeddings-Embeddings",
|
||||
"type": "buttonedge",
|
||||
"id": "openAIEmbeddings_1-openAIEmbeddings_1-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings-pineconeExistingIndex_0-pineconeExistingIndex_0-input-embeddings-Embeddings",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "openAI_1",
|
||||
"sourceHandle": "openAI_1-output-openAI-OpenAI|BaseLLM|BaseLanguageModel|BaseLangChain",
|
||||
"target": "conversationalRetrievalQAChain_0",
|
||||
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
|
||||
"type": "buttonedge",
|
||||
"id": "openAI_1-openAI_1-output-openAI-OpenAI|BaseLLM|BaseLanguageModel|BaseLangChain-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "pineconeExistingIndex_0",
|
||||
"sourceHandle": "pineconeExistingIndex_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
|
||||
"target": "conversationalRetrievalQAChain_0",
|
||||
"targetHandle": "conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
|
||||
"type": "buttonedge",
|
||||
"id": "pineconeExistingIndex_0-pineconeExistingIndex_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
}
|
||||
]
|
||||
}
|
||||
@@ -0,0 +1,732 @@
|
||||
{
|
||||
"description": "Upsert multiple files with metadata filters and feed into conversational retrieval QA chain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
"height": 376,
|
||||
"id": "recursiveCharacterTextSplitter_1",
|
||||
"position": {
|
||||
"x": 347.5233039646277,
|
||||
"y": 129.29305204134062
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "recursiveCharacterTextSplitter_1",
|
||||
"label": "Recursive Character Text Splitter",
|
||||
"name": "recursiveCharacterTextSplitter",
|
||||
"type": "RecursiveCharacterTextSplitter",
|
||||
"baseClasses": ["RecursiveCharacterTextSplitter", "TextSplitter"],
|
||||
"category": "Text Splitters",
|
||||
"description": "Split documents recursively by different characters - starting with \"\n\n\", then \"\n\", then \" \"",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Chunk Size",
|
||||
"name": "chunkSize",
|
||||
"type": "number",
|
||||
"default": 1000,
|
||||
"optional": true,
|
||||
"id": "recursiveCharacterTextSplitter_1-input-chunkSize-number"
|
||||
},
|
||||
{
|
||||
"label": "Chunk Overlap",
|
||||
"name": "chunkOverlap",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"id": "recursiveCharacterTextSplitter_1-input-chunkOverlap-number"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"chunkSize": 1000,
|
||||
"chunkOverlap": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
"category": "Vector Stores",
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
"name": "retriever",
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||||
"label": "Pinecone Retriever",
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||||
"type": "Pinecone | VectorStoreRetriever | BaseRetriever"
|
||||
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|
||||
{
|
||||
"id": "pineconeUpsert_0-output-vectorStore-Pinecone|VectorStore",
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||||
"name": "vectorStore",
|
||||
"label": "Pinecone Vector Store",
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||||
"type": "Pinecone | VectorStore"
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||||
}
|
||||
],
|
||||
"default": "retriever"
|
||||
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||||
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||||
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||||
"output": "retriever"
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||||
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||||
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||||
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||||
{
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||||
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||||
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||||
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||||
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{
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{
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{
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"label": "StuffDocumentsChain",
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}
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"data": {
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"source": "openAIEmbeddings_1",
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||||
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||||
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||||
"type": "buttonedge",
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||||
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||||
]
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||||
}
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||||
@@ -0,0 +1,462 @@
|
||||
{
|
||||
"description": "A chain that automatically picks an appropriate prompt from multiple prompts",
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||||
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||||
{
|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
"label": "Multi Prompt Chain",
|
||||
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||||
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||||
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||||
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{
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}
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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"optional": true,
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"additionalParams": true,
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}
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{
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"target": "multiPromptChain_0",
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{
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"source": "chatOpenAI_0",
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]
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}
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@@ -0,0 +1,925 @@
|
||||
{
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"description": "A chain that automatically picks an appropriate retriever from multiple different vector databases",
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||||
"nodes": [
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||||
{
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||||
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||||
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||||
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||||
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||||
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||||
{
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||||
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||||
"placeholder": "netflix movies",
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||||
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},
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||||
{
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||||
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||||
"rows": 3,
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||||
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||||
"placeholder": "Good for answering questions about netflix movies",
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||||
"id": "vectorStoreRetriever_0-input-description-string"
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||||
}
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||||
],
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"inputAnchors": [
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{
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||||
"label": "Vector Store",
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||||
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||||
"id": "vectorStoreRetriever_0-input-vectorStore-VectorStore"
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||||
}
|
||||
],
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||||
"inputs": {
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||||
"vectorStore": "{{supabaseExistingIndex_0.data.instance}}",
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||||
"name": "aqua teen",
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||||
"description": "Good for answering questions about Aqua Teen Hunger Force theme song"
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||||
},
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||||
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{
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||||
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||||
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||||
}
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||||
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||||
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||||
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|
||||
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||||
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||||
"inputParams": [
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||||
{
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||||
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},
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{
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||||
"label": "Vector Store Retriever",
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||||
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||||
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||||
"list": true,
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||||
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||||
}
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||||
],
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||||
"inputs": {
|
||||
"model": "{{chatOpenAI_0.data.instance}}",
|
||||
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||||
"{{vectorStoreRetriever_0.data.instance}}",
|
||||
"{{vectorStoreRetriever_1.data.instance}}",
|
||||
"{{vectorStoreRetriever_2.data.instance}}"
|
||||
]
|
||||
},
|
||||
"outputAnchors": [
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||||
{
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||||
"name": "multiRetrievalQAChain",
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||||
"label": "MultiRetrievalQAChain",
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||||
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}
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{
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||||
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||||
"id": "vectorStoreRetriever_1",
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"position": {
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||||
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||||
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||||
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||||
"label": "Vector Store Retriever",
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||||
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|
||||
"type": "VectorStoreRetriever",
|
||||
"baseClasses": ["VectorStoreRetriever"],
|
||||
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|
||||
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||||
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||||
{
|
||||
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||||
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||||
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||||
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|
||||
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||||
},
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||||
{
|
||||
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||||
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||||
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||||
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||||
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|
||||
"placeholder": "Good for answering questions about netflix movies",
|
||||
"id": "vectorStoreRetriever_1-input-description-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Vector Store",
|
||||
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|
||||
"type": "VectorStore",
|
||||
"id": "vectorStoreRetriever_1-input-vectorStore-VectorStore"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"vectorStore": "{{chromaExistingIndex_0.data.instance}}",
|
||||
"name": "mst3k",
|
||||
"description": "Good for answering questions about Mystery Science Theater 3000 theme song"
|
||||
},
|
||||
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||||
{
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||||
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||||
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|
||||
"label": "VectorStoreRetriever",
|
||||
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||||
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||||
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||||
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||||
{
|
||||
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||||
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||||
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|
||||
"position": {
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||||
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||||
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||||
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|
||||
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||||
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|
||||
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|
||||
"label": "Vector Store Retriever",
|
||||
"name": "vectorStoreRetriever",
|
||||
"type": "VectorStoreRetriever",
|
||||
"baseClasses": ["VectorStoreRetriever"],
|
||||
"category": "Retrievers",
|
||||
"description": "Store vector store as retriever. Used with MultiRetrievalQAChain",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Retriever Name",
|
||||
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|
||||
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|
||||
"placeholder": "netflix movies",
|
||||
"id": "vectorStoreRetriever_2-input-name-string"
|
||||
},
|
||||
{
|
||||
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|
||||
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||||
"type": "string",
|
||||
"rows": 3,
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||||
"description": "Description of when to use the vector store retriever",
|
||||
"placeholder": "Good for answering questions about netflix movies",
|
||||
"id": "vectorStoreRetriever_2-input-description-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Vector Store",
|
||||
"name": "vectorStore",
|
||||
"type": "VectorStore",
|
||||
"id": "vectorStoreRetriever_2-input-vectorStore-VectorStore"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"vectorStore": "{{pineconeExistingIndex_0.data.instance}}",
|
||||
"name": "animaniacs",
|
||||
"description": "Good for answering questions about Animaniacs theme song"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "vectorStoreRetriever_2-output-vectorStoreRetriever-VectorStoreRetriever",
|
||||
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|
||||
"label": "VectorStoreRetriever",
|
||||
"type": "VectorStoreRetriever"
|
||||
}
|
||||
],
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
{
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||||
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||||
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|
||||
"id": "chatOpenAI_0",
|
||||
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||||
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||||
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||||
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||||
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||||
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||||
"id": "chatOpenAI_0",
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||||
"label": "ChatOpenAI",
|
||||
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|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "BaseLangChain"],
|
||||
"category": "Chat Models",
|
||||
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "OpenAI Api Key",
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||||
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|
||||
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|
||||
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||||
},
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||||
{
|
||||
"label": "Model Name",
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||||
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|
||||
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||||
"options": [
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||||
{
|
||||
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||||
"name": "gpt-4"
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||||
},
|
||||
{
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||||
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"name": "gpt-4-0613"
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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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"label": "gpt-4-32k-0613",
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"name": "gpt-4-32k-0613"
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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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"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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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
"label": "ChatOpenAI",
|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
"label": "Strip New Lines",
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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"name": "openAIEmbeddings",
|
||||
"label": "OpenAIEmbeddings",
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||||
"type": "OpenAIEmbeddings | Embeddings"
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||||
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||||
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||||
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|
||||
"width": 300,
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||||
"height": 603,
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||||
"id": "pineconeExistingIndex_0",
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||||
"position": {
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||||
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||||
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||||
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||||
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||||
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||||
"label": "Pinecone Load Existing Index",
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||||
"name": "pineconeExistingIndex",
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||||
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|
||||
"baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
|
||||
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|
||||
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||||
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||||
{
|
||||
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||||
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|
||||
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||||
"id": "pineconeExistingIndex_0-input-pineconeApiKey-password"
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||||
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||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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||||
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|
||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
"label": "Pinecone Retriever",
|
||||
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|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
"type": "Pinecone | VectorStore"
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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|
||||
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|
||||
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||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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|
||||
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||||
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|
||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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||||
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||||
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||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
"inputs": {
|
||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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||||
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|
||||
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||||
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||||
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||||
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"type": "buttonedge",
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"source": "supabaseExistingIndex_0",
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File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,471 @@
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{
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"description": "An agent that uses OpenAI's Function Calling functionality to pick the tool and args to call",
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"nodes": [
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{
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"width": 300,
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"type": "ChatOpenAI",
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"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "BaseLangChain", "Serializable"],
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{
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"label": "OpenAI Api Key",
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"name": "openAIApiKey",
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"id": "chatOpenAI_0-input-openAIApiKey-password"
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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-4-0314",
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"name": "gpt-4-0314"
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},
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{
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"label": "gpt-4-32k-0314",
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"name": "gpt-4-32k-0314"
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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-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-0301",
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"name": "gpt-3.5-turbo-0301"
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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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},
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{
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"label": "Temperature",
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"name": "temperature",
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"default": 0.9,
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"label": "Top Probability",
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"additionalParams": true,
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"name": "frequencyPenalty",
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"optional": true,
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"id": "chatOpenAI_0-input-frequencyPenalty-number"
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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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"name": "timeout",
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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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"name": "chatOpenAI",
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}
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"id": "serper_0",
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"label": "Serper",
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||||
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||||
"type": "Serper",
|
||||
"baseClasses": ["Serper", "Tool", "StructuredTool", "BaseLangChain", "Serializable"],
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||||
"category": "Tools",
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||||
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||||
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||||
{
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||||
"label": "Serper Api Key",
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"name": "apiKey",
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"id": "serper_0-input-apiKey-password"
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}
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],
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||||
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||||
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||||
"label": "Serper",
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||||
"type": "Serper | Tool | StructuredTool | BaseLangChain | Serializable"
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||||
}
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||||
],
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},
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||||
{
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||||
"width": 300,
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||||
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"id": "calculator_0",
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||||
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||||
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||||
},
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||||
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||||
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||||
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||||
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||||
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||||
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||||
"baseClasses": ["Calculator", "Tool", "StructuredTool", "BaseLangChain", "Serializable"],
|
||||
"category": "Tools",
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||||
"description": "Perform calculations on response",
|
||||
"inputParams": [],
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||||
"inputAnchors": [],
|
||||
"inputs": {},
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||||
"outputAnchors": [
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||||
{
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||||
"id": "calculator_0-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain|Serializable",
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||||
"name": "calculator",
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||||
"label": "Calculator",
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||||
"type": "Calculator | Tool | StructuredTool | BaseLangChain | Serializable"
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||||
}
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||||
],
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||||
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||||
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||||
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||||
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},
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||||
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||||
},
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||||
{
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||||
"width": 300,
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||||
"height": 383,
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||||
"id": "openAIFunctionAgent_0",
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||||
"position": {
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||||
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||||
"y": 318.35651549722945
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||||
},
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||||
"type": "customNode",
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||||
"data": {
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||||
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||||
"label": "OpenAI Function Agent",
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||||
"name": "openAIFunctionAgent",
|
||||
"type": "AgentExecutor",
|
||||
"baseClasses": ["AgentExecutor", "BaseChain"],
|
||||
"category": "Agents",
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||||
"description": "An agent that uses OpenAI's Function Calling functionality to pick the tool and args to call",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "System Message",
|
||||
"name": "systemMessage",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAIFunctionAgent_0-input-systemMessage-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Allowed Tools",
|
||||
"name": "tools",
|
||||
"type": "Tool",
|
||||
"list": true,
|
||||
"id": "openAIFunctionAgent_0-input-tools-Tool"
|
||||
},
|
||||
{
|
||||
"label": "Memory",
|
||||
"name": "memory",
|
||||
"type": "BaseChatMemory",
|
||||
"id": "openAIFunctionAgent_0-input-memory-BaseChatMemory"
|
||||
},
|
||||
{
|
||||
"label": "OpenAI Chat Model",
|
||||
"name": "model",
|
||||
"description": "Only works with gpt-3.5-turbo-0613 and gpt-4-0613. Refer <a target=\"_blank\" href=\"https://platform.openai.com/docs/guides/gpt/function-calling\">docs</a> for more info",
|
||||
"type": "BaseChatModel",
|
||||
"id": "openAIFunctionAgent_0-input-model-BaseChatModel"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"tools": ["{{serper_0.data.instance}}", "{{calculator_0.data.instance}}", "{{customTool_0.data.instance}}"],
|
||||
"memory": "{{bufferMemory_0.data.instance}}",
|
||||
"model": "{{chatOpenAI_0.data.instance}}",
|
||||
"systemMessage": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "openAIFunctionAgent_0-output-openAIFunctionAgent-AgentExecutor|BaseChain",
|
||||
"name": "openAIFunctionAgent",
|
||||
"label": "AgentExecutor",
|
||||
"type": "AgentExecutor | BaseChain"
|
||||
}
|
||||
],
|
||||
"outputs": {},
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||||
"selected": false
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||||
},
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||||
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||||
"positionAbsolute": {
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||||
"x": 1341.2259105169032,
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||||
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||||
},
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||||
"dragging": false
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||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 376,
|
||||
"id": "bufferMemory_0",
|
||||
"position": {
|
||||
"x": 285.7750469157585,
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||||
"y": 465.1140427303788
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||||
},
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||||
"type": "customNode",
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||||
"data": {
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||||
"id": "bufferMemory_0",
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||||
"label": "Buffer Memory",
|
||||
"name": "bufferMemory",
|
||||
"type": "BufferMemory",
|
||||
"baseClasses": ["BufferMemory", "BaseChatMemory", "BaseMemory"],
|
||||
"category": "Memory",
|
||||
"description": "Remembers previous conversational back and forths directly",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Memory Key",
|
||||
"name": "memoryKey",
|
||||
"type": "string",
|
||||
"default": "chat_history",
|
||||
"id": "bufferMemory_0-input-memoryKey-string"
|
||||
},
|
||||
{
|
||||
"label": "Input Key",
|
||||
"name": "inputKey",
|
||||
"type": "string",
|
||||
"default": "input",
|
||||
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@@ -0,0 +1,650 @@
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||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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"inputs": {
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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@@ -0,0 +1,241 @@
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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"outputs": {},
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"selected": false
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"source": "openAI_1",
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"target": "sqlDatabaseChain_0",
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"targetHandle": "sqlDatabaseChain_0-input-model-BaseLanguageModel",
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}
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@@ -0,0 +1,302 @@
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||||
{
|
||||
"description": "Basic example of Conversation Chain with built-in memory - works exactly like ChatGPT",
|
||||
"nodes": [
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{
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||||
"width": 300,
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||||
"height": 524,
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||||
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||||
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||||
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||||
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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": [
|
||||
{
|
||||
"label": "gpt-4",
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||||
"name": "gpt-4"
|
||||
},
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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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"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-0613",
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||||
"name": "gpt-3.5-turbo-0613"
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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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||||
{
|
||||
"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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"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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{
|
||||
"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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||||
{
|
||||
"label": "Timeout",
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||||
"name": "timeout",
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||||
"type": "number",
|
||||
"optional": true,
|
||||
"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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"inputAnchors": [],
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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": "",
|
||||
"frequencyPenalty": "",
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||||
"presencePenalty": "",
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||||
"timeout": ""
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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|BaseLangChain",
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"name": "chatOpenAI",
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||||
"label": "ChatOpenAI",
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"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | BaseLangChain"
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}
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],
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"outputs": {},
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"selected": false
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"x": 750.6529856117049,
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"selected": false,
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{
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"width": 300,
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"height": 376,
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"id": "bufferMemory_0",
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"position": {
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"x": 753.4300788823234,
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"y": 479.5336426526603
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"type": "customNode",
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"data": {
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"id": "bufferMemory_0",
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"label": "Buffer Memory",
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"name": "bufferMemory",
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||||
"type": "BufferMemory",
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||||
"baseClasses": ["BufferMemory", "BaseChatMemory", "BaseMemory"],
|
||||
"category": "Memory",
|
||||
"description": "Remembers previous conversational back and forths directly",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Memory Key",
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||||
"name": "memoryKey",
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||||
"type": "string",
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||||
"default": "chat_history",
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||||
"id": "bufferMemory_0-input-memoryKey-string"
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||||
},
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||||
{
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||||
"label": "Input Key",
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||||
"name": "inputKey",
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||||
"type": "string",
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||||
"default": "input",
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||||
"id": "bufferMemory_0-input-inputKey-string"
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||||
}
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||||
],
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||||
"inputAnchors": [],
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||||
"inputs": {
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||||
"memoryKey": "chat_history",
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||||
"inputKey": "input"
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||||
},
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||||
"outputAnchors": [
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||||
{
|
||||
"id": "bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
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||||
"name": "bufferMemory",
|
||||
"label": "BufferMemory",
|
||||
"type": "BufferMemory | BaseChatMemory | BaseMemory"
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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": 753.4300788823234,
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"y": 479.5336426526603
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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": 332,
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"id": "conversationChain_0",
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||||
"position": {
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"x": 1201.6630991237407,
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"y": 291.86981791303066
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},
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"type": "customNode",
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||||
"data": {
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"id": "conversationChain_0",
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||||
"label": "Conversation Chain",
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||||
"name": "conversationChain",
|
||||
"type": "ConversationChain",
|
||||
"baseClasses": ["ConversationChain", "LLMChain", "BaseChain", "BaseLangChain"],
|
||||
"category": "Chains",
|
||||
"description": "Chat models specific conversational chain with memory",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "System Message",
|
||||
"name": "systemMessagePrompt",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"placeholder": "You are a helpful assistant that write codes",
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||||
"id": "conversationChain_0-input-systemMessagePrompt-string"
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||||
}
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||||
],
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||||
"inputAnchors": [
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||||
{
|
||||
"label": "Language Model",
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||||
"name": "model",
|
||||
"type": "BaseChatModel",
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||||
"id": "conversationChain_0-input-model-BaseChatModel"
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||||
},
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||||
{
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||||
"label": "Memory",
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||||
"name": "memory",
|
||||
"type": "BaseMemory",
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||||
"id": "conversationChain_0-input-memory-BaseMemory"
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||||
}
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||||
],
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||||
"inputs": {
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||||
"model": "{{chatOpenAI_0.data.instance}}",
|
||||
"memory": "{{bufferMemory_0.data.instance}}",
|
||||
"systemMessagePrompt": ""
|
||||
},
|
||||
"outputAnchors": [
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||||
{
|
||||
"id": "conversationChain_0-output-conversationChain-ConversationChain|LLMChain|BaseChain|BaseLangChain",
|
||||
"name": "conversationChain",
|
||||
"label": "ConversationChain",
|
||||
"type": "ConversationChain | LLMChain | BaseChain | BaseLangChain"
|
||||
}
|
||||
],
|
||||
"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": 1201.6630991237407,
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||||
},
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||||
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||||
}
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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|BaseLangChain",
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||||
"target": "conversationChain_0",
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||||
"targetHandle": "conversationChain_0-input-model-BaseChatModel",
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||||
"type": "buttonedge",
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||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|BaseLangChain-conversationChain_0-conversationChain_0-input-model-BaseChatModel",
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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": "bufferMemory_0",
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||||
"sourceHandle": "bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
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||||
"target": "conversationChain_0",
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||||
"targetHandle": "conversationChain_0-input-memory-BaseMemory",
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||||
"type": "buttonedge",
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||||
"id": "bufferMemory_0-bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory-conversationChain_0-conversationChain_0-input-memory-BaseMemory",
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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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||||
}
|
||||
@@ -0,0 +1,323 @@
|
||||
{
|
||||
"description": "Basic example of stateless (no memory) LLM Chain with a Prompt Template and LLM Model",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
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||||
"height": 526,
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"id": "openAI_1",
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"position": {
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||||
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||||
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||||
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||||
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|
||||
"type": "OpenAI",
|
||||
"baseClasses": ["OpenAI", "BaseLLM", "BaseLanguageModel", "BaseLangChain"],
|
||||
"category": "LLMs",
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||||
"description": "Wrapper around OpenAI large language models",
|
||||
"inputParams": [
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||||
{
|
||||
"label": "OpenAI Api Key",
|
||||
"name": "openAIApiKey",
|
||||
"type": "password",
|
||||
"id": "openAI_1-input-openAIApiKey-password"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "text-davinci-003",
|
||||
"name": "text-davinci-003"
|
||||
},
|
||||
{
|
||||
"label": "text-davinci-002",
|
||||
"name": "text-davinci-002"
|
||||
},
|
||||
{
|
||||
"label": "text-curie-001",
|
||||
"name": "text-curie-001"
|
||||
},
|
||||
{
|
||||
"label": "text-babbage-001",
|
||||
"name": "text-babbage-001"
|
||||
}
|
||||
],
|
||||
"default": "text-davinci-003",
|
||||
"optional": true,
|
||||
"id": "openAI_1-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Temperature",
|
||||
"name": "temperature",
|
||||
"type": "number",
|
||||
"default": 0.7,
|
||||
"optional": true,
|
||||
"id": "openAI_1-input-temperature-number"
|
||||
},
|
||||
{
|
||||
"label": "Max Tokens",
|
||||
"name": "maxTokens",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-maxTokens-number"
|
||||
},
|
||||
{
|
||||
"label": "Top Probability",
|
||||
"name": "topP",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-topP-number"
|
||||
},
|
||||
{
|
||||
"label": "Best Of",
|
||||
"name": "bestOf",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-bestOf-number"
|
||||
},
|
||||
{
|
||||
"label": "Frequency Penalty",
|
||||
"name": "frequencyPenalty",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-frequencyPenalty-number"
|
||||
},
|
||||
{
|
||||
"label": "Presence Penalty",
|
||||
"name": "presencePenalty",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-presencePenalty-number"
|
||||
},
|
||||
{
|
||||
"label": "Batch Size",
|
||||
"name": "batchSize",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-batchSize-number"
|
||||
},
|
||||
{
|
||||
"label": "Timeout",
|
||||
"name": "timeout",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-timeout-number"
|
||||
},
|
||||
{
|
||||
"label": "BasePath",
|
||||
"name": "basepath",
|
||||
"type": "string",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_1-input-basepath-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"modelName": "text-davinci-003",
|
||||
"temperature": 0.7,
|
||||
"maxTokens": "",
|
||||
"topP": "",
|
||||
"bestOf": "",
|
||||
"frequencyPenalty": "",
|
||||
"presencePenalty": "",
|
||||
"batchSize": "",
|
||||
"timeout": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "openAI_1-output-openAI-OpenAI|BaseLLM|BaseLanguageModel|BaseLangChain",
|
||||
"name": "openAI",
|
||||
"label": "OpenAI",
|
||||
"type": "OpenAI | BaseLLM | BaseLanguageModel | BaseLangChain"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 510.75932526856377,
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||||
"y": -44.80152395958956
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||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 534,
|
||||
"id": "promptTemplate_1",
|
||||
"position": {
|
||||
"x": 514.5434056794296,
|
||||
"y": 507.47798128037107
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "promptTemplate_1",
|
||||
"label": "Prompt Template",
|
||||
"name": "promptTemplate",
|
||||
"type": "PromptTemplate",
|
||||
"baseClasses": ["PromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate"],
|
||||
"category": "Prompts",
|
||||
"description": "Schema to represent a basic prompt for an LLM",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Template",
|
||||
"name": "template",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
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@@ -0,0 +1,330 @@
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||||
{
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
}
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||||
@@ -0,0 +1,638 @@
|
||||
{
|
||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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}
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{
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"type": "Tool",
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"list": true,
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"id": "conversationalAgent_0-input-tools-Tool"
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},
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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": "conversationalAgent_0-input-model-BaseLanguageModel"
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},
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{
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"label": "Memory",
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"name": "memory",
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"type": "BaseChatMemory",
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||||
"id": "conversationalAgent_0-input-memory-BaseChatMemory"
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||||
}
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],
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"inputs": {
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"tools": ["{{webBrowser_0.data.instance}}"],
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||||
"model": "{{chatOpenAI_0.data.instance}}",
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"memory": "{{bufferMemory_0.data.instance}}",
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"systemMessage": "",
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"humanMessage": ""
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},
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"outputAnchors": [
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{
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"name": "conversationalAgent",
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||||
"label": "AgentExecutor",
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||||
"type": "AgentExecutor | 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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},
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||||
{
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"source": "openAIEmbeddings_0",
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||||
"sourceHandle": "openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings",
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"target": "webBrowser_0",
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"targetHandle": "webBrowser_0-input-embeddings-Embeddings",
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||||
"type": "buttonedge",
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||||
"id": "openAIEmbeddings_0-openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings-webBrowser_0-webBrowser_0-input-embeddings-Embeddings",
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||||
"data": {
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}
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||||
},
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{
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||||
"source": "webBrowser_0",
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"target": "conversationalAgent_0",
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||||
"targetHandle": "conversationalAgent_0-input-tools-Tool",
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||||
"id": "webBrowser_0-webBrowser_0-output-webBrowser-WebBrowser|Tool|StructuredTool|BaseLangChain-conversationalAgent_0-conversationalAgent_0-input-tools-Tool",
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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|BaseLangChain",
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||||
"type": "buttonedge",
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||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|BaseLangChain-conversationalAgent_0-conversationalAgent_0-input-model-BaseLanguageModel",
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||||
"data": {
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||||
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||||
}
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||||
},
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||||
{
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||||
"source": "bufferMemory_0",
|
||||
"sourceHandle": "bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
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||||
"target": "conversationalAgent_0",
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||||
"targetHandle": "conversationalAgent_0-input-memory-BaseChatMemory",
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||||
"type": "buttonedge",
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||||
"id": "bufferMemory_0-bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory-conversationalAgent_0-conversationalAgent_0-input-memory-BaseChatMemory",
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||||
"data": {
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||||
"label": ""
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||||
}
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||||
}
|
||||
]
|
||||
}
|
||||
@@ -0,0 +1,281 @@
|
||||
{
|
||||
"description": "An agent that uses Zapier NLA to accesss apps and actions on Zapier's platform",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
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||||
"height": 278,
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||||
"id": "zapierNLA_0",
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||||
"position": {
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||||
"x": 546.0561178227484,
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||||
"y": 83.03303671691799
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||||
},
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||||
"type": "customNode",
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||||
"data": {
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||||
"id": "zapierNLA_0",
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||||
"label": "Zapier NLA",
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||||
"name": "zapierNLA",
|
||||
"type": "ZapierNLA",
|
||||
"baseClasses": ["ZapierNLA", "Tool"],
|
||||
"category": "Tools",
|
||||
"description": "Access to apps and actions on Zapier's platform through a natural language API interface",
|
||||
"inputParams": [
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||||
{
|
||||
"label": "Zapier NLA Api Key",
|
||||
"name": "apiKey",
|
||||
"type": "password",
|
||||
"id": "zapierNLA_0-input-apiKey-password"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "zapierNLA_0-output-zapierNLA-ZapierNLA|Tool",
|
||||
"name": "zapierNLA",
|
||||
"label": "ZapierNLA",
|
||||
"type": "ZapierNLA | Tool"
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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": 546.0561178227484,
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},
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||||
"dragging": false
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||||
},
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||||
{
|
||||
"width": 300,
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||||
"height": 524,
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||||
"id": "openAI_0",
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||||
"position": {
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||||
"x": 547.3867724775708,
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||||
"y": 394.1919189424442
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||||
},
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||||
"type": "customNode",
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||||
"data": {
|
||||
"id": "openAI_0",
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||||
"label": "OpenAI",
|
||||
"name": "openAI",
|
||||
"type": "OpenAI",
|
||||
"baseClasses": ["OpenAI", "BaseLLM", "BaseLanguageModel", "BaseLangChain"],
|
||||
"category": "LLMs",
|
||||
"description": "Wrapper around OpenAI large language models",
|
||||
"inputParams": [
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||||
{
|
||||
"label": "OpenAI Api Key",
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||||
"name": "openAIApiKey",
|
||||
"type": "password",
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||||
"id": "openAI_0-input-openAIApiKey-password"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "text-davinci-003",
|
||||
"name": "text-davinci-003"
|
||||
},
|
||||
{
|
||||
"label": "text-davinci-002",
|
||||
"name": "text-davinci-002"
|
||||
},
|
||||
{
|
||||
"label": "text-curie-001",
|
||||
"name": "text-curie-001"
|
||||
},
|
||||
{
|
||||
"label": "text-babbage-001",
|
||||
"name": "text-babbage-001"
|
||||
}
|
||||
],
|
||||
"default": "text-davinci-003",
|
||||
"optional": true,
|
||||
"id": "openAI_0-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Temperature",
|
||||
"name": "temperature",
|
||||
"type": "number",
|
||||
"default": 0.7,
|
||||
"optional": true,
|
||||
"id": "openAI_0-input-temperature-number"
|
||||
},
|
||||
{
|
||||
"label": "Max Tokens",
|
||||
"name": "maxTokens",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_0-input-maxTokens-number"
|
||||
},
|
||||
{
|
||||
"label": "Top Probability",
|
||||
"name": "topP",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_0-input-topP-number"
|
||||
},
|
||||
{
|
||||
"label": "Best Of",
|
||||
"name": "bestOf",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_0-input-bestOf-number"
|
||||
},
|
||||
{
|
||||
"label": "Frequency Penalty",
|
||||
"name": "frequencyPenalty",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_0-input-frequencyPenalty-number"
|
||||
},
|
||||
{
|
||||
"label": "Presence Penalty",
|
||||
"name": "presencePenalty",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_0-input-presencePenalty-number"
|
||||
},
|
||||
{
|
||||
"label": "Batch Size",
|
||||
"name": "batchSize",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_0-input-batchSize-number"
|
||||
},
|
||||
{
|
||||
"label": "Timeout",
|
||||
"name": "timeout",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_0-input-timeout-number"
|
||||
},
|
||||
{
|
||||
"label": "BasePath",
|
||||
"name": "basepath",
|
||||
"type": "string",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "openAI_0-input-basepath-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"modelName": "text-davinci-003",
|
||||
"temperature": 0.7,
|
||||
"maxTokens": "",
|
||||
"topP": "",
|
||||
"bestOf": "",
|
||||
"frequencyPenalty": "",
|
||||
"presencePenalty": "",
|
||||
"batchSize": "",
|
||||
"timeout": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "openAI_0-output-openAI-OpenAI|BaseLLM|BaseLanguageModel|BaseLangChain",
|
||||
"name": "openAI",
|
||||
"label": "OpenAI",
|
||||
"type": "OpenAI | BaseLLM | BaseLanguageModel | BaseLangChain"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
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|
||||
"positionAbsolute": {
|
||||
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||||
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|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 280,
|
||||
"id": "mrklAgentLLM_0",
|
||||
"position": {
|
||||
"x": 1002.5779315680477,
|
||||
"y": 329.9701389591812
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "mrklAgentLLM_0",
|
||||
"label": "MRKL Agent for LLMs",
|
||||
"name": "mrklAgentLLM",
|
||||
"type": "AgentExecutor",
|
||||
"baseClasses": ["AgentExecutor", "BaseChain", "BaseLangChain"],
|
||||
"category": "Agents",
|
||||
"description": "Agent that uses the ReAct Framework to decide what action to take, optimized to be used with LLMs",
|
||||
"inputParams": [],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Allowed Tools",
|
||||
"name": "tools",
|
||||
"type": "Tool",
|
||||
"list": true,
|
||||
"id": "mrklAgentLLM_0-input-tools-Tool"
|
||||
},
|
||||
{
|
||||
"label": "Language Model",
|
||||
"name": "model",
|
||||
"type": "BaseLanguageModel",
|
||||
"id": "mrklAgentLLM_0-input-model-BaseLanguageModel"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"tools": ["{{zapierNLA_0.data.instance}}"],
|
||||
"model": "{{openAI_0.data.instance}}"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "mrklAgentLLM_0-output-mrklAgentLLM-AgentExecutor|BaseChain|BaseLangChain",
|
||||
"name": "mrklAgentLLM",
|
||||
"label": "AgentExecutor",
|
||||
"type": "AgentExecutor | BaseChain | BaseLangChain"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"positionAbsolute": {
|
||||
"x": 1002.5779315680477,
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||||
"y": 329.9701389591812
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||||
},
|
||||
"selected": false
|
||||
}
|
||||
],
|
||||
"edges": [
|
||||
{
|
||||
"source": "zapierNLA_0",
|
||||
"sourceHandle": "zapierNLA_0-output-zapierNLA-ZapierNLA|Tool",
|
||||
"target": "mrklAgentLLM_0",
|
||||
"targetHandle": "mrklAgentLLM_0-input-tools-Tool",
|
||||
"type": "buttonedge",
|
||||
"id": "zapierNLA_0-zapierNLA_0-output-zapierNLA-ZapierNLA|Tool-mrklAgentLLM_0-mrklAgentLLM_0-input-tools-Tool",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "openAI_0",
|
||||
"sourceHandle": "openAI_0-output-openAI-OpenAI|BaseLLM|BaseLanguageModel|BaseLangChain",
|
||||
"target": "mrklAgentLLM_0",
|
||||
"targetHandle": "mrklAgentLLM_0-input-model-BaseLanguageModel",
|
||||
"type": "buttonedge",
|
||||
"id": "openAI_0-openAI_0-output-openAI-OpenAI|BaseLLM|BaseLanguageModel|BaseLangChain-mrklAgentLLM_0-mrklAgentLLM_0-input-model-BaseLanguageModel",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
}
|
||||
]
|
||||
}
|
||||
Reference in New Issue
Block a user