768 lines
32 KiB
JSON
768 lines
32 KiB
JSON
{
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"description": "Tool Agent using OpenAPI yaml to automatically decide which API to call, generating url and body request from conversation",
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"framework": ["Langchain"],
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"usecases": ["Interacting with API"],
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"nodes": [
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{
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"width": 300,
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"height": 544,
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"id": "openApiChain_1",
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"position": {
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"x": 1203.1825726424859,
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"y": 300.7226683414998
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},
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"type": "customNode",
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"data": {
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"id": "openApiChain_1",
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"label": "OpenAPI Chain",
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"version": 2,
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"name": "openApiChain",
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"type": "OpenAPIChain",
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"baseClasses": ["OpenAPIChain", "BaseChain"],
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"category": "Chains",
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"description": "Chain that automatically select and call APIs based only on an OpenAPI spec",
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"inputParams": [
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{
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"label": "YAML Link",
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"name": "yamlLink",
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"type": "string",
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"placeholder": "https://api.speak.com/openapi.yaml",
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"description": "If YAML link is provided, uploaded YAML File will be ignored and YAML link will be used instead",
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"id": "openApiChain_1-input-yamlLink-string"
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},
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{
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"label": "YAML File",
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"name": "yamlFile",
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"type": "file",
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"fileType": ".yaml",
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"description": "If YAML link is provided, uploaded YAML File will be ignored and YAML link will be used instead",
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"id": "openApiChain_1-input-yamlFile-file"
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},
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{
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"label": "Headers",
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"name": "headers",
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"type": "json",
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"additionalParams": true,
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"optional": true,
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"id": "openApiChain_1-input-headers-json"
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}
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],
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"inputAnchors": [
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{
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"label": "ChatOpenAI Model",
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"name": "model",
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"type": "ChatOpenAI",
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"id": "openApiChain_1-input-model-ChatOpenAI"
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},
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{
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"label": "Input Moderation",
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"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
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"name": "inputModeration",
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"type": "Moderation",
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"optional": true,
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"list": true,
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"id": "openApiChain_1-input-inputModeration-Moderation"
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}
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],
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"inputs": {
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"inputModeration": "",
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"model": "{{chatOpenAI_1.data.instance}}",
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"yamlLink": "https://gist.githubusercontent.com/HenryHengZJ/b60f416c42cb9bcd3160fe797421119a/raw/0ef05b3aaf142e0423f71c19dec866178487dc10/klarna.yml",
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"headers": ""
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},
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"outputAnchors": [
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{
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"id": "openApiChain_1-output-openApiChain-OpenAPIChain|BaseChain",
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"name": "openApiChain",
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"label": "OpenAPIChain",
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"type": "OpenAPIChain | BaseChain"
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}
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],
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"outputs": {},
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"selected": false
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},
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"selected": false,
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"positionAbsolute": {
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"x": 1203.1825726424859,
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"y": 300.7226683414998
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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": 670,
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"id": "chatOpenAI_1",
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"position": {
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"x": 792.3201947594027,
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"y": 293.61889966751846
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},
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"type": "customNode",
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"data": {
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"id": "chatOpenAI_1",
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"label": "ChatOpenAI",
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"version": 6,
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"name": "chatOpenAI",
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"type": "ChatOpenAI",
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"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
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"category": "Chat Models",
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"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
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"inputParams": [
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{
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"label": "Connect Credential",
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"name": "credential",
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"type": "credential",
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"credentialNames": ["openAIApi"],
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"id": "chatOpenAI_1-input-credential-credential"
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},
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{
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"label": "Model Name",
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"name": "modelName",
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"type": "asyncOptions",
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"loadMethod": "listModels",
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"default": "gpt-3.5-turbo",
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"id": "chatOpenAI_1-input-modelName-options"
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},
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{
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"label": "Temperature",
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"name": "temperature",
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"type": "number",
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"default": 0.9,
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"optional": true,
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"id": "chatOpenAI_1-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_1-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_1-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_1-input-frequencyPenalty-number"
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},
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{
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"label": "Presence Penalty",
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"name": "presencePenalty",
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"type": "number",
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_1-input-presencePenalty-number"
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},
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{
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"label": "Timeout",
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"name": "timeout",
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"type": "number",
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_1-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_1-input-basepath-string"
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},
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{
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"label": "BaseOptions",
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"name": "baseOptions",
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"type": "json",
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_1-input-baseOptions-json"
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},
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{
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"label": "Allow Image Uploads",
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"name": "allowImageUploads",
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"type": "boolean",
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"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
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"default": false,
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"optional": true,
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"id": "chatOpenAI_1-input-allowImageUploads-boolean"
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},
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{
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"label": "Image Resolution",
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"description": "This parameter controls the resolution in which the model views the image.",
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"name": "imageResolution",
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"type": "options",
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"options": [
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{
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"label": "Low",
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"name": "low"
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},
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{
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"label": "High",
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"name": "high"
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},
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{
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"label": "Auto",
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"name": "auto"
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}
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],
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"default": "low",
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"optional": false,
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"additionalParams": true,
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"id": "chatOpenAI_1-input-imageResolution-options"
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}
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],
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"inputAnchors": [
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{
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"label": "Cache",
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"name": "cache",
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"type": "BaseCache",
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"optional": true,
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"id": "chatOpenAI_1-input-cache-BaseCache"
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}
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],
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"inputs": {
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"modelName": "gpt-3.5-turbo",
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"temperature": 0.9,
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"maxTokens": "",
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"topP": "",
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"frequencyPenalty": "",
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"presencePenalty": "",
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"timeout": "",
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"basepath": "",
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"baseOptions": "",
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"allowImageUploads": true,
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"imageResolution": "low"
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},
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"outputAnchors": [
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{
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"id": "chatOpenAI_1-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
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"name": "chatOpenAI",
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"label": "ChatOpenAI",
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"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel"
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}
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],
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"outputs": {},
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"selected": false
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},
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"selected": false,
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"positionAbsolute": {
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"x": 792.3201947594027,
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"y": 293.61889966751846
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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": 603,
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"id": "chainTool_0",
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"position": {
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"x": 1635.3466862861876,
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"y": 272.3189405402944
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},
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"type": "customNode",
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"data": {
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"id": "chainTool_0",
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"label": "Chain Tool",
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"version": 1,
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"name": "chainTool",
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"type": "ChainTool",
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"baseClasses": ["ChainTool", "DynamicTool", "Tool", "StructuredTool"],
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"category": "Tools",
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"description": "Use a chain as allowed tool for agent",
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"inputParams": [
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{
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"label": "Chain Name",
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"name": "name",
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"type": "string",
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"placeholder": "state-of-union-qa",
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"id": "chainTool_0-input-name-string"
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},
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{
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"label": "Chain Description",
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"name": "description",
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"type": "string",
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"rows": 3,
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"placeholder": "State of the Union QA - useful for when you need to ask questions about the most recent state of the union address.",
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"id": "chainTool_0-input-description-string"
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},
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{
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"label": "Return Direct",
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"name": "returnDirect",
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"type": "boolean",
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"optional": true,
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"id": "chainTool_0-input-returnDirect-boolean"
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}
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],
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"inputAnchors": [
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{
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"label": "Base Chain",
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"name": "baseChain",
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"type": "BaseChain",
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"id": "chainTool_0-input-baseChain-BaseChain"
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}
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],
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"inputs": {
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"name": "shopping-qa",
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"description": "useful for when you need to search for e-commerce products like shirt, pants, dress, glasses, etc.",
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"returnDirect": false,
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"baseChain": "{{openApiChain_1.data.instance}}"
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},
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"outputAnchors": [
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{
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"id": "chainTool_0-output-chainTool-ChainTool|DynamicTool|Tool|StructuredTool",
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"name": "chainTool",
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"label": "ChainTool",
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"type": "ChainTool | DynamicTool | Tool | StructuredTool"
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}
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],
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"outputs": {},
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"selected": false
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},
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"selected": false,
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"positionAbsolute": {
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"x": 1635.3466862861876,
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"y": 272.3189405402944
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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": 670,
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"id": "chatOpenAI_2",
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"position": {
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"x": 1566.5049234393214,
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"y": 920.3787183665902
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},
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"type": "customNode",
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"data": {
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"id": "chatOpenAI_2",
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"label": "ChatOpenAI",
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"version": 6,
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"name": "chatOpenAI",
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"type": "ChatOpenAI",
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"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
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"category": "Chat Models",
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"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
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"inputParams": [
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{
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"label": "Connect Credential",
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"name": "credential",
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"type": "credential",
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"credentialNames": ["openAIApi"],
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"id": "chatOpenAI_2-input-credential-credential"
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},
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{
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"label": "Model Name",
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"name": "modelName",
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"type": "asyncOptions",
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"loadMethod": "listModels",
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"default": "gpt-3.5-turbo",
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"id": "chatOpenAI_2-input-modelName-options"
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},
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{
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"label": "Temperature",
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"name": "temperature",
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"type": "number",
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"default": 0.9,
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"optional": true,
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"id": "chatOpenAI_2-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_2-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_2-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_2-input-frequencyPenalty-number"
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},
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{
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"label": "Presence Penalty",
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"name": "presencePenalty",
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"type": "number",
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_2-input-presencePenalty-number"
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},
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{
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"label": "Timeout",
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"name": "timeout",
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"type": "number",
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_2-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_2-input-basepath-string"
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},
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{
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"label": "BaseOptions",
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"name": "baseOptions",
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"type": "json",
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_2-input-baseOptions-json"
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},
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{
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"label": "Allow Image Uploads",
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"name": "allowImageUploads",
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"type": "boolean",
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"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
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"default": false,
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"optional": true,
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"id": "chatOpenAI_2-input-allowImageUploads-boolean"
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},
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{
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"label": "Image Resolution",
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"description": "This parameter controls the resolution in which the model views the image.",
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"name": "imageResolution",
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"type": "options",
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"options": [
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{
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"label": "Low",
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"name": "low"
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},
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{
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"label": "High",
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"name": "high"
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},
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{
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"label": "Auto",
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"name": "auto"
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}
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],
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"default": "low",
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"optional": false,
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"additionalParams": true,
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"id": "chatOpenAI_2-input-imageResolution-options"
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}
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],
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"inputAnchors": [
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{
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"label": "Cache",
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"name": "cache",
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"type": "BaseCache",
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"optional": true,
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"id": "chatOpenAI_2-input-cache-BaseCache"
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}
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],
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"inputs": {
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"modelName": "gpt-3.5-turbo",
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"temperature": 0.9,
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"maxTokens": "",
|
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"topP": "",
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"frequencyPenalty": "",
|
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"presencePenalty": "",
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"timeout": "",
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"basepath": "",
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"baseOptions": "",
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"allowImageUploads": true,
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"imageResolution": "low"
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},
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"outputAnchors": [
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{
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"id": "chatOpenAI_2-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
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"name": "chatOpenAI",
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"label": "ChatOpenAI",
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"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel"
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}
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],
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"outputs": {},
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"selected": false
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|
},
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|
"selected": false,
|
|
"positionAbsolute": {
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|
"x": 1566.5049234393214,
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|
"y": 920.3787183665902
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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": 253,
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"id": "bufferMemory_0",
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"position": {
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"x": 1148.8461056155377,
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"y": 967.8215757228843
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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",
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"version": 2,
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"name": "bufferMemory",
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"type": "BufferMemory",
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"baseClasses": ["BufferMemory", "BaseChatMemory", "BaseMemory"],
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"category": "Memory",
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"description": "Retrieve chat messages stored in database",
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"inputParams": [
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{
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"label": "Session Id",
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"name": "sessionId",
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"type": "string",
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"description": "If not specified, a random id will be used. Learn <a target=\"_blank\" href=\"https://docs.flowiseai.com/memory#ui-and-embedded-chat\">more</a>",
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"default": "",
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"additionalParams": true,
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"optional": true,
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"id": "bufferMemory_0-input-sessionId-string"
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},
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{
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"label": "Memory Key",
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"name": "memoryKey",
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"type": "string",
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|
"default": "chat_history",
|
|
"additionalParams": true,
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|
"id": "bufferMemory_0-input-memoryKey-string"
|
|
}
|
|
],
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|
"inputAnchors": [],
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|
"inputs": {
|
|
"sessionId": "",
|
|
"memoryKey": "chat_history"
|
|
},
|
|
"outputAnchors": [
|
|
{
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|
"id": "bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
|
|
"name": "bufferMemory",
|
|
"label": "BufferMemory",
|
|
"type": "BufferMemory | BaseChatMemory | BaseMemory"
|
|
}
|
|
],
|
|
"outputs": {},
|
|
"selected": false
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|
},
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|
"positionAbsolute": {
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"x": 1148.8461056155377,
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"y": 967.8215757228843
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},
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"selected": false
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},
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{
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"id": "toolAgent_0",
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"position": {
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"x": 2054.7555242376347,
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"y": 710.4140533942601
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},
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"type": "customNode",
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"data": {
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|
"id": "toolAgent_0",
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|
"label": "Tool Agent",
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|
"version": 1,
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|
"name": "toolAgent",
|
|
"type": "AgentExecutor",
|
|
"baseClasses": ["AgentExecutor", "BaseChain", "Runnable"],
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|
"category": "Agents",
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|
"description": "Agent that uses Function Calling to pick the tools and args to call",
|
|
"inputParams": [
|
|
{
|
|
"label": "System Message",
|
|
"name": "systemMessage",
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|
"type": "string",
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|
"default": "You are a helpful AI assistant.",
|
|
"rows": 4,
|
|
"optional": true,
|
|
"additionalParams": true,
|
|
"id": "toolAgent_0-input-systemMessage-string"
|
|
},
|
|
{
|
|
"label": "Max Iterations",
|
|
"name": "maxIterations",
|
|
"type": "number",
|
|
"optional": true,
|
|
"additionalParams": true,
|
|
"id": "toolAgent_0-input-maxIterations-number"
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|
}
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|
],
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"inputAnchors": [
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{
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|
"label": "Tools",
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|
"name": "tools",
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|
"type": "Tool",
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|
"list": true,
|
|
"id": "toolAgent_0-input-tools-Tool"
|
|
},
|
|
{
|
|
"label": "Memory",
|
|
"name": "memory",
|
|
"type": "BaseChatMemory",
|
|
"id": "toolAgent_0-input-memory-BaseChatMemory"
|
|
},
|
|
{
|
|
"label": "Tool Calling Chat Model",
|
|
"name": "model",
|
|
"type": "BaseChatModel",
|
|
"description": "Only compatible with models that are capable of function calling: ChatOpenAI, ChatMistral, ChatAnthropic, ChatGoogleGenerativeAI, ChatVertexAI, GroqChat",
|
|
"id": "toolAgent_0-input-model-BaseChatModel"
|
|
},
|
|
{
|
|
"label": "Input Moderation",
|
|
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
|
|
"name": "inputModeration",
|
|
"type": "Moderation",
|
|
"optional": true,
|
|
"list": true,
|
|
"id": "toolAgent_0-input-inputModeration-Moderation"
|
|
}
|
|
],
|
|
"inputs": {
|
|
"tools": ["{{chainTool_0.data.instance}}"],
|
|
"memory": "{{bufferMemory_0.data.instance}}",
|
|
"model": "{{chatOpenAI_2.data.instance}}",
|
|
"systemMessage": "You are a helpful AI assistant.",
|
|
"inputModeration": "",
|
|
"maxIterations": ""
|
|
},
|
|
"outputAnchors": [
|
|
{
|
|
"id": "toolAgent_0-output-toolAgent-AgentExecutor|BaseChain|Runnable",
|
|
"name": "toolAgent",
|
|
"label": "AgentExecutor",
|
|
"description": "Agent that uses Function Calling to pick the tools and args to call",
|
|
"type": "AgentExecutor | BaseChain | Runnable"
|
|
}
|
|
],
|
|
"outputs": {},
|
|
"selected": false
|
|
},
|
|
"width": 300,
|
|
"height": 435,
|
|
"selected": false,
|
|
"positionAbsolute": {
|
|
"x": 2054.7555242376347,
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|
"y": 710.4140533942601
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|
},
|
|
"dragging": false
|
|
},
|
|
{
|
|
"id": "stickyNote_0",
|
|
"position": {
|
|
"x": 2046.8203973748023,
|
|
"y": 399.1483966834255
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|
},
|
|
"type": "stickyNote",
|
|
"data": {
|
|
"id": "stickyNote_0",
|
|
"label": "Sticky Note",
|
|
"version": 2,
|
|
"name": "stickyNote",
|
|
"type": "StickyNote",
|
|
"baseClasses": ["StickyNote"],
|
|
"tags": ["Utilities"],
|
|
"category": "Utilities",
|
|
"description": "Add a sticky note",
|
|
"inputParams": [
|
|
{
|
|
"label": "",
|
|
"name": "note",
|
|
"type": "string",
|
|
"rows": 1,
|
|
"placeholder": "Type something here",
|
|
"optional": true,
|
|
"id": "stickyNote_0-input-note-string"
|
|
}
|
|
],
|
|
"inputAnchors": [],
|
|
"inputs": {
|
|
"note": "Using agent, we give it a tool that is attached to an OpenAPI Chain.\n\nOpenAPI Chain uses a LLM to automatically figure out what is the correct URL and params to call given the YML spec file.\n\nResults are then fetched back to agent.\n\nExample question:\nI am looking for some blue tshirt, can u help me find some?"
|
|
},
|
|
"outputAnchors": [
|
|
{
|
|
"id": "stickyNote_0-output-stickyNote-StickyNote",
|
|
"name": "stickyNote",
|
|
"label": "StickyNote",
|
|
"description": "Add a sticky note",
|
|
"type": "StickyNote"
|
|
}
|
|
],
|
|
"outputs": {},
|
|
"selected": false
|
|
},
|
|
"width": 300,
|
|
"height": 284,
|
|
"selected": false,
|
|
"positionAbsolute": {
|
|
"x": 2046.8203973748023,
|
|
"y": 399.1483966834255
|
|
},
|
|
"dragging": false
|
|
}
|
|
],
|
|
"edges": [
|
|
{
|
|
"source": "chatOpenAI_1",
|
|
"sourceHandle": "chatOpenAI_1-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
|
|
"target": "openApiChain_1",
|
|
"targetHandle": "openApiChain_1-input-model-ChatOpenAI",
|
|
"type": "buttonedge",
|
|
"id": "chatOpenAI_1-chatOpenAI_1-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-openApiChain_1-openApiChain_1-input-model-ChatOpenAI",
|
|
"data": {
|
|
"label": ""
|
|
}
|
|
},
|
|
{
|
|
"source": "openApiChain_1",
|
|
"sourceHandle": "openApiChain_1-output-openApiChain-OpenAPIChain|BaseChain",
|
|
"target": "chainTool_0",
|
|
"targetHandle": "chainTool_0-input-baseChain-BaseChain",
|
|
"type": "buttonedge",
|
|
"id": "openApiChain_1-openApiChain_1-output-openApiChain-OpenAPIChain|BaseChain-chainTool_0-chainTool_0-input-baseChain-BaseChain",
|
|
"data": {
|
|
"label": ""
|
|
}
|
|
},
|
|
{
|
|
"source": "chainTool_0",
|
|
"sourceHandle": "chainTool_0-output-chainTool-ChainTool|DynamicTool|Tool|StructuredTool",
|
|
"target": "toolAgent_0",
|
|
"targetHandle": "toolAgent_0-input-tools-Tool",
|
|
"type": "buttonedge",
|
|
"id": "chainTool_0-chainTool_0-output-chainTool-ChainTool|DynamicTool|Tool|StructuredTool-toolAgent_0-toolAgent_0-input-tools-Tool"
|
|
},
|
|
{
|
|
"source": "chatOpenAI_2",
|
|
"sourceHandle": "chatOpenAI_2-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
|
|
"target": "toolAgent_0",
|
|
"targetHandle": "toolAgent_0-input-model-BaseChatModel",
|
|
"type": "buttonedge",
|
|
"id": "chatOpenAI_2-chatOpenAI_2-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-toolAgent_0-toolAgent_0-input-model-BaseChatModel"
|
|
},
|
|
{
|
|
"source": "bufferMemory_0",
|
|
"sourceHandle": "bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
|
|
"target": "toolAgent_0",
|
|
"targetHandle": "toolAgent_0-input-memory-BaseChatMemory",
|
|
"type": "buttonedge",
|
|
"id": "bufferMemory_0-bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory-toolAgent_0-toolAgent_0-input-memory-BaseChatMemory"
|
|
}
|
|
]
|
|
}
|