702 lines
28 KiB
JSON
702 lines
28 KiB
JSON
{
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"description": "AutoGPT - Autonomous agent with chain of thoughts for self-guided task completion",
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"framework": ["Langchain"],
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"usecases": ["Reflective Agent"],
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"nodes": [
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{
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"width": 300,
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"height": 679,
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"id": "autoGPT_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": "autoGPT_0",
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"label": "AutoGPT",
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"version": 2,
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"name": "autoGPT",
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"type": "AutoGPT",
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"baseClasses": ["AutoGPT"],
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"category": "Agents",
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"description": "Autonomous agent with chain of thoughts by GPT4",
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"inputParams": [
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{
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"label": "AutoGPT Name",
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"name": "aiName",
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"type": "string",
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"placeholder": "Tom",
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"optional": true,
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"id": "autoGPT_0-input-aiName-string"
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},
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{
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"label": "AutoGPT Role",
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"name": "aiRole",
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"type": "string",
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"placeholder": "Assistant",
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"optional": true,
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"id": "autoGPT_0-input-aiRole-string"
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},
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{
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"label": "Maximum Loop",
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"name": "maxLoop",
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"type": "number",
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"default": 5,
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"optional": true,
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"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",
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"name": "tools",
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"type": "Tool",
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"list": true,
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"id": "autoGPT_0-input-tools-Tool"
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},
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{
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"label": "Chat Model",
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"name": "model",
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"type": "BaseChatModel",
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"id": "autoGPT_0-input-model-BaseChatModel"
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},
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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": "autoGPT_0-input-vectorStoreRetriever-BaseRetriever"
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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": "autoGPT_0-input-inputModeration-Moderation"
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}
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],
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"inputs": {
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"inputModeration": "",
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"tools": ["{{serpAPI_0.data.instance}}"],
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"model": "{{chatOpenAI_0.data.instance}}",
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"vectorStoreRetriever": "{{pinecone_0.data.instance}}",
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"aiName": "",
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"aiRole": "",
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"maxLoop": 5
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},
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"outputAnchors": [
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{
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"id": "autoGPT_0-output-autoGPT-AutoGPT",
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"name": "autoGPT",
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"label": "AutoGPT",
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"type": "AutoGPT"
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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": 1566.5228556278,
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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": 276,
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"id": "serpAPI_0",
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"position": {
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"x": 1207.9685973743674,
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"y": -216.77363417201138
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},
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"type": "customNode",
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"data": {
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"id": "serpAPI_0",
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"label": "Serp API",
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"version": 1,
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"name": "serpAPI",
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"type": "SerpAPI",
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"baseClasses": ["SerpAPI", "Tool", "StructuredTool"],
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"category": "Tools",
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"description": "Wrapper around SerpAPI - a real-time API to access Google search results",
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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": ["serpApi"],
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"id": "serpAPI_0-input-credential-credential"
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}
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],
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"inputAnchors": [],
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"inputs": {},
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"outputAnchors": [
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{
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"id": "serpAPI_0-output-serpAPI-SerpAPI|Tool|StructuredTool",
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"name": "serpAPI",
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"label": "SerpAPI",
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"type": "SerpAPI | 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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"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_0",
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"position": {
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"x": 861.5955028972123,
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"y": -322.72984118549857
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},
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"type": "customNode",
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"data": {
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"id": "chatOpenAI_0",
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"label": "ChatOpenAI",
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"version": 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_0-input-credential-credential"
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},
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{
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"label": "Model Name",
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"name": "modelName",
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"type": "asyncOptions",
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"loadMethod": "listModels",
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"default": "gpt-3.5-turbo",
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"id": "chatOpenAI_0-input-modelName-options"
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},
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{
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"label": "Temperature",
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"name": "temperature",
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"type": "number",
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"default": 0.9,
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"optional": true,
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"id": "chatOpenAI_0-input-temperature-number"
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},
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{
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"label": "Max Tokens",
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"name": "maxTokens",
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"type": "number",
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_0-input-maxTokens-number"
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},
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{
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"label": "Top Probability",
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"name": "topP",
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"type": "number",
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_0-input-topP-number"
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},
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{
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"label": "Frequency Penalty",
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"name": "frequencyPenalty",
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"type": "number",
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_0-input-frequencyPenalty-number"
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},
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{
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"label": "Presence Penalty",
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"name": "presencePenalty",
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"type": "number",
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_0-input-presencePenalty-number"
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},
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{
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"label": "Timeout",
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"name": "timeout",
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"type": "number",
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_0-input-timeout-number"
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},
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{
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"label": "BasePath",
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"name": "basepath",
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"type": "string",
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_0-input-basepath-string"
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},
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{
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"label": "BaseOptions",
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"name": "baseOptions",
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"type": "json",
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_0-input-baseOptions-json"
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},
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{
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"label": "Allow Image Uploads",
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"name": "allowImageUploads",
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"type": "boolean",
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"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
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"default": false,
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"optional": true,
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"id": "chatOpenAI_0-input-allowImageUploads-boolean"
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},
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{
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"label": "Image Resolution",
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"description": "This parameter controls the resolution in which the model views the image.",
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"name": "imageResolution",
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"type": "options",
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"options": [
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{
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"label": "Low",
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"name": "low"
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},
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{
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"label": "High",
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"name": "high"
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},
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{
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"label": "Auto",
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"name": "auto"
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}
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],
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"default": "low",
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"optional": false,
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"additionalParams": true,
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"id": "chatOpenAI_0-input-imageResolution-options"
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}
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],
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"inputAnchors": [
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{
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"label": "Cache",
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"name": "cache",
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"type": "BaseCache",
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"optional": true,
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"id": "chatOpenAI_0-input-cache-BaseCache"
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}
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],
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"inputs": {
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"modelName": "gpt-3.5-turbo",
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"temperature": 0.9,
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"maxTokens": "",
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"topP": "",
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"frequencyPenalty": "",
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"presencePenalty": "",
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"timeout": "",
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"basepath": "",
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"baseOptions": "",
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"allowImageUploads": true,
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"imageResolution": "low"
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},
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"outputAnchors": [
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{
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"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
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"name": "chatOpenAI",
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"label": "ChatOpenAI",
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"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel"
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}
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],
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"outputs": {},
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"selected": false
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},
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"selected": false,
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"positionAbsolute": {
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"x": 861.5955028972123,
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"y": -322.72984118549857
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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": 424,
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"id": "openAIEmbeddings_0",
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"position": {
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"x": 116.62153412789377,
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"y": 52.465581131402246
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},
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"type": "customNode",
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"data": {
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"id": "openAIEmbeddings_0",
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"label": "OpenAI Embeddings",
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"version": 4,
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"name": "openAIEmbeddings",
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"type": "OpenAIEmbeddings",
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"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
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"category": "Embeddings",
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"description": "OpenAI API to generate embeddings for a given text",
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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": "openAIEmbeddings_0-input-credential-credential"
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},
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{
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"label": "Model Name",
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"name": "modelName",
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"type": "asyncOptions",
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"loadMethod": "listModels",
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"default": "text-embedding-ada-002",
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"id": "openAIEmbeddings_0-input-modelName-asyncOptions"
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},
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{
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"label": "Strip New Lines",
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"name": "stripNewLines",
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"type": "boolean",
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"optional": true,
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"additionalParams": true,
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"id": "openAIEmbeddings_0-input-stripNewLines-boolean"
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},
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{
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"label": "Batch Size",
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"name": "batchSize",
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"type": "number",
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"optional": true,
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"additionalParams": true,
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"id": "openAIEmbeddings_0-input-batchSize-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": "openAIEmbeddings_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": "openAIEmbeddings_0-input-basepath-string"
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},
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{
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"label": "Dimensions",
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"name": "dimensions",
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"type": "number",
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"optional": true,
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"additionalParams": true,
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"id": "openAIEmbeddings_0-input-dimensions-number"
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}
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],
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"inputAnchors": [],
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"inputs": {
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"modelName": "text-embedding-ada-002",
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"stripNewLines": "",
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"batchSize": "",
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"timeout": "",
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"basepath": "",
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"dimensions": ""
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},
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"outputAnchors": [
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{
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"id": "openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings",
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"name": "openAIEmbeddings",
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"label": "OpenAIEmbeddings",
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"description": "OpenAI API to generate embeddings for a given text",
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"type": "OpenAIEmbeddings | Embeddings"
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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": 116.62153412789377,
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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": 606,
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"id": "pinecone_0",
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"position": {
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"x": 512.2389361920059,
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"y": -36.80102752360557
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},
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"type": "customNode",
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"data": {
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"id": "pinecone_0",
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"label": "Pinecone",
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"version": 3,
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"name": "pinecone",
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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 embedded data and perform similarity or mmr search using Pinecone, a leading fully managed hosted vector database",
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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": ["pineconeApi"],
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"id": "pinecone_0-input-credential-credential"
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},
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{
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"label": "Pinecone Index",
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"name": "pineconeIndex",
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"type": "string",
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"id": "pinecone_0-input-pineconeIndex-string"
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},
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{
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"label": "Pinecone Namespace",
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"name": "pineconeNamespace",
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"type": "string",
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"placeholder": "my-first-namespace",
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"additionalParams": true,
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"optional": true,
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"id": "pinecone_0-input-pineconeNamespace-string"
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},
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{
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"label": "Pinecone Metadata Filter",
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"name": "pineconeMetadataFilter",
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"type": "json",
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"optional": true,
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"additionalParams": true,
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"id": "pinecone_0-input-pineconeMetadataFilter-json"
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},
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{
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"label": "Top K",
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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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"type": "number",
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"additionalParams": true,
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"optional": true,
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"id": "pinecone_0-input-topK-number"
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},
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{
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"label": "Search Type",
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"name": "searchType",
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"type": "options",
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"default": "similarity",
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"options": [
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{
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"label": "Similarity",
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"name": "similarity"
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},
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{
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"label": "Max Marginal Relevance",
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"name": "mmr"
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}
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],
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"additionalParams": true,
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"optional": true,
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"id": "pinecone_0-input-searchType-options"
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},
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{
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"label": "Fetch K (for MMR Search)",
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"name": "fetchK",
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"description": "Number of initial documents to fetch for MMR reranking. Default to 20. Used only when the search type is MMR",
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"placeholder": "20",
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"type": "number",
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"additionalParams": true,
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"optional": true,
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"id": "pinecone_0-input-fetchK-number"
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},
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{
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"label": "Lambda (for MMR Search)",
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"name": "lambda",
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"description": "Number between 0 and 1 that determines the degree of diversity among the results, where 0 corresponds to maximum diversity and 1 to minimum diversity. Used only when the search type is MMR",
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"placeholder": "0.5",
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"type": "number",
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"additionalParams": true,
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"optional": true,
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"id": "pinecone_0-input-lambda-number"
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}
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],
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"inputAnchors": [
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{
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|
"label": "Document",
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"name": "document",
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"type": "Document",
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"list": true,
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"optional": true,
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"id": "pinecone_0-input-document-Document"
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},
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{
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"label": "Embeddings",
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"name": "embeddings",
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"type": "Embeddings",
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"id": "pinecone_0-input-embeddings-Embeddings"
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},
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{
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|
"label": "Record Manager",
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"name": "recordManager",
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"type": "RecordManager",
|
|
"description": "Keep track of the record to prevent duplication",
|
|
"optional": true,
|
|
"id": "pinecone_0-input-recordManager-RecordManager"
|
|
}
|
|
],
|
|
"inputs": {
|
|
"document": "",
|
|
"embeddings": "{{openAIEmbeddings_0.data.instance}}",
|
|
"recordManager": "",
|
|
"pineconeIndex": "",
|
|
"pineconeNamespace": "",
|
|
"pineconeMetadataFilter": "",
|
|
"topK": "",
|
|
"searchType": "similarity",
|
|
"fetchK": "",
|
|
"lambda": ""
|
|
},
|
|
"outputAnchors": [
|
|
{
|
|
"name": "output",
|
|
"label": "Output",
|
|
"type": "options",
|
|
"description": "",
|
|
"options": [
|
|
{
|
|
"id": "pinecone_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
|
|
"name": "retriever",
|
|
"label": "Pinecone Retriever",
|
|
"description": "",
|
|
"type": "Pinecone | VectorStoreRetriever | BaseRetriever"
|
|
},
|
|
{
|
|
"id": "pinecone_0-output-vectorStore-Pinecone|VectorStore",
|
|
"name": "vectorStore",
|
|
"label": "Pinecone Vector Store",
|
|
"description": "",
|
|
"type": "Pinecone | VectorStore"
|
|
}
|
|
],
|
|
"default": "retriever"
|
|
}
|
|
],
|
|
"outputs": {
|
|
"output": "retriever"
|
|
},
|
|
"selected": false
|
|
},
|
|
"selected": false,
|
|
"positionAbsolute": {
|
|
"x": 512.2389361920059,
|
|
"y": -36.80102752360557
|
|
},
|
|
"dragging": false
|
|
},
|
|
{
|
|
"id": "stickyNote_0",
|
|
"position": {
|
|
"x": 1565.5672914362437,
|
|
"y": -138.9994972608436
|
|
},
|
|
"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": "An agent that uses long-term memory (Pinecone in this example) together with a prompt for self-guided task completion.\n\nAgent has access to Serp API tool to search the web, and store the continuous results to Pinecone"
|
|
},
|
|
"outputAnchors": [
|
|
{
|
|
"id": "stickyNote_0-output-stickyNote-StickyNote",
|
|
"name": "stickyNote",
|
|
"label": "StickyNote",
|
|
"description": "Add a sticky note",
|
|
"type": "StickyNote"
|
|
}
|
|
],
|
|
"outputs": {},
|
|
"selected": false
|
|
},
|
|
"width": 300,
|
|
"height": 163,
|
|
"selected": false,
|
|
"positionAbsolute": {
|
|
"x": 1565.5672914362437,
|
|
"y": -138.9994972608436
|
|
},
|
|
"dragging": false
|
|
}
|
|
],
|
|
"edges": [
|
|
{
|
|
"source": "chatOpenAI_0",
|
|
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
|
|
"target": "autoGPT_0",
|
|
"targetHandle": "autoGPT_0-input-model-BaseChatModel",
|
|
"type": "buttonedge",
|
|
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-autoGPT_0-autoGPT_0-input-model-BaseChatModel",
|
|
"data": {
|
|
"label": ""
|
|
}
|
|
},
|
|
{
|
|
"source": "serpAPI_0",
|
|
"sourceHandle": "serpAPI_0-output-serpAPI-SerpAPI|Tool|StructuredTool",
|
|
"target": "autoGPT_0",
|
|
"targetHandle": "autoGPT_0-input-tools-Tool",
|
|
"type": "buttonedge",
|
|
"id": "serpAPI_0-serpAPI_0-output-serpAPI-SerpAPI|Tool|StructuredTool-autoGPT_0-autoGPT_0-input-tools-Tool",
|
|
"data": {
|
|
"label": ""
|
|
}
|
|
},
|
|
{
|
|
"source": "openAIEmbeddings_0",
|
|
"sourceHandle": "openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings",
|
|
"target": "pinecone_0",
|
|
"targetHandle": "pinecone_0-input-embeddings-Embeddings",
|
|
"type": "buttonedge",
|
|
"id": "openAIEmbeddings_0-openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings-pinecone_0-pinecone_0-input-embeddings-Embeddings",
|
|
"data": {
|
|
"label": ""
|
|
}
|
|
},
|
|
{
|
|
"source": "pinecone_0",
|
|
"sourceHandle": "pinecone_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
|
|
"target": "autoGPT_0",
|
|
"targetHandle": "autoGPT_0-input-vectorStoreRetriever-BaseRetriever",
|
|
"type": "buttonedge",
|
|
"id": "pinecone_0-pinecone_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever-autoGPT_0-autoGPT_0-input-vectorStoreRetriever-BaseRetriever",
|
|
"data": {
|
|
"label": ""
|
|
}
|
|
}
|
|
]
|
|
}
|