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Chore/Update issue templates and add new tools (#4687)

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* Enhancement: Update issue templates and add new tools

- Updated bug report template to include a default label of 'bug'.
- Updated feature request template to include a default label of 'enhancement'.
- Added new credential class for Agentflow API.
- Enhanced Agent and HTTP nodes to improve tool management and error handling.
- Added deprecation badges to several agent and chain classes.
- Introduced new tools for handling requests (GET, POST, DELETE, PUT) with improved error handling.
- Added new chatflows and agentflows for various use cases, including document QnA and translation.
- Updated UI components for better handling of agent flows and marketplace interactions.
- Refactored utility functions for improved functionality and clarity.

* Refactor: Remove beta badge and streamline template title assignment

- Removed the 'BETA' badge from the ExtractMetadataRetriever class.
- Simplified the title assignment in the agentflowv2 generator by using a variable instead of inline string manipulation.
This commit is contained in:
Henry Heng
2025-06-19 18:11:24 +01:00
committed by GitHub
parent 15dd28356b
commit a107aa7a77
86 changed files with 9942 additions and 12634 deletions
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packages/server/marketplaces/chatflows/Antonym.json
-533
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@@ -1,533 +0,0 @@
{
"description": "Output antonym of given user input using few-shot prompt template built with examples",
"framework": ["Langchain"],
"usecases": ["Basic"],
"nodes": [
{
"width": 300,
"height": 956,
"id": "fewShotPromptTemplate_1",
"position": {
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"y": -32.18537399495787
},
"type": "customNode",
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"id": "fewShotPromptTemplate_1",
"label": "Few Shot Prompt Template",
"version": 1,
"name": "fewShotPromptTemplate",
"type": "FewShotPromptTemplate",
"baseClasses": ["FewShotPromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate"],
"category": "Prompts",
"description": "Prompt template you can build with examples",
"inputParams": [
{
"label": "Examples",
"name": "examples",
"type": "string",
"rows": 4,
"placeholder": "[\n { \"word\": \"happy\", \"antonym\": \"sad\" },\n { \"word\": \"tall\", \"antonym\": \"short\" },\n]",
"id": "fewShotPromptTemplate_1-input-examples-string"
},
{
"label": "Prefix",
"name": "prefix",
"type": "string",
"rows": 4,
"placeholder": "Give the antonym of every input",
"id": "fewShotPromptTemplate_1-input-prefix-string"
},
{
"label": "Suffix",
"name": "suffix",
"type": "string",
"rows": 4,
"placeholder": "Word: {input}\nAntonym:",
"id": "fewShotPromptTemplate_1-input-suffix-string"
},
{
"label": "Example Separator",
"name": "exampleSeparator",
"type": "string",
"placeholder": "\n\n",
"id": "fewShotPromptTemplate_1-input-exampleSeparator-string"
},
{
"label": "Template Format",
"name": "templateFormat",
"type": "options",
"options": [
{
"label": "f-string",
"name": "f-string"
},
{
"label": "jinja-2",
"name": "jinja-2"
}
],
"default": "f-string",
"id": "fewShotPromptTemplate_1-input-templateFormat-options"
}
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"name": "examplePrompt",
"type": "PromptTemplate",
"id": "fewShotPromptTemplate_1-input-examplePrompt-PromptTemplate"
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"inputs": {
"examples": "[\n { \"word\": \"happy\", \"antonym\": \"sad\" },\n { \"word\": \"tall\", \"antonym\": \"short\" }\n]",
"examplePrompt": "{{promptTemplate_0.data.instance}}",
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"category": "Chains",
"description": "Chain to run queries against LLMs",
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"optional": true,
"id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
},
{
"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": "llmChain_0-input-inputModeration-Moderation"
}
],
"inputs": {
"model": "{{chatOpenAI_0.data.instance}}",
"prompt": "{{fewShotPromptTemplate_1.data.instance}}",
"outputParser": "",
"chainName": "",
"inputModeration": ""
},
"outputAnchors": [
{
"name": "output",
"label": "Output",
"type": "options",
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"name": "llmChain",
"label": "LLM Chain",
"type": "LLMChain | BaseChain | Runnable"
},
{
"id": "llmChain_0-output-outputPrediction-string|json",
"name": "outputPrediction",
"label": "Output Prediction",
"type": "string | json"
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"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
"category": "Chat Models",
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
"inputParams": [
{
"label": "Connect Credential",
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"type": "credential",
"credentialNames": ["openAIApi"],
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},
{
"label": "Model Name",
"name": "modelName",
"type": "asyncOptions",
"loadMethod": "listModels",
"default": "gpt-3.5-turbo",
"id": "chatOpenAI_0-input-modelName-asyncOptions"
},
{
"label": "Temperature",
"name": "temperature",
"type": "number",
"step": 0.1,
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"id": "chatOpenAI_0-input-temperature-number"
},
{
"label": "Max Tokens",
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"type": "number",
"step": 1,
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},
{
"label": "Top Probability",
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"step": 0.1,
"optional": true,
"additionalParams": true,
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},
{
"label": "Frequency Penalty",
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"type": "number",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-frequencyPenalty-number"
},
{
"label": "Presence Penalty",
"name": "presencePenalty",
"type": "number",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-presencePenalty-number"
},
{
"label": "Timeout",
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"step": 1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-timeout-number"
},
{
"label": "BasePath",
"name": "basepath",
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"additionalParams": true,
"id": "chatOpenAI_0-input-basepath-string"
},
{
"label": "BaseOptions",
"name": "baseOptions",
"type": "json",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-baseOptions-json"
},
{
"label": "Allow Image Uploads",
"name": "allowImageUploads",
"type": "boolean",
"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",
"default": false,
"optional": true,
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
},
{
"label": "Image Resolution",
"description": "This parameter controls the resolution in which the model views the image.",
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"type": "options",
"options": [
{
"label": "Low",
"name": "low"
},
{
"label": "High",
"name": "high"
},
{
"label": "Auto",
"name": "auto"
}
],
"default": "low",
"optional": false,
"additionalParams": true,
"id": "chatOpenAI_0-input-imageResolution-options"
}
],
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{
"label": "Cache",
"name": "cache",
"type": "BaseCache",
"optional": true,
"id": "chatOpenAI_0-input-cache-BaseCache"
}
],
"inputs": {
"cache": "",
"modelName": "gpt-3.5-turbo",
"temperature": 0.9,
"maxTokens": "",
"topP": "",
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": "",
"baseOptions": "",
"allowImageUploads": "",
"imageResolution": "low"
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"label": "ChatOpenAI",
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | Runnable"
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"height": 670,
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{
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"y": 245.15558433515412
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"type": "stickyNote",
"data": {
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"label": "Sticky Note",
"version": 2,
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"type": "StickyNote",
"baseClasses": ["StickyNote"],
"tags": ["Utilities"],
"category": "Utilities",
"description": "Add a sticky note",
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{
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"rows": 1,
"placeholder": "Type something here",
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],
"inputAnchors": [],
"inputs": {
"note": "Using few shot examples, we let LLM learns from the examples.\n\nThis template showcase how we can let LLM gives output as an antonym for given input"
},
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{
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"name": "stickyNote",
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"type": "StickyNote"
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],
"outputs": {},
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"width": 300,
"height": 143,
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packages/server/marketplaces/chatflows/Context Chat Engine.json
-1
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@@ -1,7 +1,6 @@
{
"description": "Answer question based on retrieved documents (context) while remembering previous conversations",
"framework": ["LlamaIndex"],
"badge": "POPULAR",
"usecases": ["Documents QnA"],
"nodes": [
{
packages/server/marketplaces/chatflows/Conversation Chain.json
+1 -2
View File
@@ -1,8 +1,7 @@
{
"description": "Basic example of Conversation Chain with built-in memory - works exactly like ChatGPT",
"usecases": ["Chatbot"],
"usecases": ["Basic"],
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{
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packages/server/marketplaces/chatflows/Conversational Retrieval QA Chain.json
-1
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@@ -1,6 +1,5 @@
{
"description": "Documents QnA using Retrieval Augmented Generation (RAG) with Mistral and FAISS for similarity search",
"badge": "POPULAR",
"usecases": ["Documents QnA"],
"framework": ["Langchain"],
"nodes": [
packages/server/marketplaces/chatflows/Flowise Docs QnA.json → packages/server/marketplaces/chatflows/Github Docs QnA.json
+1 -2
View File
@@ -1,6 +1,5 @@
{
"description": "Flowise Docs Github QnA using Retrieval Augmented Generation (RAG)",
"badge": "POPULAR",
"description": "Github Docs QnA using Retrieval Augmented Generation (RAG)",
"usecases": ["Documents QnA"],
"framework": ["Langchain"],
"nodes": [
packages/server/marketplaces/chatflows/IfElse.json
-1246
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File diff suppressed because it is too large Load Diff
packages/server/marketplaces/chatflows/Local QnA.json
-1
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@@ -1,6 +1,5 @@
{
"description": "QnA chain using Ollama local LLM, LocalAI embedding model, and Faiss local vector store",
"badge": "POPULAR",
"usecases": ["Documents QnA"],
"framework": ["Langchain"],
"nodes": [
packages/server/marketplaces/chatflows/Multi Prompt Chain.json
-499
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@@ -1,499 +0,0 @@
{
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"usecases": ["Basic"],
"framework": ["Langchain"],
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"model": "{{chatOpenAI_0.data.instance}}",
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"{{promptRetriever_2.data.instance}}",
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packages/server/marketplaces/chatflows/Multi Retrieval QA Chain.json
-1222
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packages/server/marketplaces/chatflows/Multiple Documents QnA.json
-1
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@@ -1,6 +1,5 @@
{
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"badge": "POPULAR",
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packages/server/marketplaces/chatflows/Multiple VectorDB.json
-1916
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packages/server/marketplaces/chatflows/API Agent.json → packages/server/marketplaces/chatflows/OpenAPI YAML Agent.json
+1 -1
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@@ -1,5 +1,5 @@
{
"description": "Given API docs, agent automatically decide which API to call, generating url and body request from conversation",
"description": "Given an OpenAPI YAML file, agent automatically decide which API to call, generating url and body request from conversation",
"framework": ["Langchain"],
"usecases": ["Interacting with API"],
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packages/server/marketplaces/chatflows/Prompt Chaining with VectorStore.json
-1277
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packages/server/marketplaces/chatflows/SQL Prompt.json
-1983
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packages/server/marketplaces/chatflows/Simple Chat Engine.json
+1 -1
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@@ -1,6 +1,6 @@
{
"description": "Simple chat engine to handle back and forth conversations using LlamaIndex",
"usecases": ["Chatbot"],
"usecases": ["Basic"],
"framework": ["LlamaIndex"],
"nodes": [
{
packages/server/marketplaces/chatflows/Structured Output Parser.json
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View File
@@ -1,490 +0,0 @@
{
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}
]
}
packages/server/marketplaces/chatflows/Tool Agent.json
+631
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@@ -0,0 +1,631 @@
{
"description": "An agent designed to use tools and LLM with function calling capability to provide responses",
"usecases": ["Agent"],
"framework": ["Langchain"],
"nodes": [
{
"width": 300,
"height": 149,
"id": "calculator_1",
"position": {
"x": 800.5125025564965,
"y": 72.40592063242738
},
"type": "customNode",
"data": {
"id": "calculator_1",
"label": "Calculator",
"version": 1,
"name": "calculator",
"type": "Calculator",
"baseClasses": ["Calculator", "Tool", "StructuredTool", "BaseLangChain"],
"category": "Tools",
"description": "Perform calculations on response",
"inputParams": [],
"inputAnchors": [],
"inputs": {},
"outputAnchors": [
{
"id": "calculator_1-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain",
"name": "calculator",
"label": "Calculator",
"type": "Calculator | Tool | StructuredTool | BaseLangChain"
}
],
"outputs": {},
"selected": false
},
"positionAbsolute": {
"x": 800.5125025564965,
"y": 72.40592063242738
},
"selected": false,
"dragging": false
},
{
"width": 300,
"height": 259,
"id": "bufferMemory_1",
"position": {
"x": 607.6260576768354,
"y": 584.7920541862369
},
"type": "customNode",
"data": {
"id": "bufferMemory_1",
"label": "Buffer Memory",
"version": 2,
"name": "bufferMemory",
"type": "BufferMemory",
"baseClasses": ["BufferMemory", "BaseChatMemory", "BaseMemory"],
"category": "Memory",
"description": "Retrieve chat messages stored in database",
"inputParams": [
{
"label": "Session Id",
"name": "sessionId",
"type": "string",
"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>",
"default": "",
"additionalParams": true,
"optional": true,
"id": "bufferMemory_1-input-sessionId-string"
},
{
"label": "Memory Key",
"name": "memoryKey",
"type": "string",
"default": "chat_history",
"additionalParams": true,
"id": "bufferMemory_1-input-memoryKey-string"
}
],
"inputAnchors": [],
"inputs": {
"sessionId": "",
"memoryKey": "chat_history"
},
"outputAnchors": [
{
"id": "bufferMemory_1-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
"name": "bufferMemory",
"label": "BufferMemory",
"type": "BufferMemory | BaseChatMemory | BaseMemory"
}
],
"outputs": {},
"selected": false
},
"positionAbsolute": {
"x": 607.6260576768354,
"y": 584.7920541862369
},
"selected": false,
"dragging": false
},
{
"width": 300,
"height": 282,
"id": "serpAPI_0",
"position": {
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"y": 48.06000078669291
},
"type": "customNode",
"data": {
"id": "serpAPI_0",
"label": "Serp API",
"version": 1,
"name": "serpAPI",
"type": "SerpAPI",
"baseClasses": ["SerpAPI", "Tool", "StructuredTool"],
"category": "Tools",
"description": "Wrapper around SerpAPI - a real-time API to access Google search results",
"inputParams": [
{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["serpApi"],
"id": "serpAPI_0-input-credential-credential"
}
],
"inputAnchors": [],
"inputs": {},
"outputAnchors": [
{
"id": "serpAPI_0-output-serpAPI-SerpAPI|Tool|StructuredTool",
"name": "serpAPI",
"label": "SerpAPI",
"type": "SerpAPI | Tool | StructuredTool"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 439.29908455642476,
"y": 48.06000078669291
},
"dragging": false
},
{
"width": 300,
"height": 772,
"id": "chatOpenAI_0",
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},
"type": "customNode",
"data": {
"id": "chatOpenAI_0",
"label": "ChatOpenAI",
"version": 8.2,
"name": "chatOpenAI",
"type": "ChatOpenAI",
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
"category": "Chat Models",
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
"inputParams": [
{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["openAIApi"],
"id": "chatOpenAI_0-input-credential-credential",
"display": true
},
{
"label": "Model Name",
"name": "modelName",
"type": "asyncOptions",
"loadMethod": "listModels",
"default": "gpt-4o-mini",
"id": "chatOpenAI_0-input-modelName-asyncOptions",
"display": true
},
{
"label": "Temperature",
"name": "temperature",
"type": "number",
"step": 0.1,
"default": 0.9,
"optional": true,
"id": "chatOpenAI_0-input-temperature-number",
"display": true
},
{
"label": "Streaming",
"name": "streaming",
"type": "boolean",
"default": true,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-streaming-boolean",
"display": true
},
{
"label": "Max Tokens",
"name": "maxTokens",
"type": "number",
"step": 1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-maxTokens-number",
"display": true
},
{
"label": "Top Probability",
"name": "topP",
"type": "number",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-topP-number",
"display": true
},
{
"label": "Frequency Penalty",
"name": "frequencyPenalty",
"type": "number",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-frequencyPenalty-number",
"display": true
},
{
"label": "Presence Penalty",
"name": "presencePenalty",
"type": "number",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-presencePenalty-number",
"display": true
},
{
"label": "Timeout",
"name": "timeout",
"type": "number",
"step": 1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-timeout-number",
"display": true
},
{
"label": "Strict Tool Calling",
"name": "strictToolCalling",
"type": "boolean",
"description": "Whether the model supports the `strict` argument when passing in tools. If not specified, the `strict` argument will not be passed to OpenAI.",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-strictToolCalling-boolean",
"display": true
},
{
"label": "Stop Sequence",
"name": "stopSequence",
"type": "string",
"rows": 4,
"optional": true,
"description": "List of stop words to use when generating. Use comma to separate multiple stop words.",
"additionalParams": true,
"id": "chatOpenAI_0-input-stopSequence-string",
"display": true
},
{
"label": "BasePath",
"name": "basepath",
"type": "string",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-basepath-string",
"display": true
},
{
"label": "Proxy Url",
"name": "proxyUrl",
"type": "string",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-proxyUrl-string",
"display": true
},
{
"label": "BaseOptions",
"name": "baseOptions",
"type": "json",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-baseOptions-json",
"display": true
},
{
"label": "Allow Image Uploads",
"name": "allowImageUploads",
"type": "boolean",
"description": "Allow image input. Refer to the <a href=\"https://docs.flowiseai.com/using-flowise/uploads#image\" target=\"_blank\">docs</a> for more details.",
"default": false,
"optional": true,
"id": "chatOpenAI_0-input-allowImageUploads-boolean",
"display": true
},
{
"label": "Image Resolution",
"description": "This parameter controls the resolution in which the model views the image.",
"name": "imageResolution",
"type": "options",
"options": [
{
"label": "Low",
"name": "low"
},
{
"label": "High",
"name": "high"
},
{
"label": "Auto",
"name": "auto"
}
],
"default": "low",
"optional": false,
"show": {
"allowImageUploads": true
},
"id": "chatOpenAI_0-input-imageResolution-options",
"display": true
},
{
"label": "Reasoning Effort",
"description": "Constrains effort on reasoning for reasoning models. Only applicable for o1 and o3 models.",
"name": "reasoningEffort",
"type": "options",
"options": [
{
"label": "Low",
"name": "low"
},
{
"label": "Medium",
"name": "medium"
},
{
"label": "High",
"name": "high"
}
],
"default": "medium",
"optional": false,
"additionalParams": true,
"id": "chatOpenAI_0-input-reasoningEffort-options",
"display": true
}
],
"inputAnchors": [
{
"label": "Cache",
"name": "cache",
"type": "BaseCache",
"optional": true,
"id": "chatOpenAI_0-input-cache-BaseCache",
"display": true
}
],
"inputs": {
"cache": "",
"modelName": "gpt-4o-mini",
"temperature": 0.9,
"streaming": true,
"maxTokens": "",
"topP": "",
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"strictToolCalling": "",
"stopSequence": "",
"basepath": "",
"proxyUrl": "",
"baseOptions": "",
"allowImageUploads": true,
"imageResolution": "low",
"reasoningEffort": "medium"
},
"outputAnchors": [
{
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
"name": "chatOpenAI",
"label": "ChatOpenAI",
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | Runnable"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 97.01321406237057,
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},
"dragging": false
},
{
"id": "stickyNote_0",
"position": {
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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": "LLM has to be function calling compatible"
},
"outputAnchors": [
{
"id": "stickyNote_0-output-stickyNote-StickyNote",
"name": "stickyNote",
"label": "StickyNote",
"description": "Add a sticky note",
"type": "StickyNote"
}
],
"outputs": {},
"selected": false
},
"width": 300,
"height": 62,
"selected": false,
"positionAbsolute": {
"x": 1197.3578961103253,
"y": 117.43214592301385
},
"dragging": false
},
{
"id": "toolAgent_0",
"position": {
"x": 1200.6756893536506,
"y": 208.18578883272318
},
"type": "customNode",
"data": {
"id": "toolAgent_0",
"label": "Tool Agent",
"version": 2,
"name": "toolAgent",
"type": "AgentExecutor",
"baseClasses": ["AgentExecutor", "BaseChain", "Runnable"],
"category": "Agents",
"description": "Agent that uses Function Calling to pick the tools and args to call",
"inputParams": [
{
"label": "System Message",
"name": "systemMessage",
"type": "string",
"default": "You are a helpful AI assistant.",
"description": "If Chat Prompt Template is provided, this will be ignored",
"rows": 4,
"optional": true,
"additionalParams": true,
"id": "toolAgent_0-input-systemMessage-string",
"display": true
},
{
"label": "Max Iterations",
"name": "maxIterations",
"type": "number",
"optional": true,
"additionalParams": true,
"id": "toolAgent_0-input-maxIterations-number",
"display": true
},
{
"label": "Enable Detailed Streaming",
"name": "enableDetailedStreaming",
"type": "boolean",
"default": false,
"description": "Stream detailed intermediate steps during agent execution",
"optional": true,
"additionalParams": true,
"id": "toolAgent_0-input-enableDetailedStreaming-boolean",
"display": true
}
],
"inputAnchors": [
{
"label": "Tools",
"name": "tools",
"type": "Tool",
"list": true,
"id": "toolAgent_0-input-tools-Tool",
"display": true
},
{
"label": "Memory",
"name": "memory",
"type": "BaseChatMemory",
"id": "toolAgent_0-input-memory-BaseChatMemory",
"display": true
},
{
"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",
"display": true
},
{
"label": "Chat Prompt Template",
"name": "chatPromptTemplate",
"type": "ChatPromptTemplate",
"description": "Override existing prompt with Chat Prompt Template. Human Message must includes {input} variable",
"optional": true,
"id": "toolAgent_0-input-chatPromptTemplate-ChatPromptTemplate",
"display": true
},
{
"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",
"display": true
}
],
"inputs": {
"tools": ["{{calculator_1.data.instance}}", "{{serpAPI_0.data.instance}}"],
"memory": "{{bufferMemory_1.data.instance}}",
"model": "{{chatOpenAI_0.data.instance}}",
"chatPromptTemplate": "",
"systemMessage": "You are a helpful AI assistant.",
"inputModeration": "",
"maxIterations": "",
"enableDetailedStreaming": ""
},
"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": 492,
"selected": false,
"positionAbsolute": {
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}
],
"edges": [
{
"source": "calculator_1",
"sourceHandle": "calculator_1-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain",
"target": "toolAgent_0",
"targetHandle": "toolAgent_0-input-tools-Tool",
"type": "buttonedge",
"id": "calculator_1-calculator_1-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain-toolAgent_0-toolAgent_0-input-tools-Tool"
},
{
"source": "serpAPI_0",
"sourceHandle": "serpAPI_0-output-serpAPI-SerpAPI|Tool|StructuredTool",
"target": "toolAgent_0",
"targetHandle": "toolAgent_0-input-tools-Tool",
"type": "buttonedge",
"id": "serpAPI_0-serpAPI_0-output-serpAPI-SerpAPI|Tool|StructuredTool-toolAgent_0-toolAgent_0-input-tools-Tool"
},
{
"source": "chatOpenAI_0",
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
"target": "toolAgent_0",
"targetHandle": "toolAgent_0-input-model-BaseChatModel",
"type": "buttonedge",
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-toolAgent_0-toolAgent_0-input-model-BaseChatModel"
},
{
"source": "bufferMemory_1",
"sourceHandle": "bufferMemory_1-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
"target": "toolAgent_0",
"targetHandle": "toolAgent_0-input-memory-BaseChatMemory",
"type": "buttonedge",
"id": "bufferMemory_1-bufferMemory_1-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory-toolAgent_0-toolAgent_0-input-memory-BaseChatMemory"
}
]
}
packages/server/marketplaces/chatflows/Transcript Summarization.json
-512
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packages/server/marketplaces/chatflows/Translator.json
-424
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@@ -1,424 +0,0 @@
{
"description": "Language translation using LLM Chain with a Chat Prompt Template and Chat Model",
"usecases": ["Basic"],
"framework": ["Langchain"],
"nodes": [
{
"width": 300,
"height": 690,
"id": "chatPromptTemplate_0",
"position": {
"x": 88.10922294721732,
"y": 373.4354021348812
},
"type": "customNode",
"data": {
"id": "chatPromptTemplate_0",
"label": "Chat Prompt Template",
"version": 1,
"name": "chatPromptTemplate",
"type": "ChatPromptTemplate",
"baseClasses": ["ChatPromptTemplate", "BaseChatPromptTemplate", "BasePromptTemplate"],
"category": "Prompts",
"description": "Schema to represent a chat prompt",
"inputParams": [
{
"label": "System Message",
"name": "systemMessagePrompt",
"type": "string",
"rows": 4,
"placeholder": "You are a helpful assistant that translates {input_language} to {output_language}.",
"id": "chatPromptTemplate_0-input-systemMessagePrompt-string"
},
{
"label": "Human Message",
"name": "humanMessagePrompt",
"type": "string",
"rows": 4,
"placeholder": "{text}",
"id": "chatPromptTemplate_0-input-humanMessagePrompt-string"
},
{
"label": "Format Prompt Values",
"name": "promptValues",
"type": "json",
"optional": true,
"acceptVariable": true,
"list": true,
"id": "chatPromptTemplate_0-input-promptValues-json"
}
],
"inputAnchors": [],
"inputs": {
"systemMessagePrompt": "You are a helpful assistant that translates {input_language} to {output_language}.",
"humanMessagePrompt": "{text}",
"promptValues": "{\"input_language\":\"English\",\"output_language\":\"French\",\"text\":\"\"}"
},
"outputAnchors": [
{
"id": "chatPromptTemplate_0-output-chatPromptTemplate-ChatPromptTemplate|BaseChatPromptTemplate|BasePromptTemplate",
"name": "chatPromptTemplate",
"label": "ChatPromptTemplate",
"type": "ChatPromptTemplate | BaseChatPromptTemplate | BasePromptTemplate"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 88.10922294721732,
"y": 373.4354021348812
},
"dragging": false
},
{
"width": 300,
"height": 670,
"id": "chatOpenAI_0",
"position": {
"x": 423.0077090865524,
"y": 380.66673510213775
},
"type": "customNode",
"data": {
"id": "chatOpenAI_0",
"label": "ChatOpenAI",
"version": 6,
"name": "chatOpenAI",
"type": "ChatOpenAI",
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
"category": "Chat Models",
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
"inputParams": [
{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["openAIApi"],
"id": "chatOpenAI_0-input-credential-credential"
},
{
"label": "Model Name",
"name": "modelName",
"type": "asyncOptions",
"loadMethod": "listModels",
"default": "gpt-3.5-turbo",
"id": "chatOpenAI_0-input-modelName-options"
},
{
"label": "Temperature",
"name": "temperature",
"type": "number",
"default": 0.9,
"optional": true,
"id": "chatOpenAI_0-input-temperature-number"
},
{
"label": "Max Tokens",
"name": "maxTokens",
"type": "number",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-maxTokens-number"
},
{
"label": "Top Probability",
"name": "topP",
"type": "number",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-topP-number"
},
{
"label": "Frequency Penalty",
"name": "frequencyPenalty",
"type": "number",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-frequencyPenalty-number"
},
{
"label": "Presence Penalty",
"name": "presencePenalty",
"type": "number",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-presencePenalty-number"
},
{
"label": "Timeout",
"name": "timeout",
"type": "number",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-timeout-number"
},
{
"label": "BasePath",
"name": "basepath",
"type": "string",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-basepath-string"
},
{
"label": "BaseOptions",
"name": "baseOptions",
"type": "json",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-baseOptions-json"
},
{
"label": "Allow Image Uploads",
"name": "allowImageUploads",
"type": "boolean",
"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",
"default": false,
"optional": true,
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
},
{
"label": "Image Resolution",
"description": "This parameter controls the resolution in which the model views the image.",
"name": "imageResolution",
"type": "options",
"options": [
{
"label": "Low",
"name": "low"
},
{
"label": "High",
"name": "high"
},
{
"label": "Auto",
"name": "auto"
}
],
"default": "low",
"optional": false,
"additionalParams": true,
"id": "chatOpenAI_0-input-imageResolution-options"
}
],
"inputAnchors": [
{
"label": "Cache",
"name": "cache",
"type": "BaseCache",
"optional": true,
"id": "chatOpenAI_0-input-cache-BaseCache"
}
],
"inputs": {
"modelName": "gpt-3.5-turbo",
"temperature": "0",
"maxTokens": "",
"topP": "",
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": "",
"baseOptions": "",
"allowImageUploads": true,
"imageResolution": "low"
},
"outputAnchors": [
{
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"name": "chatOpenAI",
"label": "ChatOpenAI",
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 423.0077090865524,
"y": 380.66673510213775
},
"dragging": false
},
{
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packages/server/marketplaces/chatflows/Vectara RAG Chain.json
-398
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@@ -1,398 +0,0 @@
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packages/server/marketplaces/chatflows/WebPage QnA.json
-788
View File
@@ -1,788 +0,0 @@
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"optional": true,
"list": true,
"id": "conversationalRetrievalQAChain_0-input-inputModeration-Moderation"
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],
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"vectorStoreRetriever": "{{pinecone_0.data.instance}}",
"memory": "",
"returnSourceDocuments": true,
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"responsePrompt": "You are a helpful assistant. Using the provided context, answer the user's question to the best of your ability using the resources provided.\nIf there is nothing in the context relevant to the question at hand, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.\n------------\n{context}\n------------\nREMEMBER: If there is no relevant information within the context, just say \"Hmm, I'm not sure.\" Don't try to make up an answer."
},
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{
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{
"width": 300,
"height": 426,
"id": "cheerioWebScraper_0",
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},
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"name": "cheerioWebScraper",
"type": "Document",
"baseClasses": ["Document"],
"category": "Document Loaders",
"description": "Load data from webpages",
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"label": "URL",
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"type": "string",
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},
{
"label": "Get Relative Links Method",
"name": "relativeLinksMethod",
"type": "options",
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"options": [
{
"label": "Web Crawl",
"name": "webCrawl",
"description": "Crawl relative links from HTML URL"
},
{
"label": "Scrape XML Sitemap",
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],
"optional": true,
"additionalParams": true,
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{
"label": "Get Relative Links Limit",
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"optional": true,
"additionalParams": true,
"description": "Only used when \"Get Relative Links Method\" is selected. Set 0 to retrieve all relative links, default limit is 10.",
"warning": "Retrieving all links might take long time, and all links will be upserted again if the flow's state changed (eg: different URL, chunk size, etc)",
"id": "cheerioWebScraper_0-input-limit-number"
},
{
"label": "Selector (CSS)",
"name": "selector",
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"description": "Specify a CSS selector to select the content to be extracted",
"optional": true,
"additionalParams": true,
"id": "cheerioWebScraper_0-input-selector-string"
},
{
"label": "Metadata",
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"type": "json",
"optional": true,
"additionalParams": true,
"id": "cheerioWebScraper_0-input-metadata-json"
}
],
"inputAnchors": [
{
"label": "Text Splitter",
"name": "textSplitter",
"type": "TextSplitter",
"optional": true,
"id": "cheerioWebScraper_0-input-textSplitter-TextSplitter"
}
],
"inputs": {
"url": "https://flowiseai.com/",
"textSplitter": "{{htmlToMarkdownTextSplitter_0.data.instance}}",
"relativeLinksMethod": "",
"limit": "",
"metadata": ""
},
"outputAnchors": [
{
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],
"outputs": {},
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},
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},
{
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"height": 670,
"id": "chatOpenAI_0",
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"version": 6,
"name": "chatOpenAI",
"type": "ChatOpenAI",
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
"category": "Chat Models",
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
"inputParams": [
{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["openAIApi"],
"id": "chatOpenAI_0-input-credential-credential"
},
{
"label": "Model Name",
"name": "modelName",
"type": "asyncOptions",
"loadMethod": "listModels",
"default": "gpt-3.5-turbo",
"id": "chatOpenAI_0-input-modelName-options"
},
{
"label": "Temperature",
"name": "temperature",
"type": "number",
"step": 0.1,
"default": 0.9,
"optional": true,
"id": "chatOpenAI_0-input-temperature-number"
},
{
"label": "Max Tokens",
"name": "maxTokens",
"type": "number",
"step": 1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-maxTokens-number"
},
{
"label": "Top Probability",
"name": "topP",
"type": "number",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-topP-number"
},
{
"label": "Frequency Penalty",
"name": "frequencyPenalty",
"type": "number",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-frequencyPenalty-number"
},
{
"label": "Presence Penalty",
"name": "presencePenalty",
"type": "number",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-presencePenalty-number"
},
{
"label": "Timeout",
"name": "timeout",
"type": "number",
"step": 1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-timeout-number"
},
{
"label": "BasePath",
"name": "basepath",
"type": "string",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-basepath-string"
},
{
"label": "BaseOptions",
"name": "baseOptions",
"type": "json",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-baseOptions-json"
},
{
"label": "Allow Image Uploads",
"name": "allowImageUploads",
"type": "boolean",
"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",
"default": false,
"optional": true,
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
},
{
"label": "Image Resolution",
"description": "This parameter controls the resolution in which the model views the image.",
"name": "imageResolution",
"type": "options",
"options": [
{
"label": "Low",
"name": "low"
},
{
"label": "High",
"name": "high"
},
{
"label": "Auto",
"name": "auto"
}
],
"default": "low",
"optional": false,
"additionalParams": true,
"id": "chatOpenAI_0-input-imageResolution-options"
}
],
"inputAnchors": [
{
"label": "Cache",
"name": "cache",
"type": "BaseCache",
"optional": true,
"id": "chatOpenAI_0-input-cache-BaseCache"
}
],
"inputs": {
"cache": "",
"modelName": "gpt-3.5-turbo",
"temperature": 0.9,
"maxTokens": "",
"topP": "",
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": "",
"baseOptions": "",
"allowImageUploads": true,
"imageResolution": "low"
},
"outputAnchors": [
{
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
"name": "chatOpenAI",
"label": "ChatOpenAI",
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | Runnable"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
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"y": -270.38662863532466
},
"dragging": false
},
{
"width": 300,
"height": 555,
"id": "pinecone_0",
"position": {
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"y": 56.45789225898284
},
"type": "customNode",
"data": {
"id": "pinecone_0",
"label": "Pinecone",
"version": 3,
"name": "pinecone",
"type": "Pinecone",
"baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
"category": "Vector Stores",
"description": "Upsert embedded data and perform similarity or mmr search using Pinecone, a leading fully managed hosted vector database",
"inputParams": [
{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["pineconeApi"],
"id": "pinecone_0-input-credential-credential"
},
{
"label": "Pinecone Index",
"name": "pineconeIndex",
"type": "string",
"id": "pinecone_0-input-pineconeIndex-string"
},
{
"label": "Pinecone Namespace",
"name": "pineconeNamespace",
"type": "string",
"placeholder": "my-first-namespace",
"additionalParams": true,
"optional": true,
"id": "pinecone_0-input-pineconeNamespace-string"
},
{
"label": "Pinecone Metadata Filter",
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"type": "json",
"optional": true,
"additionalParams": true,
"id": "pinecone_0-input-pineconeMetadataFilter-json"
},
{
"label": "Top K",
"name": "topK",
"description": "Number of top results to fetch. Default to 4",
"placeholder": "4",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "pinecone_0-input-topK-number"
},
{
"label": "Search Type",
"name": "searchType",
"type": "options",
"default": "similarity",
"options": [
{
"label": "Similarity",
"name": "similarity"
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{
"label": "Max Marginal Relevance",
"name": "mmr"
}
],
"additionalParams": true,
"optional": true,
"id": "pinecone_0-input-searchType-options"
},
{
"label": "Fetch K (for MMR Search)",
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"placeholder": "20",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "pinecone_0-input-fetchK-number"
},
{
"label": "Lambda (for MMR Search)",
"name": "lambda",
"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",
"placeholder": "0.5",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "pinecone_0-input-lambda-number"
}
],
"inputAnchors": [
{
"label": "Document",
"name": "document",
"type": "Document",
"list": true,
"optional": true,
"id": "pinecone_0-input-document-Document"
},
{
"label": "Embeddings",
"name": "embeddings",
"type": "Embeddings",
"id": "pinecone_0-input-embeddings-Embeddings"
}
],
"inputs": {
"document": ["{{cheerioWebScraper_0.data.instance}}"],
"embeddings": "{{openAIEmbeddings_0.data.instance}}",
"pineconeIndex": "",
"pineconeNamespace": "",
"pineconeMetadataFilter": "",
"topK": "",
"searchType": "similarity",
"fetchK": "",
"lambda": ""
},
"outputAnchors": [
{
"name": "output",
"label": "Output",
"type": "options",
"options": [
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"label": "Pinecone Retriever",
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},
{
"id": "pinecone_0-output-vectorStore-Pinecone|VectorStore",
"name": "vectorStore",
"label": "Pinecone Vector Store",
"type": "Pinecone | VectorStore"
}
],
"default": "retriever"
}
],
"outputs": {
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},
"selected": false
},
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"edges": [
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{
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}
},
{
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},
{
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