mirror of
https://github.com/farcasclaudiu/Flowise.git
synced 2026-06-28 15:00:57 +03:00
Henry
1002 lines
42 KiB
JSON
1002 lines
42 KiB
JSON
{
|
|
"description": "Use chat history to rephrase user question, and answer the rephrased question using retrieved docs from vector store",
|
|
"nodes": [
|
|
{
|
|
"width": 300,
|
|
"height": 329,
|
|
"id": "openAIEmbeddings_0",
|
|
"position": {
|
|
"x": 1198.6643452533754,
|
|
"y": -584.4233173804803
|
|
},
|
|
"type": "customNode",
|
|
"data": {
|
|
"id": "openAIEmbeddings_0",
|
|
"label": "OpenAI Embeddings",
|
|
"version": 1,
|
|
"name": "openAIEmbeddings",
|
|
"type": "OpenAIEmbeddings",
|
|
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
|
|
"category": "Embeddings",
|
|
"description": "OpenAI API to generate embeddings for a given text",
|
|
"inputParams": [
|
|
{
|
|
"label": "Connect Credential",
|
|
"name": "credential",
|
|
"type": "credential",
|
|
"credentialNames": ["openAIApi"],
|
|
"id": "openAIEmbeddings_0-input-credential-credential"
|
|
},
|
|
{
|
|
"label": "Strip New Lines",
|
|
"name": "stripNewLines",
|
|
"type": "boolean",
|
|
"optional": true,
|
|
"additionalParams": true,
|
|
"id": "openAIEmbeddings_0-input-stripNewLines-boolean"
|
|
},
|
|
{
|
|
"label": "Batch Size",
|
|
"name": "batchSize",
|
|
"type": "number",
|
|
"optional": true,
|
|
"additionalParams": true,
|
|
"id": "openAIEmbeddings_0-input-batchSize-number"
|
|
},
|
|
{
|
|
"label": "Timeout",
|
|
"name": "timeout",
|
|
"type": "number",
|
|
"optional": true,
|
|
"additionalParams": true,
|
|
"id": "openAIEmbeddings_0-input-timeout-number"
|
|
},
|
|
{
|
|
"label": "BasePath",
|
|
"name": "basepath",
|
|
"type": "string",
|
|
"optional": true,
|
|
"additionalParams": true,
|
|
"id": "openAIEmbeddings_0-input-basepath-string"
|
|
}
|
|
],
|
|
"inputAnchors": [],
|
|
"inputs": {
|
|
"stripNewLines": "",
|
|
"batchSize": "",
|
|
"timeout": "",
|
|
"basepath": ""
|
|
},
|
|
"outputAnchors": [
|
|
{
|
|
"id": "openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings",
|
|
"name": "openAIEmbeddings",
|
|
"label": "OpenAIEmbeddings",
|
|
"type": "OpenAIEmbeddings | Embeddings"
|
|
}
|
|
],
|
|
"outputs": {},
|
|
"selected": false
|
|
},
|
|
"selected": false,
|
|
"positionAbsolute": {
|
|
"x": 1198.6643452533754,
|
|
"y": -584.4233173804803
|
|
},
|
|
"dragging": false
|
|
},
|
|
{
|
|
"width": 300,
|
|
"height": 475,
|
|
"id": "promptTemplate_0",
|
|
"position": {
|
|
"x": 354.2706973608643,
|
|
"y": -122.34815000085804
|
|
},
|
|
"type": "customNode",
|
|
"data": {
|
|
"id": "promptTemplate_0",
|
|
"label": "Prompt Template",
|
|
"version": 1,
|
|
"name": "promptTemplate",
|
|
"type": "PromptTemplate",
|
|
"baseClasses": ["PromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate", "Runnable"],
|
|
"category": "Prompts",
|
|
"description": "Schema to represent a basic prompt for an LLM",
|
|
"inputParams": [
|
|
{
|
|
"label": "Template",
|
|
"name": "template",
|
|
"type": "string",
|
|
"rows": 4,
|
|
"placeholder": "What is a good name for a company that makes {product}?",
|
|
"id": "promptTemplate_0-input-template-string"
|
|
},
|
|
{
|
|
"label": "Format Prompt Values",
|
|
"name": "promptValues",
|
|
"type": "json",
|
|
"optional": true,
|
|
"acceptVariable": true,
|
|
"list": true,
|
|
"id": "promptTemplate_0-input-promptValues-json"
|
|
}
|
|
],
|
|
"inputAnchors": [],
|
|
"inputs": {
|
|
"template": "Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question.\n\nChat History:\n{chat_history}\nFollow Up Input: {question}\nStandalone question:",
|
|
"promptValues": "{\"question\":\"{{question}}\",\"chat_history\":\"{{chat_history}}\"}"
|
|
},
|
|
"outputAnchors": [
|
|
{
|
|
"id": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate|Runnable",
|
|
"name": "promptTemplate",
|
|
"label": "PromptTemplate",
|
|
"type": "PromptTemplate | BaseStringPromptTemplate | BasePromptTemplate | Runnable"
|
|
}
|
|
],
|
|
"outputs": {},
|
|
"selected": false
|
|
},
|
|
"selected": false,
|
|
"positionAbsolute": {
|
|
"x": 354.2706973608643,
|
|
"y": -122.34815000085804
|
|
},
|
|
"dragging": false
|
|
},
|
|
{
|
|
"width": 300,
|
|
"height": 574,
|
|
"id": "chatOpenAI_0",
|
|
"position": {
|
|
"x": 353.5672832154869,
|
|
"y": -730.6436764835541
|
|
},
|
|
"type": "customNode",
|
|
"data": {
|
|
"id": "chatOpenAI_0",
|
|
"label": "ChatOpenAI",
|
|
"version": 2,
|
|
"name": "chatOpenAI",
|
|
"type": "ChatOpenAI",
|
|
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
|
"category": "Chat Models",
|
|
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
|
|
"inputParams": [
|
|
{
|
|
"label": "Connect Credential",
|
|
"name": "credential",
|
|
"type": "credential",
|
|
"credentialNames": ["openAIApi"],
|
|
"id": "chatOpenAI_0-input-credential-credential"
|
|
},
|
|
{
|
|
"label": "Model Name",
|
|
"name": "modelName",
|
|
"type": "options",
|
|
"options": [
|
|
{
|
|
"label": "gpt-4",
|
|
"name": "gpt-4"
|
|
},
|
|
{
|
|
"label": "gpt-4-0613",
|
|
"name": "gpt-4-0613"
|
|
},
|
|
{
|
|
"label": "gpt-4-32k",
|
|
"name": "gpt-4-32k"
|
|
},
|
|
{
|
|
"label": "gpt-4-32k-0613",
|
|
"name": "gpt-4-32k-0613"
|
|
},
|
|
{
|
|
"label": "gpt-3.5-turbo",
|
|
"name": "gpt-3.5-turbo"
|
|
},
|
|
{
|
|
"label": "gpt-3.5-turbo-0613",
|
|
"name": "gpt-3.5-turbo-0613"
|
|
},
|
|
{
|
|
"label": "gpt-3.5-turbo-16k",
|
|
"name": "gpt-3.5-turbo-16k"
|
|
},
|
|
{
|
|
"label": "gpt-3.5-turbo-16k-0613",
|
|
"name": "gpt-3.5-turbo-16k-0613"
|
|
}
|
|
],
|
|
"default": "gpt-3.5-turbo",
|
|
"optional": true,
|
|
"id": "chatOpenAI_0-input-modelName-options"
|
|
},
|
|
{
|
|
"label": "Temperature",
|
|
"name": "temperature",
|
|
"type": "number",
|
|
"step": 0.1,
|
|
"default": 0.9,
|
|
"optional": true,
|
|
"id": "chatOpenAI_0-input-temperature-number"
|
|
},
|
|
{
|
|
"label": "Max Tokens",
|
|
"name": "maxTokens",
|
|
"type": "number",
|
|
"step": 1,
|
|
"optional": true,
|
|
"additionalParams": true,
|
|
"id": "chatOpenAI_0-input-maxTokens-number"
|
|
},
|
|
{
|
|
"label": "Top Probability",
|
|
"name": "topP",
|
|
"type": "number",
|
|
"step": 0.1,
|
|
"optional": true,
|
|
"additionalParams": true,
|
|
"id": "chatOpenAI_0-input-topP-number"
|
|
},
|
|
{
|
|
"label": "Frequency Penalty",
|
|
"name": "frequencyPenalty",
|
|
"type": "number",
|
|
"step": 0.1,
|
|
"optional": true,
|
|
"additionalParams": true,
|
|
"id": "chatOpenAI_0-input-frequencyPenalty-number"
|
|
},
|
|
{
|
|
"label": "Presence Penalty",
|
|
"name": "presencePenalty",
|
|
"type": "number",
|
|
"step": 0.1,
|
|
"optional": true,
|
|
"additionalParams": true,
|
|
"id": "chatOpenAI_0-input-presencePenalty-number"
|
|
},
|
|
{
|
|
"label": "Timeout",
|
|
"name": "timeout",
|
|
"type": "number",
|
|
"step": 1,
|
|
"optional": true,
|
|
"additionalParams": true,
|
|
"id": "chatOpenAI_0-input-timeout-number"
|
|
},
|
|
{
|
|
"label": "BasePath",
|
|
"name": "basepath",
|
|
"type": "string",
|
|
"optional": true,
|
|
"additionalParams": true,
|
|
"id": "chatOpenAI_0-input-basepath-string"
|
|
}
|
|
],
|
|
"inputAnchors": [
|
|
{
|
|
"label": "Cache",
|
|
"name": "cache",
|
|
"type": "BaseCache",
|
|
"optional": true,
|
|
"id": "chatOpenAI_0-input-cache-BaseCache"
|
|
}
|
|
],
|
|
"inputs": {
|
|
"modelName": "gpt-3.5-turbo-16k",
|
|
"temperature": "0",
|
|
"maxTokens": "",
|
|
"topP": "",
|
|
"frequencyPenalty": "",
|
|
"presencePenalty": "",
|
|
"timeout": "",
|
|
"basepath": ""
|
|
},
|
|
"outputAnchors": [
|
|
{
|
|
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
|
|
"name": "chatOpenAI",
|
|
"label": "ChatOpenAI",
|
|
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | Runnable"
|
|
}
|
|
],
|
|
"outputs": {},
|
|
"selected": false
|
|
},
|
|
"selected": false,
|
|
"dragging": false,
|
|
"positionAbsolute": {
|
|
"x": 353.5672832154869,
|
|
"y": -730.6436764835541
|
|
}
|
|
},
|
|
{
|
|
"width": 300,
|
|
"height": 574,
|
|
"id": "chatOpenAI_1",
|
|
"position": {
|
|
"x": 2281.9246645710673,
|
|
"y": -778.8379360672121
|
|
},
|
|
"type": "customNode",
|
|
"data": {
|
|
"id": "chatOpenAI_1",
|
|
"label": "ChatOpenAI",
|
|
"version": 2,
|
|
"name": "chatOpenAI",
|
|
"type": "ChatOpenAI",
|
|
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
|
"category": "Chat Models",
|
|
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
|
|
"inputParams": [
|
|
{
|
|
"label": "Connect Credential",
|
|
"name": "credential",
|
|
"type": "credential",
|
|
"credentialNames": ["openAIApi"],
|
|
"id": "chatOpenAI_1-input-credential-credential"
|
|
},
|
|
{
|
|
"label": "Model Name",
|
|
"name": "modelName",
|
|
"type": "options",
|
|
"options": [
|
|
{
|
|
"label": "gpt-4",
|
|
"name": "gpt-4"
|
|
},
|
|
{
|
|
"label": "gpt-4-0613",
|
|
"name": "gpt-4-0613"
|
|
},
|
|
{
|
|
"label": "gpt-4-32k",
|
|
"name": "gpt-4-32k"
|
|
},
|
|
{
|
|
"label": "gpt-4-32k-0613",
|
|
"name": "gpt-4-32k-0613"
|
|
},
|
|
{
|
|
"label": "gpt-3.5-turbo",
|
|
"name": "gpt-3.5-turbo"
|
|
},
|
|
{
|
|
"label": "gpt-3.5-turbo-0613",
|
|
"name": "gpt-3.5-turbo-0613"
|
|
},
|
|
{
|
|
"label": "gpt-3.5-turbo-16k",
|
|
"name": "gpt-3.5-turbo-16k"
|
|
},
|
|
{
|
|
"label": "gpt-3.5-turbo-16k-0613",
|
|
"name": "gpt-3.5-turbo-16k-0613"
|
|
}
|
|
],
|
|
"default": "gpt-3.5-turbo",
|
|
"optional": true,
|
|
"id": "chatOpenAI_1-input-modelName-options"
|
|
},
|
|
{
|
|
"label": "Temperature",
|
|
"name": "temperature",
|
|
"type": "number",
|
|
"step": 0.1,
|
|
"default": 0.9,
|
|
"optional": true,
|
|
"id": "chatOpenAI_1-input-temperature-number"
|
|
},
|
|
{
|
|
"label": "Max Tokens",
|
|
"name": "maxTokens",
|
|
"type": "number",
|
|
"step": 1,
|
|
"optional": true,
|
|
"additionalParams": true,
|
|
"id": "chatOpenAI_1-input-maxTokens-number"
|
|
},
|
|
{
|
|
"label": "Top Probability",
|
|
"name": "topP",
|
|
"type": "number",
|
|
"step": 0.1,
|
|
"optional": true,
|
|
"additionalParams": true,
|
|
"id": "chatOpenAI_1-input-topP-number"
|
|
},
|
|
{
|
|
"label": "Frequency Penalty",
|
|
"name": "frequencyPenalty",
|
|
"type": "number",
|
|
"step": 0.1,
|
|
"optional": true,
|
|
"additionalParams": true,
|
|
"id": "chatOpenAI_1-input-frequencyPenalty-number"
|
|
},
|
|
{
|
|
"label": "Presence Penalty",
|
|
"name": "presencePenalty",
|
|
"type": "number",
|
|
"step": 0.1,
|
|
"optional": true,
|
|
"additionalParams": true,
|
|
"id": "chatOpenAI_1-input-presencePenalty-number"
|
|
},
|
|
{
|
|
"label": "Timeout",
|
|
"name": "timeout",
|
|
"type": "number",
|
|
"step": 1,
|
|
"optional": true,
|
|
"additionalParams": true,
|
|
"id": "chatOpenAI_1-input-timeout-number"
|
|
},
|
|
{
|
|
"label": "BasePath",
|
|
"name": "basepath",
|
|
"type": "string",
|
|
"optional": true,
|
|
"additionalParams": true,
|
|
"id": "chatOpenAI_1-input-basepath-string"
|
|
}
|
|
],
|
|
"inputAnchors": [
|
|
{
|
|
"label": "Cache",
|
|
"name": "cache",
|
|
"type": "BaseCache",
|
|
"optional": true,
|
|
"id": "chatOpenAI_1-input-cache-BaseCache"
|
|
}
|
|
],
|
|
"inputs": {
|
|
"modelName": "gpt-3.5-turbo-16k",
|
|
"temperature": "0",
|
|
"maxTokens": "",
|
|
"topP": "",
|
|
"frequencyPenalty": "",
|
|
"presencePenalty": "",
|
|
"timeout": "",
|
|
"basepath": ""
|
|
},
|
|
"outputAnchors": [
|
|
{
|
|
"id": "chatOpenAI_1-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
|
|
"name": "chatOpenAI",
|
|
"label": "ChatOpenAI",
|
|
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | Runnable"
|
|
}
|
|
],
|
|
"outputs": {},
|
|
"selected": false
|
|
},
|
|
"selected": false,
|
|
"dragging": false,
|
|
"positionAbsolute": {
|
|
"x": 2281.9246645710673,
|
|
"y": -778.8379360672121
|
|
}
|
|
},
|
|
{
|
|
"width": 300,
|
|
"height": 505,
|
|
"id": "pineconeExistingIndex_0",
|
|
"position": {
|
|
"x": 1544.4998097474581,
|
|
"y": -628.8477510577202
|
|
},
|
|
"type": "customNode",
|
|
"data": {
|
|
"id": "pineconeExistingIndex_0",
|
|
"label": "Pinecone Load Existing Index",
|
|
"version": 1,
|
|
"name": "pineconeExistingIndex",
|
|
"type": "Pinecone",
|
|
"baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
|
|
"category": "Vector Stores",
|
|
"description": "Load existing index from Pinecone (i.e: Document has been upserted)",
|
|
"inputParams": [
|
|
{
|
|
"label": "Connect Credential",
|
|
"name": "credential",
|
|
"type": "credential",
|
|
"credentialNames": ["pineconeApi"],
|
|
"id": "pineconeExistingIndex_0-input-credential-credential"
|
|
},
|
|
{
|
|
"label": "Pinecone Index",
|
|
"name": "pineconeIndex",
|
|
"type": "string",
|
|
"id": "pineconeExistingIndex_0-input-pineconeIndex-string"
|
|
},
|
|
{
|
|
"label": "Pinecone Namespace",
|
|
"name": "pineconeNamespace",
|
|
"type": "string",
|
|
"placeholder": "my-first-namespace",
|
|
"additionalParams": true,
|
|
"optional": true,
|
|
"id": "pineconeExistingIndex_0-input-pineconeNamespace-string"
|
|
},
|
|
{
|
|
"label": "Pinecone Metadata Filter",
|
|
"name": "pineconeMetadataFilter",
|
|
"type": "json",
|
|
"optional": true,
|
|
"additionalParams": true,
|
|
"id": "pineconeExistingIndex_0-input-pineconeMetadataFilter-json"
|
|
},
|
|
{
|
|
"label": "Top K",
|
|
"name": "topK",
|
|
"description": "Number of top results to fetch. Default to 4",
|
|
"placeholder": "4",
|
|
"type": "number",
|
|
"additionalParams": true,
|
|
"optional": true,
|
|
"id": "pineconeExistingIndex_0-input-topK-number"
|
|
}
|
|
],
|
|
"inputAnchors": [
|
|
{
|
|
"label": "Embeddings",
|
|
"name": "embeddings",
|
|
"type": "Embeddings",
|
|
"id": "pineconeExistingIndex_0-input-embeddings-Embeddings"
|
|
}
|
|
],
|
|
"inputs": {
|
|
"embeddings": "{{openAIEmbeddings_0.data.instance}}",
|
|
"pineconeIndex": "",
|
|
"pineconeNamespace": "",
|
|
"pineconeMetadataFilter": "",
|
|
"topK": ""
|
|
},
|
|
"outputAnchors": [
|
|
{
|
|
"name": "output",
|
|
"label": "Output",
|
|
"type": "options",
|
|
"options": [
|
|
{
|
|
"id": "pineconeExistingIndex_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
|
|
"name": "retriever",
|
|
"label": "Pinecone Retriever",
|
|
"type": "Pinecone | VectorStoreRetriever | BaseRetriever"
|
|
},
|
|
{
|
|
"id": "pineconeExistingIndex_0-output-vectorStore-Pinecone|VectorStore",
|
|
"name": "vectorStore",
|
|
"label": "Pinecone Vector Store",
|
|
"type": "Pinecone | VectorStore"
|
|
}
|
|
],
|
|
"default": "retriever"
|
|
}
|
|
],
|
|
"outputs": {
|
|
"output": "vectorStore"
|
|
},
|
|
"selected": false
|
|
},
|
|
"selected": false,
|
|
"positionAbsolute": {
|
|
"x": 1544.4998097474581,
|
|
"y": -628.8477510577202
|
|
},
|
|
"dragging": false
|
|
},
|
|
{
|
|
"width": 300,
|
|
"height": 652,
|
|
"id": "chatPromptTemplate_0",
|
|
"position": {
|
|
"x": 2290.8365353040026,
|
|
"y": -168.49082887954518
|
|
},
|
|
"type": "customNode",
|
|
"data": {
|
|
"id": "chatPromptTemplate_0",
|
|
"label": "Chat Prompt Template",
|
|
"version": 1,
|
|
"name": "chatPromptTemplate",
|
|
"type": "ChatPromptTemplate",
|
|
"baseClasses": ["ChatPromptTemplate", "BaseChatPromptTemplate", "BasePromptTemplate", "Runnable"],
|
|
"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": "Using the provided context, answer the user's question to the best of your ability using the resources provided. If 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\nAnything between the following \\`context\\` html blocks is retrieved from a knowledge bank, not part of the conversation with the user.\n\n<context>\n {context}\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. Anything between the preceding 'context' html blocks is retrieved from a knowledge bank, not part of the conversation with the user.",
|
|
"humanMessagePrompt": "{text}",
|
|
"promptValues": "{\"context\":\"{{vectorStoreToDocument_0.data.instance}}\",\"text\":\"{{question}}\"}"
|
|
},
|
|
"outputAnchors": [
|
|
{
|
|
"id": "chatPromptTemplate_0-output-chatPromptTemplate-ChatPromptTemplate|BaseChatPromptTemplate|BasePromptTemplate|Runnable",
|
|
"name": "chatPromptTemplate",
|
|
"label": "ChatPromptTemplate",
|
|
"type": "ChatPromptTemplate | BaseChatPromptTemplate | BasePromptTemplate | Runnable"
|
|
}
|
|
],
|
|
"outputs": {},
|
|
"selected": false
|
|
},
|
|
"selected": false,
|
|
"positionAbsolute": {
|
|
"x": 2290.8365353040026,
|
|
"y": -168.49082887954518
|
|
},
|
|
"dragging": false
|
|
},
|
|
{
|
|
"width": 300,
|
|
"height": 405,
|
|
"id": "llmChain_0",
|
|
"position": {
|
|
"x": 747.1299875516488,
|
|
"y": -267.01184813798244
|
|
},
|
|
"type": "customNode",
|
|
"data": {
|
|
"id": "llmChain_0",
|
|
"label": "LLM Chain",
|
|
"version": 1,
|
|
"name": "llmChain",
|
|
"type": "LLMChain",
|
|
"baseClasses": ["LLMChain", "BaseChain", "Runnable"],
|
|
"category": "Chains",
|
|
"description": "Chain to run queries against LLMs",
|
|
"inputParams": [
|
|
{
|
|
"label": "Chain Name",
|
|
"name": "chainName",
|
|
"type": "string",
|
|
"placeholder": "Name Your Chain",
|
|
"optional": true,
|
|
"id": "llmChain_0-input-chainName-string"
|
|
}
|
|
],
|
|
"inputAnchors": [
|
|
{
|
|
"label": "Language Model",
|
|
"name": "model",
|
|
"type": "BaseLanguageModel",
|
|
"id": "llmChain_0-input-model-BaseLanguageModel"
|
|
},
|
|
{
|
|
"label": "Prompt",
|
|
"name": "prompt",
|
|
"type": "BasePromptTemplate",
|
|
"id": "llmChain_0-input-prompt-BasePromptTemplate"
|
|
}
|
|
],
|
|
"inputs": {
|
|
"model": "{{chatOpenAI_0.data.instance}}",
|
|
"prompt": "{{promptTemplate_0.data.instance}}",
|
|
"chainName": "RephraseQuestion"
|
|
},
|
|
"outputAnchors": [
|
|
{
|
|
"name": "output",
|
|
"label": "Output",
|
|
"type": "options",
|
|
"options": [
|
|
{
|
|
"id": "llmChain_0-output-llmChain-LLMChain|BaseChain|Runnable",
|
|
"name": "llmChain",
|
|
"label": "LLM Chain",
|
|
"type": "LLMChain | BaseChain | Runnable"
|
|
},
|
|
{
|
|
"id": "llmChain_0-output-outputPrediction-string|json",
|
|
"name": "outputPrediction",
|
|
"label": "Output Prediction",
|
|
"type": "string | json"
|
|
}
|
|
],
|
|
"default": "llmChain"
|
|
}
|
|
],
|
|
"outputs": {
|
|
"output": "outputPrediction"
|
|
},
|
|
"selected": false
|
|
},
|
|
"selected": false,
|
|
"positionAbsolute": {
|
|
"x": 747.1299875516488,
|
|
"y": -267.01184813798244
|
|
},
|
|
"dragging": false
|
|
},
|
|
{
|
|
"width": 300,
|
|
"height": 405,
|
|
"id": "llmChain_1",
|
|
"position": {
|
|
"x": 2694.8707655351186,
|
|
"y": -308.59150355411236
|
|
},
|
|
"type": "customNode",
|
|
"data": {
|
|
"id": "llmChain_1",
|
|
"label": "LLM Chain",
|
|
"version": 1,
|
|
"name": "llmChain",
|
|
"type": "LLMChain",
|
|
"baseClasses": ["LLMChain", "BaseChain", "Runnable"],
|
|
"category": "Chains",
|
|
"description": "Chain to run queries against LLMs",
|
|
"inputParams": [
|
|
{
|
|
"label": "Chain Name",
|
|
"name": "chainName",
|
|
"type": "string",
|
|
"placeholder": "Name Your Chain",
|
|
"optional": true,
|
|
"id": "llmChain_1-input-chainName-string"
|
|
}
|
|
],
|
|
"inputAnchors": [
|
|
{
|
|
"label": "Language Model",
|
|
"name": "model",
|
|
"type": "BaseLanguageModel",
|
|
"id": "llmChain_1-input-model-BaseLanguageModel"
|
|
},
|
|
{
|
|
"label": "Prompt",
|
|
"name": "prompt",
|
|
"type": "BasePromptTemplate",
|
|
"id": "llmChain_1-input-prompt-BasePromptTemplate"
|
|
}
|
|
],
|
|
"inputs": {
|
|
"model": "{{chatOpenAI_1.data.instance}}",
|
|
"prompt": "{{chatPromptTemplate_0.data.instance}}",
|
|
"chainName": "FinalResponse"
|
|
},
|
|
"outputAnchors": [
|
|
{
|
|
"name": "output",
|
|
"label": "Output",
|
|
"type": "options",
|
|
"options": [
|
|
{
|
|
"id": "llmChain_1-output-llmChain-LLMChain|BaseChain|Runnable",
|
|
"name": "llmChain",
|
|
"label": "LLM Chain",
|
|
"type": "LLMChain | BaseChain | Runnable"
|
|
},
|
|
{
|
|
"id": "llmChain_1-output-outputPrediction-string|json",
|
|
"name": "outputPrediction",
|
|
"label": "Output Prediction",
|
|
"type": "string | json"
|
|
}
|
|
],
|
|
"default": "llmChain"
|
|
}
|
|
],
|
|
"outputs": {
|
|
"output": "llmChain"
|
|
},
|
|
"selected": false
|
|
},
|
|
"selected": false,
|
|
"positionAbsolute": {
|
|
"x": 2694.8707655351186,
|
|
"y": -308.59150355411236
|
|
},
|
|
"dragging": false
|
|
},
|
|
{
|
|
"width": 300,
|
|
"height": 454,
|
|
"id": "vectorStoreToDocument_0",
|
|
"position": {
|
|
"x": 1906.6871314089658,
|
|
"y": -157.0046189166955
|
|
},
|
|
"type": "customNode",
|
|
"data": {
|
|
"id": "vectorStoreToDocument_0",
|
|
"label": "VectorStore To Document",
|
|
"version": 2,
|
|
"name": "vectorStoreToDocument",
|
|
"type": "Document",
|
|
"baseClasses": ["Document"],
|
|
"category": "Document Loaders",
|
|
"description": "Search documents with scores from vector store",
|
|
"inputParams": [
|
|
{
|
|
"label": "Query",
|
|
"name": "query",
|
|
"type": "string",
|
|
"description": "Query to retrieve documents from vector database. If not specified, user question will be used",
|
|
"optional": true,
|
|
"acceptVariable": true,
|
|
"id": "vectorStoreToDocument_0-input-query-string"
|
|
},
|
|
{
|
|
"label": "Minimum Score (%)",
|
|
"name": "minScore",
|
|
"type": "number",
|
|
"optional": true,
|
|
"placeholder": "75",
|
|
"step": 1,
|
|
"description": "Minumum score for embeddings documents to be included",
|
|
"id": "vectorStoreToDocument_0-input-minScore-number"
|
|
}
|
|
],
|
|
"inputAnchors": [
|
|
{
|
|
"label": "Vector Store",
|
|
"name": "vectorStore",
|
|
"type": "VectorStore",
|
|
"id": "vectorStoreToDocument_0-input-vectorStore-VectorStore"
|
|
}
|
|
],
|
|
"inputs": {
|
|
"vectorStore": "{{pineconeExistingIndex_0.data.instance}}",
|
|
"query": "{{llmChain_0.data.instance}}",
|
|
"minScore": ""
|
|
},
|
|
"outputAnchors": [
|
|
{
|
|
"name": "output",
|
|
"label": "Output",
|
|
"type": "options",
|
|
"options": [
|
|
{
|
|
"id": "vectorStoreToDocument_0-output-document-Document",
|
|
"name": "document",
|
|
"label": "Document",
|
|
"type": "Document"
|
|
},
|
|
{
|
|
"id": "vectorStoreToDocument_0-output-text-string|json",
|
|
"name": "text",
|
|
"label": "Text",
|
|
"type": "string | json"
|
|
}
|
|
],
|
|
"default": "document"
|
|
}
|
|
],
|
|
"outputs": {
|
|
"output": "text"
|
|
},
|
|
"selected": false
|
|
},
|
|
"selected": false,
|
|
"positionAbsolute": {
|
|
"x": 1906.6871314089658,
|
|
"y": -157.0046189166955
|
|
},
|
|
"dragging": false
|
|
}
|
|
],
|
|
"edges": [
|
|
{
|
|
"source": "openAIEmbeddings_0",
|
|
"sourceHandle": "openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings",
|
|
"target": "pineconeExistingIndex_0",
|
|
"targetHandle": "pineconeExistingIndex_0-input-embeddings-Embeddings",
|
|
"type": "buttonedge",
|
|
"id": "openAIEmbeddings_0-openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings-pineconeExistingIndex_0-pineconeExistingIndex_0-input-embeddings-Embeddings",
|
|
"data": {
|
|
"label": ""
|
|
}
|
|
},
|
|
{
|
|
"source": "promptTemplate_0",
|
|
"sourceHandle": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate|Runnable",
|
|
"target": "llmChain_0",
|
|
"targetHandle": "llmChain_0-input-prompt-BasePromptTemplate",
|
|
"type": "buttonedge",
|
|
"id": "promptTemplate_0-promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate|Runnable-llmChain_0-llmChain_0-input-prompt-BasePromptTemplate",
|
|
"data": {
|
|
"label": ""
|
|
}
|
|
},
|
|
{
|
|
"source": "chatOpenAI_0",
|
|
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
|
|
"target": "llmChain_0",
|
|
"targetHandle": "llmChain_0-input-model-BaseLanguageModel",
|
|
"type": "buttonedge",
|
|
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-llmChain_0-llmChain_0-input-model-BaseLanguageModel",
|
|
"data": {
|
|
"label": ""
|
|
}
|
|
},
|
|
{
|
|
"source": "chatPromptTemplate_0",
|
|
"sourceHandle": "chatPromptTemplate_0-output-chatPromptTemplate-ChatPromptTemplate|BaseChatPromptTemplate|BasePromptTemplate|Runnable",
|
|
"target": "llmChain_1",
|
|
"targetHandle": "llmChain_1-input-prompt-BasePromptTemplate",
|
|
"type": "buttonedge",
|
|
"id": "chatPromptTemplate_0-chatPromptTemplate_0-output-chatPromptTemplate-ChatPromptTemplate|BaseChatPromptTemplate|BasePromptTemplate|Runnable-llmChain_1-llmChain_1-input-prompt-BasePromptTemplate",
|
|
"data": {
|
|
"label": ""
|
|
}
|
|
},
|
|
{
|
|
"source": "chatOpenAI_1",
|
|
"sourceHandle": "chatOpenAI_1-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
|
|
"target": "llmChain_1",
|
|
"targetHandle": "llmChain_1-input-model-BaseLanguageModel",
|
|
"type": "buttonedge",
|
|
"id": "chatOpenAI_1-chatOpenAI_1-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-llmChain_1-llmChain_1-input-model-BaseLanguageModel",
|
|
"data": {
|
|
"label": ""
|
|
}
|
|
},
|
|
{
|
|
"source": "pineconeExistingIndex_0",
|
|
"sourceHandle": "pineconeExistingIndex_0-output-vectorStore-Pinecone|VectorStore",
|
|
"target": "vectorStoreToDocument_0",
|
|
"targetHandle": "vectorStoreToDocument_0-input-vectorStore-VectorStore",
|
|
"type": "buttonedge",
|
|
"id": "pineconeExistingIndex_0-pineconeExistingIndex_0-output-vectorStore-Pinecone|VectorStore-vectorStoreToDocument_0-vectorStoreToDocument_0-input-vectorStore-VectorStore",
|
|
"data": {
|
|
"label": ""
|
|
}
|
|
},
|
|
{
|
|
"source": "vectorStoreToDocument_0",
|
|
"sourceHandle": "vectorStoreToDocument_0-output-text-string|json",
|
|
"target": "chatPromptTemplate_0",
|
|
"targetHandle": "chatPromptTemplate_0-input-promptValues-json",
|
|
"type": "buttonedge",
|
|
"id": "vectorStoreToDocument_0-vectorStoreToDocument_0-output-text-string|json-chatPromptTemplate_0-chatPromptTemplate_0-input-promptValues-json",
|
|
"data": {
|
|
"label": ""
|
|
}
|
|
},
|
|
{
|
|
"source": "llmChain_0",
|
|
"sourceHandle": "llmChain_0-output-outputPrediction-string|json",
|
|
"target": "vectorStoreToDocument_0",
|
|
"targetHandle": "vectorStoreToDocument_0-input-query-string",
|
|
"type": "buttonedge",
|
|
"id": "llmChain_0-llmChain_0-output-outputPrediction-string|json-vectorStoreToDocument_0-vectorStoreToDocument_0-input-query-string",
|
|
"data": {
|
|
"label": ""
|
|
}
|
|
}
|
|
]
|
|
}
|