Flowise
1109 строк · 46.8 Кб
1{2"description": "Use chat history to rephrase user question, and answer the rephrased question using retrieved docs from vector store",3"categories": "ChatOpenAI,LLM Chain,SingleStore,Langchain",4"badge": "POPULAR",5"framework": "Langchain",6"nodes": [7{8"width": 300,9"height": 475,10"id": "promptTemplate_0",11"position": {12"x": 344.73370692733414,13"y": -122.3481500008580414},15"type": "customNode",16"data": {17"id": "promptTemplate_0",18"label": "Prompt Template",19"version": 1,20"name": "promptTemplate",21"type": "PromptTemplate",22"baseClasses": ["PromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate", "Runnable"],23"category": "Prompts",24"description": "Schema to represent a basic prompt for an LLM",25"inputParams": [26{27"label": "Template",28"name": "template",29"type": "string",30"rows": 4,31"placeholder": "What is a good name for a company that makes {product}?",32"id": "promptTemplate_0-input-template-string"33},34{35"label": "Format Prompt Values",36"name": "promptValues",37"type": "json",38"optional": true,39"acceptVariable": true,40"list": true,41"id": "promptTemplate_0-input-promptValues-json"42}43],44"inputAnchors": [],45"inputs": {46"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:",47"promptValues": "{\"question\":\"{{question}}\",\"chat_history\":\"{{chat_history}}\"}"48},49"outputAnchors": [50{51"id": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate|Runnable",52"name": "promptTemplate",53"label": "PromptTemplate",54"type": "PromptTemplate | BaseStringPromptTemplate | BasePromptTemplate | Runnable"55}56],57"outputs": {},58"selected": false59},60"selected": false,61"positionAbsolute": {62"x": 344.73370692733414,63"y": -122.3481500008580464},65"dragging": false66},67{68"width": 300,69"height": 652,70"id": "chatPromptTemplate_0",71"position": {72"x": 2290.8365353040026,73"y": -168.4908288795451874},75"type": "customNode",76"data": {77"id": "chatPromptTemplate_0",78"label": "Chat Prompt Template",79"version": 1,80"name": "chatPromptTemplate",81"type": "ChatPromptTemplate",82"baseClasses": ["ChatPromptTemplate", "BaseChatPromptTemplate", "BasePromptTemplate", "Runnable"],83"category": "Prompts",84"description": "Schema to represent a chat prompt",85"inputParams": [86{87"label": "System Message",88"name": "systemMessagePrompt",89"type": "string",90"rows": 4,91"placeholder": "You are a helpful assistant that translates {input_language} to {output_language}.",92"id": "chatPromptTemplate_0-input-systemMessagePrompt-string"93},94{95"label": "Human Message",96"name": "humanMessagePrompt",97"type": "string",98"rows": 4,99"placeholder": "{text}",100"id": "chatPromptTemplate_0-input-humanMessagePrompt-string"101},102{103"label": "Format Prompt Values",104"name": "promptValues",105"type": "json",106"optional": true,107"acceptVariable": true,108"list": true,109"id": "chatPromptTemplate_0-input-promptValues-json"110}111],112"inputAnchors": [],113"inputs": {114"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.",115"humanMessagePrompt": "{text}",116"promptValues": "{\"context\":\"{{vectorStoreToDocument_0.data.instance}}\",\"text\":\"{{question}}\"}"117},118"outputAnchors": [119{120"id": "chatPromptTemplate_0-output-chatPromptTemplate-ChatPromptTemplate|BaseChatPromptTemplate|BasePromptTemplate|Runnable",121"name": "chatPromptTemplate",122"label": "ChatPromptTemplate",123"type": "ChatPromptTemplate | BaseChatPromptTemplate | BasePromptTemplate | Runnable"124}125],126"outputs": {},127"selected": false128},129"selected": false,130"positionAbsolute": {131"x": 2290.8365353040026,132"y": -168.49082887954518133},134"dragging": false135},136{137"width": 300,138"height": 454,139"id": "vectorStoreToDocument_0",140"position": {141"x": 1906.6871314089658,142"y": -157.0046189166955143},144"type": "customNode",145"data": {146"id": "vectorStoreToDocument_0",147"label": "VectorStore To Document",148"version": 2,149"name": "vectorStoreToDocument",150"type": "Document",151"baseClasses": ["Document"],152"category": "Document Loaders",153"description": "Search documents with scores from vector store",154"inputParams": [155{156"label": "Query",157"name": "query",158"type": "string",159"description": "Query to retrieve documents from vector database. If not specified, user question will be used",160"optional": true,161"acceptVariable": true,162"id": "vectorStoreToDocument_0-input-query-string"163},164{165"label": "Minimum Score (%)",166"name": "minScore",167"type": "number",168"optional": true,169"placeholder": "75",170"step": 1,171"description": "Minumum score for embeddings documents to be included",172"id": "vectorStoreToDocument_0-input-minScore-number"173}174],175"inputAnchors": [176{177"label": "Vector Store",178"name": "vectorStore",179"type": "VectorStore",180"id": "vectorStoreToDocument_0-input-vectorStore-VectorStore"181}182],183"inputs": {184"vectorStore": "{{singlestore_0.data.instance}}",185"query": "{{llmChain_2.data.instance}}",186"minScore": ""187},188"outputAnchors": [189{190"name": "output",191"label": "Output",192"type": "options",193"options": [194{195"id": "vectorStoreToDocument_0-output-document-Document|json",196"name": "document",197"label": "Document",198"type": "Document | json"199},200{201"id": "vectorStoreToDocument_0-output-text-string|json",202"name": "text",203"label": "Text",204"type": "string | json"205}206],207"default": "document"208}209],210"outputs": {211"output": "text"212},213"selected": false214},215"selected": false,216"positionAbsolute": {217"x": 1906.6871314089658,218"y": -157.0046189166955219},220"dragging": false221},222{223"width": 300,224"height": 456,225"id": "llmChain_2",226"position": {227"x": 756.2678342825631,228"y": -244.07972550448233229},230"type": "customNode",231"data": {232"id": "llmChain_2",233"label": "LLM Chain",234"version": 3,235"name": "llmChain",236"type": "LLMChain",237"baseClasses": ["LLMChain", "BaseChain", "Runnable"],238"category": "Chains",239"description": "Chain to run queries against LLMs",240"inputParams": [241{242"label": "Chain Name",243"name": "chainName",244"type": "string",245"placeholder": "Name Your Chain",246"optional": true,247"id": "llmChain_2-input-chainName-string"248}249],250"inputAnchors": [251{252"label": "Language Model",253"name": "model",254"type": "BaseLanguageModel",255"id": "llmChain_2-input-model-BaseLanguageModel"256},257{258"label": "Prompt",259"name": "prompt",260"type": "BasePromptTemplate",261"id": "llmChain_2-input-prompt-BasePromptTemplate"262},263{264"label": "Output Parser",265"name": "outputParser",266"type": "BaseLLMOutputParser",267"optional": true,268"id": "llmChain_2-input-outputParser-BaseLLMOutputParser"269},270{271"label": "Input Moderation",272"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",273"name": "inputModeration",274"type": "Moderation",275"optional": true,276"list": true,277"id": "llmChain_2-input-inputModeration-Moderation"278}279],280"inputs": {281"model": "{{chatOpenAI_0.data.instance}}",282"prompt": "{{promptTemplate_0.data.instance}}",283"outputParser": "",284"chainName": "RephraseQuestion",285"inputModeration": ""286},287"outputAnchors": [288{289"name": "output",290"label": "Output",291"type": "options",292"options": [293{294"id": "llmChain_2-output-llmChain-LLMChain|BaseChain|Runnable",295"name": "llmChain",296"label": "LLM Chain",297"type": "LLMChain | BaseChain | Runnable"298},299{300"id": "llmChain_2-output-outputPrediction-string|json",301"name": "outputPrediction",302"label": "Output Prediction",303"type": "string | json"304}305],306"default": "llmChain"307}308],309"outputs": {310"output": "outputPrediction"311},312"selected": false313},314"selected": false,315"positionAbsolute": {316"x": 756.2678342825631,317"y": -244.07972550448233318},319"dragging": false320},321{322"width": 300,323"height": 456,324"id": "llmChain_1",325"position": {326"x": 2684.08901232628,327"y": -301.4742415779482328},329"type": "customNode",330"data": {331"id": "llmChain_1",332"label": "LLM Chain",333"version": 3,334"name": "llmChain",335"type": "LLMChain",336"baseClasses": ["LLMChain", "BaseChain", "Runnable"],337"category": "Chains",338"description": "Chain to run queries against LLMs",339"inputParams": [340{341"label": "Chain Name",342"name": "chainName",343"type": "string",344"placeholder": "Name Your Chain",345"optional": true,346"id": "llmChain_1-input-chainName-string"347}348],349"inputAnchors": [350{351"label": "Language Model",352"name": "model",353"type": "BaseLanguageModel",354"id": "llmChain_1-input-model-BaseLanguageModel"355},356{357"label": "Prompt",358"name": "prompt",359"type": "BasePromptTemplate",360"id": "llmChain_1-input-prompt-BasePromptTemplate"361},362{363"label": "Output Parser",364"name": "outputParser",365"type": "BaseLLMOutputParser",366"optional": true,367"id": "llmChain_1-input-outputParser-BaseLLMOutputParser"368},369{370"label": "Input Moderation",371"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",372"name": "inputModeration",373"type": "Moderation",374"optional": true,375"list": true,376"id": "llmChain_1-input-inputModeration-Moderation"377}378],379"inputs": {380"model": "{{chatOpenAI_1.data.instance}}",381"prompt": "{{chatPromptTemplate_0.data.instance}}",382"outputParser": "",383"chainName": "FinalResponse",384"inputModeration": ""385},386"outputAnchors": [387{388"name": "output",389"label": "Output",390"type": "options",391"options": [392{393"id": "llmChain_1-output-llmChain-LLMChain|BaseChain|Runnable",394"name": "llmChain",395"label": "LLM Chain",396"type": "LLMChain | BaseChain | Runnable"397},398{399"id": "llmChain_1-output-outputPrediction-string|json",400"name": "outputPrediction",401"label": "Output Prediction",402"type": "string | json"403}404],405"default": "llmChain"406}407],408"outputs": {409"output": "llmChain"410},411"selected": false412},413"selected": false,414"positionAbsolute": {415"x": 2684.08901232628,416"y": -301.4742415779482417},418"dragging": false419},420{421"width": 300,422"height": 574,423"id": "chatOpenAI_0",424"position": {425"x": 339.96857057520754,426"y": -732.8078068632885427},428"type": "customNode",429"data": {430"id": "chatOpenAI_0",431"label": "ChatOpenAI",432"version": 6.0,433"name": "chatOpenAI",434"type": "ChatOpenAI",435"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],436"category": "Chat Models",437"description": "Wrapper around OpenAI large language models that use the Chat endpoint",438"inputParams": [439{440"label": "Connect Credential",441"name": "credential",442"type": "credential",443"credentialNames": ["openAIApi"],444"id": "chatOpenAI_0-input-credential-credential"445},446{447"label": "Model Name",448"name": "modelName",449"type": "asyncOptions",450"loadMethod": "listModels",451"default": "gpt-3.5-turbo",452"id": "chatOpenAI_0-input-modelName-options"453},454{455"label": "Temperature",456"name": "temperature",457"type": "number",458"step": 0.1,459"default": 0.9,460"optional": true,461"id": "chatOpenAI_0-input-temperature-number"462},463{464"label": "Max 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"string",512"optional": true,513"additionalParams": true,514"id": "chatOpenAI_0-input-basepath-string"515},516{517"label": "BaseOptions",518"name": "baseOptions",519"type": "json",520"optional": true,521"additionalParams": true,522"id": "chatOpenAI_0-input-baseOptions-json"523},524{525"label": "Allow Image Uploads",526"name": "allowImageUploads",527"type": "boolean",528"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",529"default": false,530"optional": true,531"id": "chatOpenAI_0-input-allowImageUploads-boolean"532},533{534"label": "Image Resolution",535"description": "This parameter controls the resolution in which the model views the image.",536"name": "imageResolution",537"type": "options",538"options": [539{540"label": "Low",541"name": "low"542},543{544"label": "High",545"name": "high"546},547{548"label": "Auto",549"name": "auto"550}551],552"default": "low",553"optional": false,554"additionalParams": true,555"id": "chatOpenAI_0-input-imageResolution-options"556}557],558"inputAnchors": [559{560"label": "Cache",561"name": "cache",562"type": "BaseCache",563"optional": true,564"id": "chatOpenAI_0-input-cache-BaseCache"565}566],567"inputs": {568"cache": "",569"modelName": "gpt-3.5-turbo-16k",570"temperature": "0",571"maxTokens": "",572"topP": "",573"frequencyPenalty": "",574"presencePenalty": "",575"timeout": "",576"basepath": "",577"baseOptions": "",578"allowImageUploads": true,579"imageResolution": "low"580},581"outputAnchors": [582{583"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",584"name": "chatOpenAI",585"label": "ChatOpenAI",586"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | Runnable"587}588],589"outputs": {},590"selected": false591},592"selected": false,593"positionAbsolute": {594"x": 339.96857057520754,595"y": -732.8078068632885596},597"dragging": false598},599{600"width": 300,601"height": 574,602"id": "chatOpenAI_1",603"position": {604"x": 2291.510577325338,605"y": -785.9138727666948606},607"type": "customNode",608"data": {609"id": "chatOpenAI_1",610"label": "ChatOpenAI",611"version": 6.0,612"name": "chatOpenAI",613"type": "ChatOpenAI",614"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],615"category": "Chat Models",616"description": "Wrapper around OpenAI large language models that use the Chat endpoint",617"inputParams": [618{619"label": "Connect Credential",620"name": "credential",621"type": "credential",622"credentialNames": ["openAIApi"],623"id": "chatOpenAI_1-input-credential-credential"624},625{626"label": "Model Name",627"name": "modelName",628"type": "asyncOptions",629"loadMethod": "listModels",630"default": "gpt-3.5-turbo",631"id": "chatOpenAI_1-input-modelName-options"632},633{634"label": "Temperature",635"name": "temperature",636"type": "number",637"step": 0.1,638"default": 0.9,639"optional": true,640"id": "chatOpenAI_1-input-temperature-number"641},642{643"label": "Max Tokens",644"name": "maxTokens",645"type": "number",646"step": 1,647"optional": true,648"additionalParams": true,649"id": "chatOpenAI_1-input-maxTokens-number"650},651{652"label": "Top Probability",653"name": "topP",654"type": "number",655"step": 0.1,656"optional": true,657"additionalParams": true,658"id": "chatOpenAI_1-input-topP-number"659},660{661"label": "Frequency Penalty",662"name": "frequencyPenalty",663"type": "number",664"step": 0.1,665"optional": true,666"additionalParams": true,667"id": "chatOpenAI_1-input-frequencyPenalty-number"668},669{670"label": "Presence Penalty",671"name": "presencePenalty",672"type": "number",673"step": 0.1,674"optional": true,675"additionalParams": true,676"id": "chatOpenAI_1-input-presencePenalty-number"677},678{679"label": "Timeout",680"name": "timeout",681"type": "number",682"step": 1,683"optional": true,684"additionalParams": true,685"id": "chatOpenAI_1-input-timeout-number"686},687{688"label": "BasePath",689"name": "basepath",690"type": "string",691"optional": true,692"additionalParams": true,693"id": "chatOpenAI_1-input-basepath-string"694},695{696"label": "BaseOptions",697"name": "baseOptions",698"type": "json",699"optional": true,700"additionalParams": true,701"id": "chatOpenAI_1-input-baseOptions-json"702},703{704"label": "Allow Image Uploads",705"name": "allowImageUploads",706"type": "boolean",707"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. 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