Flowise
701 строка · 30.9 Кб
1{2"description": "Flowise Docs Github QnA using conversational retrieval QA chain",3"categories": "Memory Vector Store,Github Loader,ChatOpenAI,Conversational Retrieval QA Chain,Langchain",4"badge": "POPULAR",5"framework": "Langchain",6"nodes": [7{8"width": 300,9"height": 376,10"id": "markdownTextSplitter_0",11"position": {12"x": 1081.1540334344143,13"y": -113.7357162720780114},15"type": "customNode",16"data": {17"id": "markdownTextSplitter_0",18"label": "Markdown Text Splitter",19"name": "markdownTextSplitter",20"version": 1,21"type": "MarkdownTextSplitter",22"baseClasses": ["MarkdownTextSplitter", "RecursiveCharacterTextSplitter", "TextSplitter", "BaseDocumentTransformer"],23"category": "Text Splitters",24"description": "Split your content into documents based on the Markdown headers",25"inputParams": [26{27"label": "Chunk Size",28"name": "chunkSize",29"type": "number",30"default": 1000,31"optional": true,32"id": "markdownTextSplitter_0-input-chunkSize-number"33},34{35"label": "Chunk Overlap",36"name": "chunkOverlap",37"type": "number",38"optional": true,39"id": "markdownTextSplitter_0-input-chunkOverlap-number"40}41],42"inputAnchors": [],43"inputs": {44"chunkSize": "4000",45"chunkOverlap": ""46},47"outputAnchors": [48{49"id": "markdownTextSplitter_0-output-markdownTextSplitter-MarkdownTextSplitter|RecursiveCharacterTextSplitter|TextSplitter|BaseDocumentTransformer",50"name": "markdownTextSplitter",51"label": "MarkdownTextSplitter",52"type": "MarkdownTextSplitter | RecursiveCharacterTextSplitter | TextSplitter | BaseDocumentTransformer"53}54],55"outputs": {},56"selected": false57},58"selected": false,59"positionAbsolute": {60"x": 1081.1540334344143,61"y": -113.7357162720780162},63"dragging": false64},65{66"width": 300,67"height": 405,68"id": "memoryVectorStore_0",69"position": {70"x": 1844.88052464165,71"y": 484.6047332847024372},73"type": "customNode",74"data": {75"id": "memoryVectorStore_0",76"label": "In-Memory Vector Store",77"name": "memoryVectorStore",78"version": 1,79"type": "Memory",80"baseClasses": ["Memory", "VectorStoreRetriever", "BaseRetriever"],81"category": "Vector Stores",82"description": "In-memory vectorstore that stores embeddings and does an exact, linear search for the most similar embeddings.",83"inputParams": [84{85"label": "Top K",86"name": "topK",87"description": "Number of top results to fetch. 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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.",196"id": "conversationalRetrievalQAChain_0-input-responsePrompt-string"197}198],199"inputAnchors": [200{201"label": "Chat Model",202"name": "model",203"type": "BaseChatModel",204"id": "conversationalRetrievalQAChain_0-input-model-BaseChatModel"205},206{207"label": "Vector Store Retriever",208"name": "vectorStoreRetriever",209"type": "BaseRetriever",210"id": "conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever"211},212{213"label": "Memory",214"name": "memory",215"type": "BaseMemory",216"optional": true,217"description": "If left empty, a default BufferMemory will be used",218"id": "conversationalRetrievalQAChain_0-input-memory-BaseMemory"219},220{221"label": "Input Moderation",222"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",223"name": "inputModeration",224"type": "Moderation",225"optional": true,226"list": true,227"id": "conversationalRetrievalQAChain_0-input-inputModeration-Moderation"228}229],230"inputs": {231"inputModeration": "",232"model": "{{chatOpenAI_0.data.instance}}",233"vectorStoreRetriever": "{{memoryVectorStore_0.data.instance}}",234"memory": "",235"returnSourceDocuments": true,236"rephrasePrompt": "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:",237"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."238},239"outputAnchors": [240{241"id": "conversationalRetrievalQAChain_0-output-conversationalRetrievalQAChain-ConversationalRetrievalQAChain|BaseChain|Runnable",242"name": "conversationalRetrievalQAChain",243"label": "ConversationalRetrievalQAChain",244"type": "ConversationalRetrievalQAChain | BaseChain | Runnable"245}246],247"outputs": {},248"selected": false249},250"selected": false,251"dragging": false,252"positionAbsolute": {253"x": 2311.697827287373,254"y": 228.14841720207832255}256},257{258"width": 300,259"height": 673,260"id": "github_0",261"position": {262"x": 1460.1858988997,263"y": -137.83585695472374264},265"type": "customNode",266"data": {267"id": "github_0",268"label": "Github",269"name": "github",270"version": 2,271"type": "Document",272"baseClasses": ["Document"],273"category": "Document Loaders",274"description": "Load data from a GitHub repository",275"inputParams": [276{277"label": "Connect Credential",278"name": "credential",279"type": "credential",280"description": "Only needed when accessing private repo",281"optional": true,282"credentialNames": ["githubApi"],283"id": "github_0-input-credential-credential"284},285{286"label": "Repo Link",287"name": "repoLink",288"type": "string",289"placeholder": "https://github.com/FlowiseAI/Flowise",290"id": "github_0-input-repoLink-string"291},292{293"label": "Branch",294"name": "branch",295"type": "string",296"default": "main",297"id": "github_0-input-branch-string"298},299{300"label": "Recursive",301"name": "recursive",302"type": "boolean",303"optional": true,304"id": "github_0-input-recursive-boolean"305},306{307"label": "Max Concurrency",308"name": "maxConcurrency",309"type": "number",310"step": 1,311"optional": true,312"additionalParams": true,313"id": "github_0-input-maxConcurrency-number"314},315{316"label": "Ignore Paths",317"name": "ignorePath",318"type": "string",319"description": "An array of paths to be ignored",320"placeholder": "[\"*.md\"]",321"rows": 4,322"optional": true,323"additionalParams": true,324"id": "github_0-input-ignorePath-string"325},326{327"label": "Max Retries",328"name": "maxRetries",329"description": "The maximum number of retries that can be made for a single call, with an exponential backoff between each attempt. Defaults to 2.",330"type": "number",331"optional": true,332"additionalParams": true,333"id": "github_0-input-maxRetries-number"334},335{336"label": "Metadata",337"name": "metadata",338"type": "json",339"optional": true,340"additionalParams": true,341"id": "github_0-input-metadata-json"342}343],344"inputAnchors": [345{346"label": "Text Splitter",347"name": "textSplitter",348"type": "TextSplitter",349"optional": true,350"id": "github_0-input-textSplitter-TextSplitter"351}352],353"inputs": {354"repoLink": "https://github.com/FlowiseAI/FlowiseDocs",355"branch": "main",356"recursive": true,357"textSplitter": "{{markdownTextSplitter_0.data.instance}}",358"metadata": ""359},360"outputAnchors": [361{362"id": "github_0-output-github-Document",363"name": "github",364"label": "Document",365"type": "Document"366}367],368"outputs": {},369"selected": false370},371"selected": false,372"positionAbsolute": {373"x": 1460.1858988997,374"y": -137.83585695472374375},376"dragging": false377},378{379"width": 300,380"height": 522,381"id": "chatOpenAI_0",382"position": {383"x": 1857.367353502965,384"y": -104.25095383414119385},386"type": "customNode",387"data": {388"id": "chatOpenAI_0",389"label": "ChatOpenAI",390"name": "chatOpenAI",391"version": 6.0,392"type": "ChatOpenAI",393"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],394"category": "Chat Models",395"description": "Wrapper around OpenAI large language models that use the Chat endpoint",396"inputParams": [397{398"label": "Connect Credential",399"name": "credential",400"type": "credential",401"credentialNames": ["openAIApi"],402"id": "chatOpenAI_0-input-credential-credential"403},404{405"label": "Model Name",406"name": "modelName",407"type": "asyncOptions",408"loadMethod": "listModels",409"default": "gpt-3.5-turbo",410"id": "chatOpenAI_0-input-modelName-options"411},412{413"label": "Temperature",414"name": "temperature",415"type": "number",416"default": 0.9,417"optional": true,418"id": "chatOpenAI_0-input-temperature-number"419},420{421"label": "Max Tokens",422"name": "maxTokens",423"type": "number",424"optional": true,425"additionalParams": true,426"id": "chatOpenAI_0-input-maxTokens-number"427},428{429"label": "Top Probability",430"name": "topP",431"type": "number",432"optional": true,433"additionalParams": true,434"id": "chatOpenAI_0-input-topP-number"435},436{437"label": "Frequency Penalty",438"name": "frequencyPenalty",439"type": "number",440"optional": true,441"additionalParams": true,442"id": "chatOpenAI_0-input-frequencyPenalty-number"443},444{445"label": "Presence Penalty",446"name": "presencePenalty",447"type": "number",448"optional": true,449"additionalParams": true,450"id": "chatOpenAI_0-input-presencePenalty-number"451},452{453"label": "Timeout",454"name": "timeout",455"type": "number",456"optional": true,457"additionalParams": true,458"id": "chatOpenAI_0-input-timeout-number"459},460{461"label": "BasePath",462"name": "basepath",463"type": "string",464"optional": true,465"additionalParams": true,466"id": "chatOpenAI_0-input-basepath-string"467},468{469"label": "BaseOptions",470"name": "baseOptions",471"type": "json",472"optional": true,473"additionalParams": true,474"id": "chatOpenAI_0-input-baseOptions-json"475},476{477"label": "Allow Image Uploads",478"name": "allowImageUploads",479"type": "boolean",480"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. 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