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RAG Chatflow.json
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RAG Chatflow.json
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{
"nodes": [
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"id": "memoryVectorStore_0",
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"type": "customNode",
"data": {
"id": "memoryVectorStore_0",
"label": "In-Memory Vector Store",
"version": 1,
"name": "memoryVectorStore",
"type": "Memory",
"baseClasses": [
"Memory",
"VectorStoreRetriever",
"BaseRetriever"
],
"category": "Vector Stores",
"description": "In-memory vectorstore that stores embeddings and does an exact, linear search for the most similar embeddings.",
"inputParams": [
{
"label": "Top K",
"name": "topK",
"description": "Number of top results to fetch. Default to 4",
"placeholder": "4",
"type": "number",
"optional": true,
"id": "memoryVectorStore_0-input-topK-number"
}
],
"inputAnchors": [
{
"label": "Document",
"name": "document",
"type": "Document",
"list": true,
"optional": true,
"id": "memoryVectorStore_0-input-document-Document"
},
{
"label": "Embeddings",
"name": "embeddings",
"type": "Embeddings",
"id": "memoryVectorStore_0-input-embeddings-Embeddings"
}
],
"inputs": {
"document": "",
"embeddings": "",
"topK": ""
},
"outputAnchors": [
{
"name": "output",
"label": "Output",
"type": "options",
"description": "",
"options": [
{
"id": "memoryVectorStore_0-output-retriever-Memory|VectorStoreRetriever|BaseRetriever",
"name": "retriever",
"label": "Memory Retriever",
"description": "",
"type": "Memory | VectorStoreRetriever | BaseRetriever"
},
{
"id": "memoryVectorStore_0-output-vectorStore-Memory|VectorStore",
"name": "vectorStore",
"label": "Memory Vector Store",
"description": "",
"type": "Memory | VectorStore"
}
],
"default": "retriever"
}
],
"outputs": {
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},
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},
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"selected": false,
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{
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"label": "Pdf File",
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"name": "pdfFile",
"type": "Document",
"baseClasses": [
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],
"category": "Document Loaders",
"description": "Load data from PDF files",
"inputParams": [
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"label": "Pdf File",
"name": "pdfFile",
"type": "file",
"fileType": ".pdf",
"id": "pdfFile_0-input-pdfFile-file"
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{
"label": "Usage",
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"options": [
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"label": "One document per page",
"name": "perPage"
},
{
"label": "One document per file",
"name": "perFile"
}
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"default": "perPage",
"id": "pdfFile_0-input-usage-options"
},
{
"label": "Use Legacy Build",
"name": "legacyBuild",
"type": "boolean",
"optional": true,
"additionalParams": true,
"id": "pdfFile_0-input-legacyBuild-boolean"
},
{
"label": "Metadata",
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"optional": true,
"additionalParams": true,
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}
],
"inputAnchors": [
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"label": "Text Splitter",
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"optional": true,
"id": "pdfFile_0-input-textSplitter-TextSplitter"
}
],
"inputs": {
"textSplitter": "",
"usage": "perPage",
"legacyBuild": "",
"metadata": ""
},
"outputAnchors": [
{
"id": "pdfFile_0-output-pdfFile-Document",
"name": "pdfFile",
"label": "Document",
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"type": "Document"
}
],
"outputs": {},
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},
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"selected": false,
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"label": "Character Text Splitter",
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"name": "characterTextSplitter",
"type": "CharacterTextSplitter",
"baseClasses": [
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"TextSplitter",
"BaseDocumentTransformer",
"Runnable"
],
"category": "Text Splitters",
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"inputParams": [
{
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"name": "chunkSize",
"type": "number",
"default": 1000,
"optional": true,
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},
{
"label": "Chunk Overlap",
"name": "chunkOverlap",
"type": "number",
"optional": true,
"id": "characterTextSplitter_0-input-chunkOverlap-number"
},
{
"label": "Custom Separator",
"name": "separator",
"type": "string",
"placeholder": "\" \"",
"description": "Separator to determine when to split the text, will override the default separator",
"optional": true,
"id": "characterTextSplitter_0-input-separator-string"
}
],
"inputAnchors": [],
"inputs": {
"chunkSize": 1000,
"chunkOverlap": "",
"separator": ""
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"outputAnchors": [
{
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"name": "characterTextSplitter",
"label": "CharacterTextSplitter",
"description": "splits only on one type of character (defaults to \"\\n\\n\").",
"type": "CharacterTextSplitter | TextSplitter | BaseDocumentTransformer | Runnable"
}
],
"outputs": {},
"selected": false
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"edges": []
}