{
    "description": "Flowise Docs Github QnA using conversational retrieval QA chain",
    "categories": "Memory Vector Store,Github Loader,ChatOpenAI,Conversational Retrieval QA Chain,Langchain",
    "badge": "POPULAR",
    "framework": "Langchain",
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            "width": 300,
            "height": 376,
            "id": "markdownTextSplitter_0",
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                "type": "MarkdownTextSplitter",
                "baseClasses": ["MarkdownTextSplitter", "RecursiveCharacterTextSplitter", "TextSplitter", "BaseDocumentTransformer"],
                "category": "Text Splitters",
                "description": "Split your content into documents based on the Markdown headers",
                "inputParams": [
                    {
                        "label": "Chunk Size",
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                        "optional": true,
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                    "chunkSize": "4000",
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                        "id": "markdownTextSplitter_0-output-markdownTextSplitter-MarkdownTextSplitter|RecursiveCharacterTextSplitter|TextSplitter|BaseDocumentTransformer",
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                "baseClasses": ["Memory", "VectorStoreRetriever", "BaseRetriever"],
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                "description": "In-memory vectorstore that stores embeddings and does an exact, linear search for the most similar embeddings.",
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                    {
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                    "document": ["{{github_0.data.instance}}"],
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                            {
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                    {
                        "label": "Allow Image Uploads",
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                        "id": "chatOpenAI_0-input-allowImageUploads-boolean"
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                        "label": "Image Resolution",
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                        "type": "options",
                        "options": [
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                                "label": "Low",
                                "name": "low"
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                            {
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                    "presencePenalty": "",
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            "sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
            "target": "conversationalRetrievalQAChain_0",
            "targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseChatModel",
            "type": "buttonedge",
            "id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseChatModel",
            "data": {
                "label": ""
            }
        },
        {
            "source": "openAIEmbeddings_0",
            "sourceHandle": "openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings",
            "target": "memoryVectorStore_0",
            "targetHandle": "memoryVectorStore_0-input-embeddings-Embeddings",
            "type": "buttonedge",
            "id": "openAIEmbeddings_0-openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings-memoryVectorStore_0-memoryVectorStore_0-input-embeddings-Embeddings",
            "data": {
                "label": ""
            }
        }
    ]
}
