mirror of
https://github.com/farcasclaudiu/Flowise.git
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Add SearchApi documentloader, tool & podcast QA example
This commit is contained in:
SebastjanPrachovskij
@@ -0,0 +1,702 @@
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{
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"description": "Engage with data sources such as YouTube Transcripts, Google, and more through intelligent Q&A interactions",
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"nodes": [
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{
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"width": 300,
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"height": 483,
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"id": "conversationalRetrievalQAChain_0",
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"position": {
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||||
"x": 1499.2693059023254,
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"y": 430.03911199833317
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},
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"type": "customNode",
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"data": {
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"id": "conversationalRetrievalQAChain_0",
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"label": "Conversational Retrieval QA Chain",
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"version": 1,
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"name": "conversationalRetrievalQAChain",
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"type": "ConversationalRetrievalQAChain",
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"baseClasses": [
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"ConversationalRetrievalQAChain",
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"BaseChain",
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"Runnable"
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],
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"category": "Chains",
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"description": "Document QA - built on RetrievalQAChain to provide a chat history component",
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"inputParams": [
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{
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"label": "Return Source Documents",
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"name": "returnSourceDocuments",
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"type": "boolean",
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"optional": true,
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"id": "conversationalRetrievalQAChain_0-input-returnSourceDocuments-boolean"
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},
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{
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"label": "System Message",
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"name": "systemMessagePrompt",
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"type": "string",
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"rows": 4,
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"additionalParams": true,
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"optional": true,
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"placeholder": "I want you to act as a document that I am having a conversation with. Your name is \"AI Assistant\". You will provide me with answers from the given info. If the answer is not included, say exactly \"Hmm, I am not sure.\" and stop after that. Refuse to answer any question not about the info. Never break character.",
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"id": "conversationalRetrievalQAChain_0-input-systemMessagePrompt-string"
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},
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{
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"label": "Chain Option",
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"name": "chainOption",
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"type": "options",
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"options": [
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{
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"label": "MapReduceDocumentsChain",
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"name": "map_reduce",
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"description": "Suitable for QA tasks over larger documents and can run the preprocessing step in parallel, reducing the running time"
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},
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{
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"label": "RefineDocumentsChain",
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"name": "refine",
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"description": "Suitable for QA tasks over a large number of documents."
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},
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{
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"label": "StuffDocumentsChain",
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"name": "stuff",
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"description": "Suitable for QA tasks over a small number of documents."
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}
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],
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"additionalParams": true,
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"optional": true,
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"id": "conversationalRetrievalQAChain_0-input-chainOption-options"
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}
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],
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"inputAnchors": [
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{
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"label": "Language Model",
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"name": "model",
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"type": "BaseLanguageModel",
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"id": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel"
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},
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{
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"label": "Vector Store Retriever",
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"name": "vectorStoreRetriever",
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"type": "BaseRetriever",
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"id": "conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever"
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},
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{
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"label": "Memory",
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"name": "memory",
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"type": "BaseMemory",
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"optional": true,
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"description": "If left empty, a default BufferMemory will be used",
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"id": "conversationalRetrievalQAChain_0-input-memory-BaseMemory"
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}
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],
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"inputs": {
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"model": "{{chatOpenAI_0.data.instance}}",
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"vectorStoreRetriever": "{{memoryVectorStore_0.data.instance}}",
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"memory": "",
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"returnSourceDocuments": "",
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"systemMessagePrompt": "",
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"chainOption": ""
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},
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"outputAnchors": [
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{
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"id": "conversationalRetrievalQAChain_0-output-conversationalRetrievalQAChain-ConversationalRetrievalQAChain|BaseChain|Runnable",
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"name": "conversationalRetrievalQAChain",
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"label": "ConversationalRetrievalQAChain",
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"type": "ConversationalRetrievalQAChain | BaseChain | Runnable"
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}
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],
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"outputs": {},
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"selected": false
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},
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"selected": false,
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"positionAbsolute": {
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"x": 1499.2693059023254,
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"y": 430.03911199833317
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},
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"dragging": false
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},
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{
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"width": 300,
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"height": 408,
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"id": "memoryVectorStore_0",
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"position": {
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"x": 1082.0280622332507,
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"y": 589.9990964387842
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},
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"type": "customNode",
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"data": {
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"id": "memoryVectorStore_0",
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"label": "In-Memory Vector Store",
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"version": 1,
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"name": "memoryVectorStore",
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"type": "Memory",
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"baseClasses": [
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"Memory",
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"VectorStoreRetriever",
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"BaseRetriever"
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],
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"category": "Vector Stores",
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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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"inputParams": [
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{
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"label": "Top K",
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"name": "topK",
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"description": "Number of top results to fetch. Default to 4",
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"placeholder": "4",
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"type": "number",
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"optional": true,
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"id": "memoryVectorStore_0-input-topK-number"
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}
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],
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"inputAnchors": [
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{
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"label": "Document",
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"name": "document",
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"type": "Document",
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"list": true,
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"id": "memoryVectorStore_0-input-document-Document"
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},
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{
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"label": "Embeddings",
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"name": "embeddings",
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"type": "Embeddings",
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"id": "memoryVectorStore_0-input-embeddings-Embeddings"
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}
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],
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"inputs": {
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"document": [
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"{{searchApi_0.data.instance}}",
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"{{searchApi_0.data.instance}}",
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"{{searchApi_0.data.instance}}"
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],
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"embeddings": "{{openAIEmbeddings_0.data.instance}}",
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"topK": ""
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},
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"outputAnchors": [
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{
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"name": "output",
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"label": "Output",
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"type": "options",
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"options": [
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{
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"id": "memoryVectorStore_0-output-retriever-Memory|VectorStoreRetriever|BaseRetriever",
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"name": "retriever",
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"label": "Memory Retriever",
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"type": "Memory | VectorStoreRetriever | BaseRetriever"
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},
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{
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"id": "memoryVectorStore_0-output-vectorStore-Memory|VectorStore",
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"name": "vectorStore",
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"label": "Memory Vector Store",
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"type": "Memory | VectorStore"
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||||
}
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],
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"default": "retriever"
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}
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],
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"outputs": {
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"output": "retriever"
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},
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"selected": false
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||||
},
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"positionAbsolute": {
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"x": 1082.0280622332507,
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"y": 589.9990964387842
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},
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"selected": false,
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"dragging": false
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},
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{
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"width": 300,
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"height": 577,
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"id": "chatOpenAI_0",
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"position": {
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"x": 1056.2788608917747,
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"y": -60.59149112477064
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},
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"type": "customNode",
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"data": {
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"id": "chatOpenAI_0",
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"label": "ChatOpenAI",
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"version": 2,
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"name": "chatOpenAI",
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"type": "ChatOpenAI",
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"baseClasses": [
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"ChatOpenAI",
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"BaseChatModel",
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"BaseLanguageModel",
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"Runnable"
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],
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"category": "Chat Models",
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"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
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"inputParams": [
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{
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"label": "Connect Credential",
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"name": "credential",
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"type": "credential",
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"credentialNames": [
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"openAIApi"
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],
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"id": "chatOpenAI_0-input-credential-credential"
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},
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{
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"label": "Model Name",
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"name": "modelName",
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"type": "options",
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"options": [
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{
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"label": "gpt-4",
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"name": "gpt-4"
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},
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{
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"label": "gpt-4-0613",
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"name": "gpt-4-0613"
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||||
},
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{
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"label": "gpt-4-32k",
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"name": "gpt-4-32k"
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||||
},
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{
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"label": "gpt-4-32k-0613",
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"name": "gpt-4-32k-0613"
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},
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{
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||||
"label": "gpt-3.5-turbo",
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"name": "gpt-3.5-turbo"
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||||
},
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{
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||||
"label": "gpt-3.5-turbo-0613",
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"name": "gpt-3.5-turbo-0613"
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||||
},
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||||
{
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||||
"label": "gpt-3.5-turbo-16k",
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"name": "gpt-3.5-turbo-16k"
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||||
},
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{
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||||
"label": "gpt-3.5-turbo-16k-0613",
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"name": "gpt-3.5-turbo-16k-0613"
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}
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],
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"default": "gpt-3.5-turbo",
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"optional": true,
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"id": "chatOpenAI_0-input-modelName-options"
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},
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{
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"label": "Temperature",
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"name": "temperature",
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"type": "number",
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"step": 0.1,
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"default": 0.9,
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"optional": true,
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"id": "chatOpenAI_0-input-temperature-number"
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},
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{
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"label": "Max Tokens",
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"name": "maxTokens",
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"type": "number",
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"step": 1,
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"optional": true,
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"additionalParams": true,
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||||
"id": "chatOpenAI_0-input-maxTokens-number"
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||||
},
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{
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"label": "Top Probability",
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"name": "topP",
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"type": "number",
|
||||
"step": 0.1,
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"optional": true,
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"additionalParams": true,
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||||
"id": "chatOpenAI_0-input-topP-number"
|
||||
},
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||||
{
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||||
"label": "Frequency Penalty",
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"name": "frequencyPenalty",
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"type": "number",
|
||||
"step": 0.1,
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||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-frequencyPenalty-number"
|
||||
},
|
||||
{
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||||
"label": "Presence Penalty",
|
||||
"name": "presencePenalty",
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||||
"type": "number",
|
||||
"step": 0.1,
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||||
"optional": true,
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||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-presencePenalty-number"
|
||||
},
|
||||
{
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||||
"label": "Timeout",
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||||
"name": "timeout",
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||||
"type": "number",
|
||||
"step": 1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-timeout-number"
|
||||
},
|
||||
{
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||||
"label": "BasePath",
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||||
"name": "basepath",
|
||||
"type": "string",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-basepath-string"
|
||||
},
|
||||
{
|
||||
"label": "BaseOptions",
|
||||
"name": "baseOptions",
|
||||
"type": "json",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Cache",
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||||
"name": "cache",
|
||||
"type": "BaseCache",
|
||||
"optional": true,
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||||
"id": "chatOpenAI_0-input-cache-BaseCache"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"cache": "",
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||||
"modelName": "gpt-3.5-turbo",
|
||||
"temperature": "0.5",
|
||||
"maxTokens": "",
|
||||
"topP": "",
|
||||
"frequencyPenalty": "",
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
|
||||
"name": "chatOpenAI",
|
||||
"label": "ChatOpenAI",
|
||||
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 1056.2788608917747,
|
||||
"y": -60.59149112477064
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 478,
|
||||
"id": "characterTextSplitter_0",
|
||||
"position": {
|
||||
"x": 260.5475803279806,
|
||||
"y": -65.1647664861618
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "characterTextSplitter_0",
|
||||
"label": "Character Text Splitter",
|
||||
"version": 1,
|
||||
"name": "characterTextSplitter",
|
||||
"type": "CharacterTextSplitter",
|
||||
"baseClasses": [
|
||||
"CharacterTextSplitter",
|
||||
"TextSplitter",
|
||||
"BaseDocumentTransformer",
|
||||
"Runnable"
|
||||
],
|
||||
"category": "Text Splitters",
|
||||
"description": "splits only on one type of character (defaults to \"\\n\\n\").",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Chunk Size",
|
||||
"name": "chunkSize",
|
||||
"type": "number",
|
||||
"default": 1000,
|
||||
"optional": true,
|
||||
"id": "characterTextSplitter_0-input-chunkSize-number"
|
||||
},
|
||||
{
|
||||
"label": "Chunk Overlap",
|
||||
"name": "chunkOverlap",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"id": "characterTextSplitter_0-input-chunkOverlap-number"
|
||||
},
|
||||
{
|
||||
"label": "Custom Separator",
|
||||
"name": "separator",
|
||||
"type": "string",
|
||||
"placeholder": "\" \"",
|
||||
"description": "Seperator to determine when to split the text, will override the default separator",
|
||||
"optional": true,
|
||||
"id": "characterTextSplitter_0-input-separator-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"chunkSize": "2000",
|
||||
"chunkOverlap": "200",
|
||||
"separator": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "characterTextSplitter_0-output-characterTextSplitter-CharacterTextSplitter|TextSplitter|BaseDocumentTransformer|Runnable",
|
||||
"name": "characterTextSplitter",
|
||||
"label": "CharacterTextSplitter",
|
||||
"type": "CharacterTextSplitter | TextSplitter | BaseDocumentTransformer | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 260.5475803279806,
|
||||
"y": -65.1647664861618
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 332,
|
||||
"id": "openAIEmbeddings_0",
|
||||
"position": {
|
||||
"x": 666.3950526535211,
|
||||
"y": 777.4191705193945
|
||||
},
|
||||
"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,
|
||||
"dragging": false,
|
||||
"positionAbsolute": {
|
||||
"x": 666.3950526535211,
|
||||
"y": 777.4191705193945
|
||||
}
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 482,
|
||||
"id": "searchApi_0",
|
||||
"position": {
|
||||
"x": 680.1258121447145,
|
||||
"y": 144.9905217023999
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "searchApi_0",
|
||||
"label": "SearchApi",
|
||||
"version": 1,
|
||||
"name": "searchApi",
|
||||
"type": "Document",
|
||||
"baseClasses": [
|
||||
"Document"
|
||||
],
|
||||
"category": "Document Loaders",
|
||||
"description": "Load data from real-time search results",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
"name": "credential",
|
||||
"type": "credential",
|
||||
"optional": false,
|
||||
"credentialNames": [
|
||||
"searchApi"
|
||||
],
|
||||
"id": "searchApi_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Query",
|
||||
"name": "query",
|
||||
"type": "string",
|
||||
"optional": true,
|
||||
"id": "searchApi_0-input-query-string"
|
||||
},
|
||||
{
|
||||
"label": "Custom Parameters",
|
||||
"name": "customParameters",
|
||||
"type": "json",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "searchApi_0-input-customParameters-json"
|
||||
},
|
||||
{
|
||||
"label": "Metadata",
|
||||
"name": "metadata",
|
||||
"type": "json",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "searchApi_0-input-metadata-json"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Text Splitter",
|
||||
"name": "textSplitter",
|
||||
"type": "TextSplitter",
|
||||
"optional": true,
|
||||
"id": "searchApi_0-input-textSplitter-TextSplitter"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"query": "",
|
||||
"customParameters": "{\"engine\":\"youtube_transcripts\",\"video_id\":\"0e3GPea1Tyg\"}",
|
||||
"textSplitter": "{{characterTextSplitter_0.data.instance}}",
|
||||
"metadata": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "searchApi_0-output-searchApi-Document",
|
||||
"name": "searchApi",
|
||||
"label": "Document",
|
||||
"type": "Document"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 680.1258121447145,
|
||||
"y": 144.9905217023999
|
||||
},
|
||||
"dragging": false
|
||||
}
|
||||
],
|
||||
"edges": [
|
||||
{
|
||||
"source": "memoryVectorStore_0",
|
||||
"sourceHandle": "memoryVectorStore_0-output-retriever-Memory|VectorStoreRetriever|BaseRetriever",
|
||||
"target": "conversationalRetrievalQAChain_0",
|
||||
"targetHandle": "conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
|
||||
"type": "buttonedge",
|
||||
"id": "memoryVectorStore_0-memoryVectorStore_0-output-retriever-Memory|VectorStoreRetriever|BaseRetriever-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "chatOpenAI_0",
|
||||
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
|
||||
"target": "conversationalRetrievalQAChain_0",
|
||||
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
|
||||
"type": "buttonedge",
|
||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
|
||||
"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": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "characterTextSplitter_0",
|
||||
"sourceHandle": "characterTextSplitter_0-output-characterTextSplitter-CharacterTextSplitter|TextSplitter|BaseDocumentTransformer|Runnable",
|
||||
"target": "searchApi_0",
|
||||
"targetHandle": "searchApi_0-input-textSplitter-TextSplitter",
|
||||
"type": "buttonedge",
|
||||
"id": "characterTextSplitter_0-characterTextSplitter_0-output-characterTextSplitter-CharacterTextSplitter|TextSplitter|BaseDocumentTransformer|Runnable-searchApi_0-searchApi_0-input-textSplitter-TextSplitter",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "searchApi_0",
|
||||
"sourceHandle": "searchApi_0-output-searchApi-Document",
|
||||
"target": "memoryVectorStore_0",
|
||||
"targetHandle": "memoryVectorStore_0-input-document-Document",
|
||||
"type": "buttonedge",
|
||||
"id": "searchApi_0-searchApi_0-output-searchApi-Document-memoryVectorStore_0-memoryVectorStore_0-input-document-Document",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
}
|
||||
]
|
||||
}
|
||||
Reference in New Issue
Block a user