335 lines
47 KiB
JSON
335 lines
47 KiB
JSON
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{
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"id": 0,
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"title": "Chat bot",
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"description": "A general chat bot. It is based on Self-RAG mechanism. What you need to do is setting up knowleage base in 'Retrieval'",
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"canvas_type": "chatbot",
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"dsl": {
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"answer": [],
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"components": {
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"answer:0": {
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"downstream": ["retrieval:0"],
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"obj": {
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"component_name": "Answer",
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"params": {}
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},
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"upstream": ["begin", "generate:0"]
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},
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"begin": {
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"downstream": ["answer:0"],
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"obj": {
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"component_name": "Begin",
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"params": {
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"prologue": "Hi there!"
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}
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},
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"upstream": []
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},
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"generate:0": {
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"downstream": ["answer:0"],
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"obj": {
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"component_name": "Generate",
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"params": {
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"llm_id": "deepseek-chat",
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"prompt": "You are an intelligent assistant. Please answer the question based on content of knowledge base. When all knowledge base content is irrelevant to the question, your answer must include the sentence \"The answer you are looking for is not found in the knowledge base!\". Answers need to consider chat history.\n Knowledge base content is as following:\n {input}\n The above is the content of knowledge base."
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}
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},
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"upstream": ["relevant:0"]
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},
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"relevant:0": {
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"downstream": ["rewrite:0", "generate:0"],
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"obj": {
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"component_name": "Relevant",
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"params": {
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"llm_id": "deepseek-chat",
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"no": "rewrite:0",
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"temperature": 0.02,
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"yes": "generate:0"
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}
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},
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"upstream": ["retrieval:0"]
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},
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"retrieval:0": {
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"downstream": ["relevant:0"],
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"obj": {
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"component_name": "Retrieval",
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"params": {
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"empty_response": "Sorry, knowledge base has noting related information.",
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"kb_ids": ["869a236818b811ef91dffa163e197198"],
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"keywords_similarity_weight": 0.3,
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"rerank_id": "BAAI/bge-reranker-v2-m3",
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"similarity_threshold": 0.2,
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"top_k": 1024,
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"top_n": 6
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}
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},
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"upstream": ["answer:0", "rewrite:0"]
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},
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"rewrite:0": {
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"downstream": ["retrieval:0"],
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"obj": {
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"component_name": "RewriteQuestion",
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"params": {
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"llm_id": "deepseek-chat",
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"temperature": 0.8
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}
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},
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"upstream": ["relevant:0"]
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}
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},
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"graph": {
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"edges": [
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{
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"id": "81de838d-a541-4b3f-9d68-9172ffd7c6b4",
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"label": "",
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"source": "begin",
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"target": "answer:0"
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},
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{
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"id": "reactflow__edge-answer:0b-retrieval:0c",
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"markerEnd": "logo",
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"source": "answer:0",
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"sourceHandle": "b",
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"style": {
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"stroke": "rgb(202 197 245)",
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"strokeWidth": 2
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},
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"target": "retrieval:0",
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"targetHandle": "c",
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"type": "buttonEdge"
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},
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{
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"id": "reactflow__edge-generate:0d-answer:0a",
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"markerEnd": "logo",
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"source": "generate:0",
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"sourceHandle": "d",
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"style": {
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"stroke": "rgb(202 197 245)",
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"strokeWidth": 2
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},
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"target": "answer:0",
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"targetHandle": "a",
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"type": "buttonEdge"
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},
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{
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"id": "reactflow__edge-retrieval:0a-relevant:0b",
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"markerEnd": "logo",
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"source": "retrieval:0",
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"sourceHandle": "a",
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"style": {
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"stroke": "rgb(202 197 245)",
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"strokeWidth": 2
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},
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"target": "relevant:0",
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"targetHandle": "b",
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"type": "buttonEdge"
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},
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{
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"id": "reactflow__edge-rewrite:0d-retrieval:0b",
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"markerEnd": "logo",
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"source": "rewrite:0",
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"sourceHandle": "d",
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"style": {
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"stroke": "rgb(202 197 245)",
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"strokeWidth": 2
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},
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"target": "retrieval:0",
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"targetHandle": "b",
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"type": "buttonEdge"
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},
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{
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"id": "reactflow__edge-relevant:0no-rewrite:0a",
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"markerEnd": "logo",
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"source": "relevant:0",
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"sourceHandle": "no",
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"style": {
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"stroke": "rgb(202 197 245)",
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"strokeWidth": 2
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},
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"target": "rewrite:0",
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"targetHandle": "a",
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"type": "buttonEdge"
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},
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{
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"id": "reactflow__edge-relevant:0yes-generate:0b",
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"markerEnd": "logo",
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"source": "relevant:0",
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"sourceHandle": "yes",
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"style": {
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"stroke": "rgb(202 197 245)",
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"strokeWidth": 2
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},
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"target": "generate:0",
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"targetHandle": "b",
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"type": "buttonEdge"
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}
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],
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"nodes": [
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{
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"data": {
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"form": {
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"prologue": "Hi there!"
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},
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"label": "Begin",
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"name": "Opening"
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},
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"dragging": false,
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"height": 50,
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"id": "begin",
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"position": {
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"x": -304.50000000000006,
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"y": -2.9994670375766646
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},
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"positionAbsolute": {
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"x": -304.50000000000006,
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"y": -2.9994670375766646
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},
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"selected": false,
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"sourcePosition": "left",
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"targetPosition": "right",
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"type": "beginNode",
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"width": 50
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},
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{
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"data": {
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"form": {},
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"label": "Answer",
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"name": "Interface"
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},
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"dragging": false,
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"height": 100,
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"id": "answer:0",
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"position": {
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"x": -89.78929141627594,
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"y": -29.530900170597448
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},
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"positionAbsolute": {
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"x": -89.78929141627594,
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"y": -29.530900170597448
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},
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"selected": false,
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"sourcePosition": "left",
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"targetPosition": "right",
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"type": "ragNode",
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"width": 100
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},
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{
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"data": {
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"form": {
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"empty_response": "Sorry, knowledge base has noting related information.",
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"kb_ids": ["869a236818b811ef91dffa163e197198"],
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"keywords_similarity_weight": 0.3,
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"rerank_id": "BAAI/bge-reranker-v2-m3",
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"similarity_threshold": 0.2,
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"top_k": 1024,
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"top_n": 6
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},
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"label": "Retrieval",
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"name": "Search KB"
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},
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"dragging": false,
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"height": 100,
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"id": "retrieval:0",
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"position": {
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"x": 225.1100159655728,
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"y": -28.569259485130402
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},
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"positionAbsolute": {
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"x": 225.1100159655728,
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"y": -28.569259485130402
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},
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"selected": true,
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"sourcePosition": "left",
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"targetPosition": "right",
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"type": "ragNode",
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"width": 100
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},
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{
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"data": {
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"form": {
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"llm_id": "deepseek-chat",
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"no": "rewrite:0",
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"temperature": 0.02,
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"yes": "generate:0"
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},
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"label": "Relevant",
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"name": "Relevant?"
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},
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"dragging": false,
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"height": 70,
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"id": "relevant:0",
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"position": {
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"x": 225.36494412049518,
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"y": 307.7194989687223
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},
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"positionAbsolute": {
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"x": 225.36494412049518,
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"y": 307.7194989687223
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},
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"selected": false,
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"sourcePosition": "left",
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"targetPosition": "right",
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"type": "relevantNode",
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"width": 70
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},
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{
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"data": {
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"form": {
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"llm_id": "deepseek-chat",
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"prompt": "You are an intelligent assistant. Please answer the question based on content of knowledge base. When all knowledge base content is irrelevant to the question, your answer must include the sentence \"The answer you are looking for is not found in the knowledge base!\". Answers need to consider chat history.\n Knowledge base content is as following:\n {input}\n The above is the content of knowledge base.",
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"temperature": 0.02
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},
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"label": "Generate",
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"name": "LLM"
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},
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"dragging": false,
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"height": 150,
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"id": "generate:0",
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"position": {
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"x": -90.09669656497177,
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"y": 192.12280240375043
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},
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"positionAbsolute": {
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"x": -90.09669656497177,
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"y": 192.12280240375043
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},
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"selected": false,
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"sourcePosition": "left",
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"targetPosition": "right",
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"type": "ragNode",
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"width": 150
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},
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{
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"data": {
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"form": {
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"llm_id": "deepseek-chat",
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"temperature": 0.8
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},
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"label": "RewriteQuestion",
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"name": "Refine Ques"
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},
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"dragging": false,
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"height": 70,
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"id": "rewrite:0",
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"position": {
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"x": 416.0628662660416,
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"y": 144.09722952739514
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},
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"positionAbsolute": {
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"x": 416.0628662660416,
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"y": 144.09722952739514
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},
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"selected": false,
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"sourcePosition": "left",
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"targetPosition": "right",
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"type": "ragNode",
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"width": 70
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}
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||
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]
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},
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"history": [],
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"messages": [],
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"path": [],
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"reference": []
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},
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