652 lines
38 KiB
JSON
652 lines
38 KiB
JSON
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{
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"id": 5,
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"title": "Text To SQL",
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"description": "An agent that converts user queries into SQL statements. You must prepare three knowledge bases: 1: DDL for your database; 2: Examples of user queries converted to SQL statements; 3: A comprehensive description of your database, including but not limited to tables and records.",
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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:SocialAdsWonder": {
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"downstream": [
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"Retrieval:TrueCornersJam",
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"Retrieval:EasyDryersShop",
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"Retrieval:LazyChefsWatch"
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],
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"obj": {
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"component_name": "Answer",
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"inputs": [],
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"output": null,
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"params": {
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"debug_inputs": [],
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"inputs": [],
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"message_history_window_size": 22,
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"output": null,
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"output_var_name": "output",
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"post_answers": [],
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"query": []
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}
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},
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"upstream": [
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"begin",
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"Generate:CurlyFalconsWorry"
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]
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},
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"Generate:CurlyFalconsWorry": {
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"downstream": [
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"Answer:SocialAdsWonder"
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],
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"obj": {
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"component_name": "Generate",
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"inputs": [],
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"output": null,
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"params": {
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"cite": false,
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"debug_inputs": [],
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"frequency_penalty": 0.7,
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"inputs": [],
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"llm_id": "deepseek-chat@DeepSeek",
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"max_tokens": 0,
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"message_history_window_size": 1,
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"output": null,
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"output_var_name": "output",
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"parameters": [],
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"presence_penalty": 0.4,
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"prompt": "##The user provides a question and you provide SQL. You will only respond with SQL code and not with any explanations.\n\n##Respond with only SQL code. Do not answer with any explanations -- just the code.\n\n##You may use the following DDL statements as a reference for what tables might be available. Use responses to past questions also to guide you: {Retrieval:TrueCornersJam}.\n\n##You may use the following documentation as a reference for what tables might be available. Use responses to past questions also to guide you: {Retrieval:LazyChefsWatch}.\n\n##You may use the following SQL statements as a reference for what tables might be available. Use responses to past questions also to guide you: {Retrieval:EasyDryersShop}.\n\n",
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"query": [],
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"temperature": 0.1,
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"top_p": 0.3
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}
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},
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"upstream": [
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"Retrieval:LazyChefsWatch",
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"Retrieval:EasyDryersShop",
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"Retrieval:TrueCornersJam"
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]
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},
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"Retrieval:EasyDryersShop": {
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"downstream": [
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"Generate:CurlyFalconsWorry"
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],
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"obj": {
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"component_name": "Retrieval",
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"inputs": [],
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"output": null,
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"params": {
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"debug_inputs": [],
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"empty_response": "Nothing found in Q-SQL!",
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"inputs": [],
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"kb_ids": [],
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"keywords_similarity_weight": 0.3,
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"message_history_window_size": 22,
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"output": null,
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"output_var_name": "output",
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"query": [],
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"rerank_id": "",
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"similarity_threshold": 0.2,
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"top_k": 1024,
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"top_n": 8
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}
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},
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"upstream": [
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"Answer:SocialAdsWonder"
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]
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},
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"Retrieval:LazyChefsWatch": {
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"downstream": [
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"Generate:CurlyFalconsWorry"
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],
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"obj": {
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"component_name": "Retrieval",
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"inputs": [],
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"output": null,
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"params": {
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"debug_inputs": [],
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"empty_response": "Nothing found in DB-Description!",
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"inputs": [],
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"kb_ids": [],
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"keywords_similarity_weight": 0.3,
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"message_history_window_size": 22,
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"output": null,
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"output_var_name": "output",
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"query": [],
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"rerank_id": "",
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"similarity_threshold": 0.2,
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"top_k": 1024,
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"top_n": 8
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}
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},
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"upstream": [
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"Answer:SocialAdsWonder"
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]
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},
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"Retrieval:TrueCornersJam": {
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"downstream": [
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"Generate:CurlyFalconsWorry"
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],
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"obj": {
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"component_name": "Retrieval",
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"inputs": [],
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"output": null,
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"params": {
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"debug_inputs": [],
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"empty_response": "Nothing found in DDL!",
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"inputs": [],
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"kb_ids": [],
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"keywords_similarity_weight": 0.3,
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"message_history_window_size": 22,
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"output": null,
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"output_var_name": "output",
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"query": [],
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"rerank_id": "",
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"similarity_threshold": 0.02,
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"top_k": 1024,
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"top_n": 8
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}
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},
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"upstream": [
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"Answer:SocialAdsWonder"
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]
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},
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"begin": {
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"downstream": [
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"Answer:SocialAdsWonder"
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],
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"obj": {
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"component_name": "Begin",
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"inputs": [],
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"output": null,
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"params": {
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"debug_inputs": [],
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"inputs": [],
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"message_history_window_size": 22,
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"output": null,
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"output_var_name": "output",
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"prologue": "Hi! I'm your smart assistant. What can I do for you?",
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"query": []
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}
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},
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"upstream": []
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}
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},
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"embed_id": "",
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"graph": {
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"edges": [
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{
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"id": "reactflow__edge-begin-Answer:SocialAdsWonderc",
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"markerEnd": "logo",
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"source": "begin",
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"sourceHandle": null,
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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:SocialAdsWonder",
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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-Answer:SocialAdsWonderb-Retrieval:TrueCornersJamc",
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"stroke": "rgb(202 197 245)",
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"strokeWidth": 2
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"target": "Retrieval:TrueCornersJam",
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"targetHandle": "c",
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"strokeWidth": 2
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{
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"id": "reactflow__edge-Answer:SocialAdsWonderb-Retrieval:LazyChefsWatchc",
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"strokeWidth": 2
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},
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"stroke": "rgb(202 197 245)",
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"strokeWidth": 2
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},
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"style": {
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"stroke": "rgb(202 197 245)",
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"strokeWidth": 2
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"markerEnd": "logo",
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"stroke": "rgb(202 197 245)",
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},
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"target": "Answer:SocialAdsWonder",
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"zIndex": 1001
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],
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"nodes": [
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{
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"data": {
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"label": "Begin",
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"name": "begin"
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},
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"height": 44,
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"id": "begin",
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"measured": {
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"width": 100
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},
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"position": {
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"x": -520.486587527275,
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},
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},
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"selected": false,
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"type": "beginNode"
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},
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{
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"data": {
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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": 44,
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"id": "Answer:SocialAdsWonder",
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"measured": {
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"height": 44,
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"width": 200
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},
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"position": {
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"x": -237.69220760465112,
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},
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},
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"selected": false,
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"type": "logicNode",
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"width": 200
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},
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{
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"data": {
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||
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"form": {
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||
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"empty_response": "Nothing found in DDL!",
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||
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"kb_ids": [],
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"keywords_similarity_weight": 0.3,
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||
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"similarity_threshold": 0.02,
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"top_n": 8
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},
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"label": "Retrieval",
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"name": "DDL"
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},
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"dragging": false,
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"height": 44,
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"id": "Retrieval:TrueCornersJam",
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"measured": {
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"height": 44,
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"width": 200
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},
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"position": {
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"x": 119.61927071085717,
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"y": -40.184181873335746
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},
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"positionAbsolute": {
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"x": 119.61927071085717,
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"y": -40.184181873335746
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},
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"selected": false,
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||
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"sourcePosition": "right",
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"targetPosition": "left",
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"type": "retrievalNode",
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"width": 200
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},
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{
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||
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"data": {
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"form": {
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"empty_response": "Nothing found in Q-SQL!",
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||
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"kb_ids": [],
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"keywords_similarity_weight": 0.3,
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"similarity_threshold": 0.2,
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"top_n": 8
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},
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"label": "Retrieval",
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"name": "Q->SQL"
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},
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"dragging": false,
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||
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"height": 44,
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||
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"id": "Retrieval:EasyDryersShop",
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"measured": {
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||
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"height": 44,
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||
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"width": 200
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},
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"position": {
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"x": 80.07777425685605,
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"y": 120.03075150115158
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},
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"positionAbsolute": {
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"x": 81.2024576603057,
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"y": 94.16303322180948
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},
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"selected": false,
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||
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"sourcePosition": "right",
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|
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"targetPosition": "left",
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"type": "retrievalNode",
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"width": 200
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},
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||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"form": {
|
||
|
|
"empty_response": "Nothing found in DB-Description!",
|
||
|
|
"kb_ids": [],
|
||
|
|
"keywords_similarity_weight": 0.3,
|
||
|
|
"similarity_threshold": 0.2,
|
||
|
|
"top_n": 8
|
||
|
|
},
|
||
|
|
"label": "Retrieval",
|
||
|
|
"name": "DB Description"
|
||
|
|
},
|
||
|
|
"dragging": false,
|
||
|
|
"height": 44,
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||
|
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"id": "Retrieval:LazyChefsWatch",
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||
|
|
"measured": {
|
||
|
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"height": 44,
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||
|
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"width": 200
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},
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"position": {
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"x": 51.228157704293324,
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"y": 252.77721891325103
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},
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"positionAbsolute": {
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"x": 51.228157704293324,
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"y": 252.77721891325103
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},
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"selected": false,
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||
|
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"sourcePosition": "right",
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||
|
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"targetPosition": "left",
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||
|
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"type": "retrievalNode",
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"width": 200
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},
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||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"form": {
|
||
|
|
"text": "Receives a sentence that the user wants to convert into SQL and displays the result of the large model's SQL conversion."
|
||
|
|
},
|
||
|
|
"label": "Note",
|
||
|
|
"name": "N: Interface"
|
||
|
|
},
|
||
|
|
"dragHandle": ".note-drag-handle",
|
||
|
|
"dragging": false,
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||
|
|
"height": 132,
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"id": "Note:GentleRabbitsWonder",
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||
|
|
"measured": {
|
||
|
|
"height": 132,
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||
|
|
"width": 324
|
||
|
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},
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||
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|
"position": {
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||
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"x": -287.3066094433631,
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||
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"y": -30.808189185380513
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},
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"positionAbsolute": {
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"x": -287.3066094433631,
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"y": -30.808189185380513
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},
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||
|
|
"resizing": false,
|
||
|
|
"selected": false,
|
||
|
|
"sourcePosition": "right",
|
||
|
|
"style": {
|
||
|
|
"height": 132,
|
||
|
|
"width": 324
|
||
|
|
},
|
||
|
|
"targetPosition": "left",
|
||
|
|
"type": "noteNode",
|
||
|
|
"width": 324
|
||
|
|
},
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||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"form": {
|
||
|
|
"text": "The large model learns which tables may be available based on the responses from three knowledge bases and converts the user's input into SQL statements."
|
||
|
|
},
|
||
|
|
"label": "Note",
|
||
|
|
"name": "N: LLM"
|
||
|
|
},
|
||
|
|
"dragHandle": ".note-drag-handle",
|
||
|
|
"dragging": false,
|
||
|
|
"height": 163,
|
||
|
|
"id": "Note:SixCitiesJoke",
|
||
|
|
"measured": {
|
||
|
|
"height": 163,
|
||
|
|
"width": 334
|
||
|
|
},
|
||
|
|
"position": {
|
||
|
|
"x": 19.243366453487255,
|
||
|
|
"y": 531.9336820600888
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||
|
|
},
|
||
|
|
"positionAbsolute": {
|
||
|
|
"x": 5.12121582244032,
|
||
|
|
"y": 637.6539219843564
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||
|
|
},
|
||
|
|
"resizing": false,
|
||
|
|
"selected": false,
|
||
|
|
"sourcePosition": "right",
|
||
|
|
"style": {
|
||
|
|
"height": 147,
|
||
|
|
"width": 326
|
||
|
|
},
|
||
|
|
"targetPosition": "left",
|
||
|
|
"type": "noteNode",
|
||
|
|
"width": 334
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"form": {
|
||
|
|
"text": "Searches for description about meanings of tables and fields."
|
||
|
|
},
|
||
|
|
"label": "Note",
|
||
|
|
"name": "N: DB description"
|
||
|
|
},
|
||
|
|
"dragHandle": ".note-drag-handle",
|
||
|
|
"dragging": false,
|
||
|
|
"height": 128,
|
||
|
|
"id": "Note:FamousCarpetsTaste",
|
||
|
|
"measured": {
|
||
|
|
"height": 128,
|
||
|
|
"width": 269
|
||
|
|
},
|
||
|
|
"position": {
|
||
|
|
"x": 399.9267065852242,
|
||
|
|
"y": 250.0329701879931
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||
|
|
},
|
||
|
|
"positionAbsolute": {
|
||
|
|
"x": 399.9267065852242,
|
||
|
|
"y": 250.0329701879931
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||
|
|
},
|
||
|
|
"selected": false,
|
||
|
|
"sourcePosition": "right",
|
||
|
|
"targetPosition": "left",
|
||
|
|
"type": "noteNode",
|
||
|
|
"width": 269
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"form": {
|
||
|
|
"text": "Searches for samples about question to SQL.\nPlease check this dataset: https://huggingface.co/datasets/InfiniFlow/text2sql"
|
||
|
|
},
|
||
|
|
"label": "Note",
|
||
|
|
"name": "N: Q->SQL"
|
||
|
|
},
|
||
|
|
"dragHandle": ".note-drag-handle",
|
||
|
|
"dragging": false,
|
||
|
|
"height": 140,
|
||
|
|
"id": "Note:PoliteBeesArrive",
|
||
|
|
"measured": {
|
||
|
|
"height": 140,
|
||
|
|
"width": 455
|
||
|
|
},
|
||
|
|
"position": {
|
||
|
|
"x": 491.0393427986917,
|
||
|
|
"y": 96.58232093146341
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||
|
|
},
|
||
|
|
"positionAbsolute": {
|
||
|
|
"x": 489.0393427986917,
|
||
|
|
"y": 96.58232093146341
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||
|
|
},
|
||
|
|
"resizing": false,
|
||
|
|
"selected": false,
|
||
|
|
"sourcePosition": "right",
|
||
|
|
"style": {
|
||
|
|
"height": 130,
|
||
|
|
"width": 451
|
||
|
|
},
|
||
|
|
"targetPosition": "left",
|
||
|
|
"type": "noteNode",
|
||
|
|
"width": 455
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"form": {
|
||
|
|
"text": "DDL(Data Definition Language).\n\nSearches for relevant database creation statements.\n\nIt should bind with a KB to which DDL is dumped in.\nYou could use 'General' as parsing method and ';' as delimiter."
|
||
|
|
},
|
||
|
|
"label": "Note",
|
||
|
|
"name": "N: DDL"
|
||
|
|
},
|
||
|
|
"dragHandle": ".note-drag-handle",
|
||
|
|
"dragging": false,
|
||
|
|
"height": 272,
|
||
|
|
"id": "Note:SmartWingsDouble",
|
||
|
|
"measured": {
|
||
|
|
"height": 272,
|
||
|
|
"width": 288
|
||
|
|
},
|
||
|
|
"position": {
|
||
|
|
"x": 406.6930553966363,
|
||
|
|
"y": -208.84980249039137
|
||
|
|
},
|
||
|
|
"positionAbsolute": {
|
||
|
|
"x": 404.1930553966363,
|
||
|
|
"y": -208.84980249039137
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||
|
|
},
|
||
|
|
"resizing": false,
|
||
|
|
"selected": false,
|
||
|
|
"sourcePosition": "right",
|
||
|
|
"style": {
|
||
|
|
"height": 258,
|
||
|
|
"width": 283
|
||
|
|
},
|
||
|
|
"targetPosition": "left",
|
||
|
|
"type": "noteNode",
|
||
|
|
"width": 288
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"form": {
|
||
|
|
"cite": false,
|
||
|
|
"frequencyPenaltyEnabled": true,
|
||
|
|
"frequency_penalty": 0.7,
|
||
|
|
"llm_id": "deepseek-chat@DeepSeek",
|
||
|
|
"maxTokensEnabled": false,
|
||
|
|
"max_tokens": 256,
|
||
|
|
"message_history_window_size": 1,
|
||
|
|
"parameter": "Precise",
|
||
|
|
"parameters": [],
|
||
|
|
"presencePenaltyEnabled": true,
|
||
|
|
"presence_penalty": 0.4,
|
||
|
|
"prompt": "##The user provides a question and you provide SQL. You will only respond with SQL code and not with any explanations.\n\n##Respond with only SQL code. Do not answer with any explanations -- just the code.\n\n##You may use the following DDL statements as a reference for what tables might be available. Use responses to past questions also to guide you: {Retrieval:TrueCornersJam}.\n\n##You may use the following documentation as a reference for what tables might be available. Use responses to past questions also to guide you: {Retrieval:LazyChefsWatch}.\n\n##You may use the following SQL statements as a reference for what tables might be available. Use responses to past questions also to guide you: {Retrieval:EasyDryersShop}.\n\n",
|
||
|
|
"temperature": 0.1,
|
||
|
|
"temperatureEnabled": true,
|
||
|
|
"topPEnabled": true,
|
||
|
|
"top_p": 0.3
|
||
|
|
},
|
||
|
|
"label": "Generate",
|
||
|
|
"name": "GenSQL"
|
||
|
|
},
|
||
|
|
"dragging": false,
|
||
|
|
"id": "Generate:CurlyFalconsWorry",
|
||
|
|
"measured": {
|
||
|
|
"height": 106,
|
||
|
|
"width": 200
|
||
|
|
},
|
||
|
|
"position": {
|
||
|
|
"x": 10.728415797190792,
|
||
|
|
"y": 410.2569651241076
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||
|
|
},
|
||
|
|
"selected": false,
|
||
|
|
"sourcePosition": "right",
|
||
|
|
"targetPosition": "left",
|
||
|
|
"type": "generateNode"
|
||
|
|
}
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"history": [],
|
||
|
|
"messages": [],
|
||
|
|
"path": [],
|
||
|
|
"reference": []
|
||
|
|
},
|
||
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