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{
"id" : 6 ,
"title" : "DB Assistant" ,
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"description" : "An advanced agent that converts user queries into SQL statements, executes the queries, and assesses and returns the results. 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. You are also required to configure the corresponding database." ,
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"canvas_type" : "chatbot" ,
"dsl" : {
"answer" : [ ] ,
"components" : {
"Answer:SocialAdsWonder" : {
"downstream" : [
"Retrieval:WetNewsHunt" ,
"Retrieval:OpenWingsRepeat" ,
"Retrieval:StrongDrinksShare"
] ,
"obj" : {
"component_name" : "Answer" ,
"params" : { }
} ,
"upstream" : [
"begin" ,
"Switch:GreatTermsTeach"
]
} ,
"ExeSQL:CoolFactsChew" : {
"downstream" : [
"Switch:GreatTermsTeach"
] ,
"obj" : {
"component_name" : "ExeSQL" ,
"params" : {
"database" : "Your DB name" ,
"db_type" : "mysql" ,
"host" : "Your IP Port" ,
"loop" : 3 ,
"password" : "Your Password" ,
"port" : 3306 ,
"top_n" : 9 ,
"username" : "Your username"
}
} ,
"upstream" : [
"Generate:OliveDotsInvent" ,
"Generate:FloppyHairsFix"
]
} ,
"Generate:FloppyHairsFix" : {
"downstream" : [
"ExeSQL:CoolFactsChew"
] ,
"obj" : {
"component_name" : "Generate" ,
"params" : {
"cite" : true ,
"frequency_penalty" : 0.7 ,
"llm_id" : "deepseek-chat" ,
"max_tokens" : 512 ,
"message_history_window_size" : 12 ,
"parameters" : [
{
"component_id" : "ExeSQL:CoolFactsChew" ,
"id" : "979b8482-28af-4c18-98a6-810963d8f08c" ,
"key" : "exesql_input"
}
] ,
"presence_penalty" : 0.4 ,
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"prompt" : "## You are the Repair SQL Statement Helper, please modify the original SQL statement based on the SQL query error report.\n\n## The contents of the SQL query error report and the original SQL statement are as follows:\n{exesql_input}\n\n## Answer only the modified SQL statement. Each SQL statement ends with semicolon and do not give any explanation, just answer the code." ,
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"temperature" : 0.1 ,
"top_p" : 0.3
}
} ,
"upstream" : [
"Switch:GreatTermsTeach"
]
} ,
"Generate:OliveDotsInvent" : {
"downstream" : [
"ExeSQL:CoolFactsChew"
] ,
"obj" : {
"component_name" : "Generate" ,
"params" : {
"cite" : true ,
"frequency_penalty" : 0.7 ,
"llm_id" : "deepseek-chat" ,
"max_tokens" : 512 ,
"message_history_window_size" : 12 ,
"parameters" : [
{
"component_id" : "Retrieval:StrongDrinksShare" ,
"id" : "36c09e33-bad2-42fe-9a56-f136677bb405" ,
"key" : "ddl_input"
} ,
{
"component_id" : "Retrieval:OpenWingsRepeat" ,
"id" : "e4cfe15e-64cd-4351-b49e-0da2f5c8ec34" ,
"key" : "db_input"
} ,
{
"component_id" : "Retrieval:WetNewsHunt" ,
"id" : "946d8272-fc98-4040-a75f-502df7e4a42e" ,
"key" : "sql_input"
}
] ,
"presence_penalty" : 0.4 ,
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"prompt" : "\n##The user provides a question and you provide SQL. You will only respond with SQL code and not with any explanations.\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: {ddl_input}.\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: {db_input}.\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: {sql_input}.\n\n##Respond with only SQL code. Each SQL code ends with semicolon and do not give any explanation -- just the code." ,
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"temperature" : 0.1 ,
"top_p" : 0.3
}
} ,
"upstream" : [
"Retrieval:StrongDrinksShare" ,
"Retrieval:OpenWingsRepeat" ,
"Retrieval:WetNewsHunt"
]
} ,
"Retrieval:OpenWingsRepeat" : {
"downstream" : [
"Generate:OliveDotsInvent"
] ,
"obj" : {
"component_name" : "Retrieval" ,
"params" : {
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"empty_response" : "Nothing found in DB-Description!" ,
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"kb_ids" : [
"b510f8f45f6011ef904f0242ac160006"
] ,
"keywords_similarity_weight" : 0.3 ,
"similarity_threshold" : 0.2 ,
"top_n" : 8
}
} ,
"upstream" : [
"Answer:SocialAdsWonder"
]
} ,
"Retrieval:StrongDrinksShare" : {
"downstream" : [
"Generate:OliveDotsInvent"
] ,
"obj" : {
"component_name" : "Retrieval" ,
"params" : {
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"empty_response" : "Nothing found in DDL!" ,
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"kb_ids" : [
"9870268e5f6011efb8570242ac160006"
] ,
"keywords_similarity_weight" : 0.1 ,
"similarity_threshold" : 0.02 ,
"top_n" : 18
}
} ,
"upstream" : [
"Answer:SocialAdsWonder"
]
} ,
"Retrieval:WetNewsHunt" : {
"downstream" : [
"Generate:OliveDotsInvent"
] ,
"obj" : {
"component_name" : "Retrieval" ,
"params" : {
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"empty_response" : "Nothing found in Q->SQL!" ,
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"kb_ids" : [
"dd401bcc5b9e11efae770242ac160006"
] ,
"keywords_similarity_weight" : 0.3 ,
"similarity_threshold" : 0.2 ,
"top_n" : 8
}
} ,
"upstream" : [
"Answer:SocialAdsWonder"
]
} ,
"Switch:GreatTermsTeach" : {
"downstream" : [
"Generate:FloppyHairsFix" ,
"Answer:SocialAdsWonder"
] ,
"obj" : {
"component_name" : "Switch" ,
"params" : {
"conditions" : [
{
"items" : [
{
"cpn_id" : "ExeSQL:CoolFactsChew" ,
"operator" : "contains" ,
"value" : "Error"
} ,
{
"cpn_id" : "ExeSQL:CoolFactsChew" ,
"operator" : "start with" ,
"value" : "**Error**"
}
] ,
"logical_operator" : "or" ,
"to" : "Generate:FloppyHairsFix"
}
] ,
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}
} ,
"upstream" : [
"ExeSQL:CoolFactsChew"
]
} ,
"begin" : {
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"Answer:SocialAdsWonder"
] ,
"obj" : {
"component_name" : "Begin" ,
"params" : { }
} ,
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}
} ,
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"id" : "727a0747-826e-4b26-808f-724d054231b4" ,
"source" : "Switch:GreatTermsTeach" ,
"sourceHandle" : "Case 1" ,
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} ,
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"source" : "Switch:GreatTermsTeach" ,
"sourceHandle" : "end_cpn_id" ,
"target" : "Answer:SocialAdsWonder"
} ,
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"id" : "reactflow__edge-Generate:OliveDotsInventb-ExeSQL:CoolFactsChewd" ,
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} ,
"target" : "Switch:GreatTermsTeach" ,
"targetHandle" : "b" ,
"type" : "buttonEdge"
} ,
{
"id" : "reactflow__edge-Generate:FloppyHairsFixd-ExeSQL:CoolFactsChewb" ,
"markerEnd" : "logo" ,
"source" : "Generate:FloppyHairsFix" ,
"sourceHandle" : "d" ,
"style" : {
"stroke" : "rgb(202 197 245)" ,
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} ,
"target" : "ExeSQL:CoolFactsChew" ,
"targetHandle" : "b" ,
"type" : "buttonEdge"
}
] ,
"nodes" : [
{
"data" : {
"label" : "Begin" ,
"name" : "begin"
} ,
"dragging" : false ,
"height" : 50 ,
"id" : "begin" ,
"position" : {
"x" : -502.15446588701354 ,
"y" : 151.09869460419435
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"positionAbsolute" : {
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"selected" : false ,
"sourcePosition" : "left" ,
"targetPosition" : "right" ,
"type" : "beginNode" ,
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"data" : {
"form" : { } ,
"label" : "Answer" ,
"name" : "interface"
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"dragging" : false ,
"height" : 100 ,
"id" : "Answer:SocialAdsWonder" ,
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"data" : {
"form" : {
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"empty_response" : "Nothing found in Q->SQL!" ,
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"kb_ids" : [
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"keywords_similarity_weight" : 0.3 ,
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"top_n" : 8
} ,
"label" : "Retrieval" ,
"name" : "Q->SQL"
} ,
"dragging" : false ,
"height" : 100 ,
"id" : "Retrieval:WetNewsHunt" ,
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} ,
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"data" : {
"form" : {
"cite" : true ,
"frequencyPenaltyEnabled" : true ,
"frequency_penalty" : 0.7 ,
"llm_id" : "deepseek-chat" ,
"maxTokensEnabled" : true ,
"max_tokens" : 256 ,
"message_history_window_size" : 12 ,
"parameters" : [
{
"component_id" : "Retrieval:StrongDrinksShare" ,
"id" : "36c09e33-bad2-42fe-9a56-f136677bb405" ,
"key" : "ddl_input"
} ,
{
"component_id" : "Retrieval:OpenWingsRepeat" ,
"id" : "e4cfe15e-64cd-4351-b49e-0da2f5c8ec34" ,
"key" : "db_input"
} ,
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"component_id" : "Retrieval:WetNewsHunt" ,
"id" : "946d8272-fc98-4040-a75f-502df7e4a42e" ,
"key" : "sql_input"
}
] ,
"presencePenaltyEnabled" : true ,
"presence_penalty" : 0.4 ,
"prompt" : "\n##The user provides a question and you provide SQL. You will only respond with SQL code and not with any explanations.\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: {ddl_input}.\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: {db_input}.\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: {sql_input}.\n\n##Respond with only SQL code. Do not answer with any explanations -- just the code." ,
"temperature" : 0.1 ,
"temperatureEnabled" : true ,
"topPEnabled" : true ,
"top_p" : 0.3
} ,
"label" : "Generate" ,
"name" : "Generate SQL Statement LLM"
} ,
"dragging" : false ,
"height" : 150 ,
"id" : "Generate:OliveDotsInvent" ,
"position" : {
"x" : 228.17845935020443 ,
"y" : 102.9434103991
} ,
"positionAbsolute" : {
"x" : 228.17845935020443 ,
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} ,
"selected" : false ,
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"type" : "logicNode" ,
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} ,
{
"data" : {
"form" : {
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"empty_response" : "Nothing found in DB-Description!" ,
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"kb_ids" : [
"b510f8f45f6011ef904f0242ac160006"
] ,
"keywords_similarity_weight" : 0.3 ,
"similarity_threshold" : 0.2 ,
"top_n" : 8
} ,
"label" : "Retrieval" ,
"name" : "DB Description"
} ,
"dragging" : false ,
"height" : 100 ,
"id" : "Retrieval:OpenWingsRepeat" ,
"position" : {
"x" : -37.01242367263157 ,
"y" : 269.6456054919204
} ,
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} ,
{
"data" : {
"form" : {
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"empty_response" : "Nothing found in DDL!" ,
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"kb_ids" : [
"9870268e5f6011efb8570242ac160006"
] ,
"keywords_similarity_weight" : 0.1 ,
"similarity_threshold" : 0.02 ,
"top_n" : 18
} ,
"label" : "Retrieval" ,
"name" : "DDL"
} ,
"dragging" : false ,
"height" : 100 ,
"id" : "Retrieval:StrongDrinksShare" ,
"position" : {
"x" : -34.942728410599784 ,
"y" : -7.316435660083982
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"targetPosition" : "left" ,
"type" : "logicNode" ,
"width" : 100
} ,
{
"data" : {
"form" : {
"database" : "Your DB name" ,
"db_type" : "mysql" ,
"host" : "Your IP Port" ,
"loop" : 3 ,
"password" : "Your Password" ,
"port" : 3306 ,
"top_n" : 9 ,
"username" : "Your username"
} ,
"label" : "ExeSQL" ,
"name" : "Execute SQL"
} ,
"dragging" : false ,
"height" : 50 ,
"id" : "ExeSQL:CoolFactsChew" ,
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} ,
{
"cpn_id" : "ExeSQL:CoolFactsChew" ,
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"value" : "**Error**"
}
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"to" : "Generate:FloppyHairsFix"
}
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} ,
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}
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"temperature" : 0.1 ,
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} ,
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"name" : "Fix SQL Statement LLM"
} ,
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]
} ,
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