682 lines
61 KiB
JSON
682 lines
61 KiB
JSON
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{
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"id": 6,
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"title": "DB Assistant",
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"description": "Database query assistant. It converts questions into SQL statements and queries them in the database. You need to provide 3 kinds of knowledge base: 1. DDL data in the database. 2. Sample text questions converted to SQL statements. 3. A description of the database contents, including but not limited to: tables, records, and so on. You will also need to set up database configuration information: like IP Port ...",
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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:WetNewsHunt",
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"Retrieval:OpenWingsRepeat",
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"Retrieval:StrongDrinksShare"
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],
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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": [
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"begin",
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"Switch:GreatTermsTeach"
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]
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},
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"ExeSQL:CoolFactsChew": {
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"downstream": [
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"Switch:GreatTermsTeach"
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],
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"obj": {
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"component_name": "ExeSQL",
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"params": {
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"database": "Your DB name",
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"db_type": "mysql",
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"host": "Your IP Port",
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"loop": 3,
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"password": "Your Password",
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"port": 3306,
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"top_n": 9,
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"username": "Your username"
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}
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},
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"upstream": [
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"Generate:OliveDotsInvent",
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"Generate:FloppyHairsFix"
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]
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},
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"Generate:FloppyHairsFix": {
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"downstream": [
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"ExeSQL:CoolFactsChew"
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],
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"obj": {
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"component_name": "Generate",
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"params": {
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"cite": true,
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"frequency_penalty": 0.7,
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"llm_id": "deepseek-chat",
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"max_tokens": 512,
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"message_history_window_size": 12,
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"parameters": [
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{
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"component_id": "ExeSQL:CoolFactsChew",
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"id": "979b8482-28af-4c18-98a6-810963d8f08c",
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"key": "exesql_input"
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}
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],
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"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. Please do not give any explanation, just answer the code.",
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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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"Switch:GreatTermsTeach"
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]
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},
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"Generate:OliveDotsInvent": {
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"downstream": [
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"ExeSQL:CoolFactsChew"
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],
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"obj": {
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"component_name": "Generate",
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"params": {
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"cite": true,
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"frequency_penalty": 0.7,
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"llm_id": "deepseek-chat",
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"max_tokens": 512,
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"message_history_window_size": 12,
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"parameters": [
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{
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"component_id": "Retrieval:StrongDrinksShare",
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"id": "36c09e33-bad2-42fe-9a56-f136677bb405",
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"key": "ddl_input"
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},
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{
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"component_id": "Retrieval:OpenWingsRepeat",
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"id": "e4cfe15e-64cd-4351-b49e-0da2f5c8ec34",
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"key": "db_input"
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},
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{
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"component_id": "Retrieval:WetNewsHunt",
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"id": "946d8272-fc98-4040-a75f-502df7e4a42e",
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"key": "sql_input"
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}
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],
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"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. Do not answer with any explanations -- just the code.",
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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:StrongDrinksShare",
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"Retrieval:OpenWingsRepeat",
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"Retrieval:WetNewsHunt"
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]
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},
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"Retrieval:OpenWingsRepeat": {
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"downstream": [
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"Generate:OliveDotsInvent"
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],
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"obj": {
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"component_name": "Retrieval",
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"params": {
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"kb_ids": [
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"b510f8f45f6011ef904f0242ac160006"
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],
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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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},
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"upstream": [
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"Answer:SocialAdsWonder"
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]
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},
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"Retrieval:StrongDrinksShare": {
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"downstream": [
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"Generate:OliveDotsInvent"
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],
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"obj": {
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"component_name": "Retrieval",
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"params": {
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"kb_ids": [
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"9870268e5f6011efb8570242ac160006"
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],
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"keywords_similarity_weight": 0.1,
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"similarity_threshold": 0.02,
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"top_n": 18
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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:WetNewsHunt": {
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"downstream": [
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"Generate:OliveDotsInvent"
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],
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"obj": {
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"component_name": "Retrieval",
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"params": {
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"kb_ids": [
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"dd401bcc5b9e11efae770242ac160006"
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],
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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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},
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"upstream": [
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"Answer:SocialAdsWonder"
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]
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},
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"Switch:GreatTermsTeach": {
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"downstream": [
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"Generate:FloppyHairsFix",
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"Answer:SocialAdsWonder"
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],
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"obj": {
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"component_name": "Switch",
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"params": {
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"conditions": [
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{
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"items": [
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{
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"cpn_id": "ExeSQL:CoolFactsChew",
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"operator": "contains",
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"value": "Error"
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},
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{
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"cpn_id": "ExeSQL:CoolFactsChew",
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"operator": "start with",
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"value": "**Error**"
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}
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],
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"logical_operator": "or",
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"to": "Generate:FloppyHairsFix"
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}
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],
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"end_cpn_id": "Answer:SocialAdsWonder"
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}
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},
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"upstream": [
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"ExeSQL:CoolFactsChew"
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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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"params": {}
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},
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"upstream": []
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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": "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:WetNewsHuntc",
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"markerEnd": "logo",
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"source": "Answer:SocialAdsWonder",
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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:WetNewsHunt",
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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:OpenWingsRepeatc",
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"markerEnd": "logo",
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"source": "Answer:SocialAdsWonder",
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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:OpenWingsRepeat",
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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:StrongDrinksSharec",
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"markerEnd": "logo",
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"source": "Answer:SocialAdsWonder",
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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:StrongDrinksShare",
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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-Retrieval:StrongDrinksShareb-Generate:OliveDotsInventc",
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"markerEnd": "logo",
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"source": "Retrieval:StrongDrinksShare",
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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": "Generate:OliveDotsInvent",
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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-Retrieval:OpenWingsRepeatb-Generate:OliveDotsInventc",
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"markerEnd": "logo",
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"source": "Retrieval:OpenWingsRepeat",
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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": "Generate:OliveDotsInvent",
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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-Retrieval:WetNewsHuntb-Generate:OliveDotsInventc",
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"markerEnd": "logo",
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"source": "Retrieval:WetNewsHunt",
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|
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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": "Generate:OliveDotsInvent",
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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": "727a0747-826e-4b26-808f-724d054231b4",
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|
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"source": "Switch:GreatTermsTeach",
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"sourceHandle": "Case 1",
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"target": "Generate:FloppyHairsFix"
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},
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{
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|
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"id": "a2d65f9f-7fde-49f1-a23c-3bbcdfd1b236",
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|
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"source": "Switch:GreatTermsTeach",
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||
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"sourceHandle": "end_cpn_id",
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||
|
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"target": "Answer:SocialAdsWonder"
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||
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},
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||
|
|
{
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||
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"id": "reactflow__edge-Generate:OliveDotsInventb-ExeSQL:CoolFactsChewd",
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|
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"markerEnd": "logo",
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"source": "Generate:OliveDotsInvent",
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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": "ExeSQL:CoolFactsChew",
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"targetHandle": "d",
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"type": "buttonEdge"
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},
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{
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"id": "reactflow__edge-ExeSQL:CoolFactsChewc-Switch:GreatTermsTeachb",
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"markerEnd": "logo",
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"source": "ExeSQL:CoolFactsChew",
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"sourceHandle": "c",
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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": "Switch:GreatTermsTeach",
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||
|
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"targetHandle": "b",
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|
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"type": "buttonEdge"
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},
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{
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||
|
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"id": "reactflow__edge-Generate:FloppyHairsFixd-ExeSQL:CoolFactsChewb",
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||
|
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"markerEnd": "logo",
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||
|
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"source": "Generate:FloppyHairsFix",
|
||
|
|
"sourceHandle": "d",
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||
|
|
"style": {
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||
|
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"stroke": "rgb(202 197 245)",
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||
|
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"strokeWidth": 2
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||
|
|
},
|
||
|
|
"target": "ExeSQL:CoolFactsChew",
|
||
|
|
"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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||
|
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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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"dragging": false,
|
||
|
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"height": 50,
|
||
|
|
"id": "begin",
|
||
|
|
"position": {
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||
|
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"x": -502.15446588701354,
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"y": 151.09869460419435
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},
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||
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"positionAbsolute": {
|
||
|
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"x": -502.15446588701354,
|
||
|
|
"y": 151.09869460419435
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||
|
|
},
|
||
|
|
"selected": false,
|
||
|
|
"sourcePosition": "left",
|
||
|
|
"targetPosition": "right",
|
||
|
|
"type": "beginNode",
|
||
|
|
"width": 50
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"form": {},
|
||
|
|
"label": "Answer",
|
||
|
|
"name": "interface"
|
||
|
|
},
|
||
|
|
"dragging": false,
|
||
|
|
"height": 100,
|
||
|
|
"id": "Answer:SocialAdsWonder",
|
||
|
|
"position": {
|
||
|
|
"x": -277.29339621802814,
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||
|
|
"y": 126.32295980639057
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||
|
|
},
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||
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|
"positionAbsolute": {
|
||
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"x": -277.29339621802814,
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||
|
|
"y": 126.32295980639057
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||
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|
},
|
||
|
|
"selected": false,
|
||
|
|
"sourcePosition": "right",
|
||
|
|
"targetPosition": "left",
|
||
|
|
"type": "logicNode",
|
||
|
|
"width": 100
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"form": {
|
||
|
|
"kb_ids": [
|
||
|
|
"dd401bcc5b9e11efae770242ac160006"
|
||
|
|
],
|
||
|
|
"keywords_similarity_weight": 0.3,
|
||
|
|
"similarity_threshold": 0.2,
|
||
|
|
"top_n": 8
|
||
|
|
},
|
||
|
|
"label": "Retrieval",
|
||
|
|
"name": "Q->SQL"
|
||
|
|
},
|
||
|
|
"dragging": false,
|
||
|
|
"height": 100,
|
||
|
|
"id": "Retrieval:WetNewsHunt",
|
||
|
|
"position": {
|
||
|
|
"x": -36.09564951314297,
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||
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|
"y": 126.87871017707147
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},
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"positionAbsolute": {
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"x": -36.09564951314297,
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"y": 126.87871017707147
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},
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||
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"selected": false,
|
||
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|
"sourcePosition": "right",
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||
|
|
"targetPosition": "left",
|
||
|
|
"type": "logicNode",
|
||
|
|
"width": 100
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"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"
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"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,
|
||
|
|
"y": 102.9434103991
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||
|
|
},
|
||
|
|
"selected": false,
|
||
|
|
"sourcePosition": "right",
|
||
|
|
"targetPosition": "left",
|
||
|
|
"type": "logicNode",
|
||
|
|
"width": 150
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"form": {
|
||
|
|
"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
|
||
|
|
},
|
||
|
|
"positionAbsolute": {
|
||
|
|
"x": -37.01242367263157,
|
||
|
|
"y": 269.6456054919204
|
||
|
|
},
|
||
|
|
"selected": false,
|
||
|
|
"sourcePosition": "right",
|
||
|
|
"targetPosition": "left",
|
||
|
|
"type": "logicNode",
|
||
|
|
"width": 100
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"form": {
|
||
|
|
"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
|
||
|
|
},
|
||
|
|
"positionAbsolute": {
|
||
|
|
"x": -34.942728410599784,
|
||
|
|
"y": -7.316435660083982
|
||
|
|
},
|
||
|
|
"selected": false,
|
||
|
|
"sourcePosition": "right",
|
||
|
|
"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",
|
||
|
|
"position": {
|
||
|
|
"x": 370.19177674560433,
|
||
|
|
"y": 300.3411019618877
|
||
|
|
},
|
||
|
|
"positionAbsolute": {
|
||
|
|
"x": 370.19177674560433,
|
||
|
|
"y": 300.3411019618877
|
||
|
|
},
|
||
|
|
"selected": false,
|
||
|
|
"sourcePosition": "right",
|
||
|
|
"targetPosition": "left",
|
||
|
|
"type": "ragNode",
|
||
|
|
"width": 50
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"data": {
|
||
|
|
"form": {
|
||
|
|
"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"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"end_cpn_id": "Answer:SocialAdsWonder"
|
||
|
|
},
|
||
|
|
"label": "Switch",
|
||
|
|
"name": "Analyze SQL Result"
|
||
|
|
},
|
||
|
|
"dragging": false,
|
||
|
|
"height": 100,
|
||
|
|
"id": "Switch:GreatTermsTeach",
|
||
|
|
"position": {
|
||
|
|
"x": -49.30094871211969,
|
||
|
|
"y": 481.12636846537964
|
||
|
|
},
|
||
|
|
"positionAbsolute": {
|
||
|
|
"x": -49.30094871211969,
|
||
|
|
"y": 481.12636846537964
|
||
|
|
},
|
||
|
|
"selected": false,
|
||
|
|
"sourcePosition": "right",
|
||
|
|
"targetPosition": "left",
|
||
|
|
"type": "categorizeNode",
|
||
|
|
"width": 100
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"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": "ExeSQL:CoolFactsChew",
|
||
|
|
"id": "979b8482-28af-4c18-98a6-810963d8f08c",
|
||
|
|
"key": "exesql_input"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"presencePenaltyEnabled": true,
|
||
|
|
"presence_penalty": 0.4,
|
||
|
|
"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. Please do not give any explanation, just answer the code.",
|
||
|
|
"temperature": 0.1,
|
||
|
|
"temperatureEnabled": true,
|
||
|
|
"topPEnabled": true,
|
||
|
|
"top_p": 0.3
|
||
|
|
},
|
||
|
|
"label": "Generate",
|
||
|
|
"name": "Fix SQL Statement LLM"
|
||
|
|
},
|
||
|
|
"dragging": false,
|
||
|
|
"height": 150,
|
||
|
|
"id": "Generate:FloppyHairsFix",
|
||
|
|
"position": {
|
||
|
|
"x": 550.7142554558844,
|
||
|
|
"y": 481.0269336166982
|
||
|
|
},
|
||
|
|
"positionAbsolute": {
|
||
|
|
"x": 550.7142554558844,
|
||
|
|
"y": 481.0269336166982
|
||
|
|
},
|
||
|
|
"selected": true,
|
||
|
|
"sourcePosition": "right",
|
||
|
|
"targetPosition": "left",
|
||
|
|
"type": "logicNode",
|
||
|
|
"width": 150
|
||
|
|
}
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"history": [],
|
||
|
|
"messages": [],
|
||
|
|
"path": [],
|
||
|
|
"reference": []
|
||
|
|
},
|
||
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