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Update LLMPhysicalSqlCorrector.java

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修正为合适的prompt
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柯慕灵
2025-06-21 05:19:42 +08:00
parent 164d2a9e23
commit 08133ccbfb
1 changed files with 8 additions and 7 deletions
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headless/chat/src/main/java/com/tencent/supersonic/headless/chat/corrector/LLMPhysicalSqlCorrector.java
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@@ -35,13 +35,14 @@ public class LLMPhysicalSqlCorrector extends BaseSemanticCorrector {
+ "#Role: You are a senior database performance optimization expert experienced in SQL tuning." + "#Role: You are a senior database performance optimization expert experienced in SQL tuning."
+ "\n\n#Task: You will be provided with a user question and the corresponding physical SQL query," + "\n\n#Task: You will be provided with a user question and the corresponding physical SQL query,"
+ " please analyze and optimize this SQL to improve query performance." + "\n\n#Rules:" + " please analyze and optimize this SQL to improve query performance." + "\n\n#Rules:"
+ "\n1. ALWAYS add appropriate index hints if the database supports them." + "\n1. DO NOT add or introduce any new fields, columns, or aliases that are not in the original SQL."
+ "\n2. Optimize JOIN order by placing smaller tables first." + "\n2. Push WHERE conditions into JOIN ON clauses when possible to reduce intermediate result sets."
+ "\n3. Add reasonable query limits to prevent large result sets if no LIMIT exists." + "\n3. Optimize JOIN order by placing smaller tables or tables with selective conditions first."
+ "\n4. Optimize WHERE condition order by placing high-selectivity conditions first." + "\n4. For date range conditions, ensure they are applied as early as possible in the query execution."
+ "\n5. Ensure the optimized SQL is syntactically correct and logically equivalent." + "\n5. Remove or comment out database-specific index hints (like USE INDEX) that may cause syntax errors."
+ "\n6. If the SQL is already well-optimized, return 'positive'." + "\n6. ONLY modify the structure and order of existing elements, do not change field names or add new ones."
+ "\n\n#Question: {{question}}" + "\n\n#OriginalSQL: {{sql}}" + "\n\n#Response:"; + "\n7. Ensure the optimized SQL is syntactically correct and logically equivalent to the original."
+ "\n\n#Question: {{question}}" + "\n\n#OriginalSQL: {{sql}}";
public LLMPhysicalSqlCorrector() { public LLMPhysicalSqlCorrector() {
ChatAppManager.register(APP_KEY, ChatApp.builder().prompt(INSTRUCTION).name("物理SQL修正") ChatAppManager.register(APP_KEY, ChatApp.builder().prompt(INSTRUCTION).name("物理SQL修正")