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refs #739: govern Smilegate few-shot references

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This commit is contained in:
devmrko
2026-07-28 12:17:21 +09:00
parent d932782c9f
commit ae37235258
7 changed files with 331 additions and 14 deletions
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33
vpd-backoffice/src/main/java/com/cloudhandson/vpdbackoffice/service/SelectAiService.java
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@@ -142,7 +142,7 @@ public class SelectAiService {
QueryPlanContext queryPlan
) {
EnrichedPrompt enrichedPrompt = enrichWithFewShot(
bearerToken, selectAi, executionPrompt);
bearerToken, selectAi, executionPrompt, queryPlan == null ? "ANY" : queryPlan.targetType());
String generatedSql = generate(selectAi, enrichedPrompt.prompt(), "showsql");
String normalizedSql = validateReadOnlySql(generatedSql);
if (allowedPrefixes != null && gameScopeService != null
@@ -287,6 +287,11 @@ public class SelectAiService {
item.put("answer", example.answer());
}
item.put("embeddingModel", example.embeddingModel());
item.put("referenceKind", example.referenceKind());
item.put("targetType", example.targetType());
if (example.objectRole() != null) {
item.put("objectRole", example.objectRole());
}
item.put("cosineDistance", example.cosineDistance());
}
}
@@ -296,7 +301,7 @@ public class SelectAiService {
requireActiveToken(bearerToken);
String normalizedPrompt = requiredPrompt(prompt);
BackofficeProperties.SelectAi selectAi = requiredSelectAi();
EnrichedPrompt enrichedPrompt = enrichWithFewShot(bearerToken, selectAi, normalizedPrompt);
EnrichedPrompt enrichedPrompt = enrichWithFewShot(bearerToken, selectAi, normalizedPrompt, "ANY");
String selectAiPrompt = generate(selectAi, enrichedPrompt.prompt(), "showprompt");
ObjectNode response = objectMapper.createObjectNode();
@@ -370,14 +375,15 @@ public class SelectAiService {
private EnrichedPrompt enrichWithFewShot(
String bearerToken,
BackofficeProperties.SelectAi selectAi,
String prompt
String prompt,
String targetType
) {
if (!fewShotEnabled(selectAi) || qaVectorService == null) {
return new EnrichedPrompt(prompt, "DISABLED", 0, List.of());
}
try {
List<QaVectorService.VectorExample> examples = qaVectorService
.search(bearerToken, prompt, fewShotTopK(selectAi))
.search(bearerToken, prompt, fewShotTopK(selectAi), targetType)
.examples();
if (examples.isEmpty()) {
return new EnrichedPrompt(composePolicyPrompt(prompt), "NO_MATCH", 0, List.of());
@@ -412,12 +418,10 @@ public class SelectAiService {
if (included >= MAX_FEW_SHOT_EXAMPLES) {
break;
}
String answerSql = truncate(example.answerSql(), MAX_FEW_SHOT_SQL_CHARS);
if (answerSql.isBlank()) {
String candidate = referenceCandidate(included + 1, example);
if (candidate.isBlank()) {
continue;
}
String candidate = "Example " + (included + 1) + " question:\n" + example.question()
+ "\nExample " + (included + 1) + " verified SQL:\n" + answerSql + "\n\n";
if (enriched.length() + candidate.length() + prompt.length() > MAX_ENRICHED_PROMPT_LENGTH) {
break;
}
@@ -430,6 +434,19 @@ public class SelectAiService {
return enriched.append("Original user question:\n").append(prompt).toString();
}
private static String referenceCandidate(int index, QaVectorService.VectorExample example) {
String prefix = "Example " + index + " question:\n" + example.question()
+ "\nExample " + index + " target type: " + example.targetType()
+ "\nExample " + index + " reference kind: " + example.referenceKind() + "\n";
if ("NO_TARGET".equals(example.referenceKind())
|| "OBJECT_UNAVAILABLE".equals(example.referenceKind())) {
String boundary = truncate(example.answer(), MAX_FEW_SHOT_SQL_CHARS);
return boundary.isBlank() ? "" : prefix + "Boundary outcome:\n" + boundary + "\n\n";
}
String answerSql = truncate(example.answerSql(), MAX_FEW_SHOT_SQL_CHARS);
return answerSql.isBlank() ? "" : prefix + "Verified SQL template:\n" + answerSql + "\n\n";
}
private static String truncate(String value, int maxLength) {
String normalized = value == null ? "" : value.trim();
return normalized.length() <= maxLength ? normalized : normalized.substring(0, maxLength);