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refs #731: add QA vector MCP tools

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This commit is contained in:
devmrko
2026-07-24 14:41:00 +09:00
parent 88a292d711
commit e7213eabb5
8 changed files with 522 additions and 25 deletions
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100
vpd-backoffice/src/test/java/com/cloudhandson/vpdbackoffice/service/McpSseServiceTest.java
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@@ -12,6 +12,7 @@ class McpSseServiceTest {
private final ObjectMapper objectMapper = new ObjectMapper();
private final SelectAiService selectAiService = new CapturingSelectAiService();
private final QaVectorService qaVectorService = new CapturingQaVectorService();
private final McpSseService service = new McpSseService(
selectAiService,
objectMapper,
@@ -29,16 +30,23 @@ class McpSseServiceTest {
"테스트 데이터의 조회 내용을 입력합니다.",
"oracle.select_ai.test_data_showprompt",
"테스트 데이터 SHOWPROMPT",
"테스트 데이터의 Select AI prompt를 조회합니다."
)
"테스트 데이터의 Select AI prompt를 조회합니다.",
"oracle.select_ai.test_qa_vector_search",
"테스트 예제 SQL 조회",
"테스트 질문에 사용할 예제 SQL을 조회합니다.",
"oracle.select_ai.test_qa_vector_store",
"테스트 예제 SQL 저장",
"테스트 예제 SQL을 저장합니다."
),
qaVectorService
);
@Test
void listsQueryAndShowpromptToolsWithPromptInput() {
void listsQueryShowpromptAndQaVectorToolsWithTheirInputs() {
ObjectNode response = service.handle("default", request(1, "tools/list"));
var tools = response.path("result").path("tools");
assertThat(tools).hasSize(2);
assertThat(tools).hasSize(4);
var selectAi = tools.get(0);
assertThat(selectAi.path("name").asText()).isEqualTo("oracle.select_ai.test_data_text2sql");
assertThat(selectAi.path("description").asText()).contains("SGMP_POC_OCI_GPT54MINI");
@@ -58,6 +66,21 @@ class McpSseServiceTest {
assertThat(showprompt.path("inputSchema").path("required"))
.extracting(node -> node.asText())
.contains("prompt");
var vectorSearch = tools.get(2);
assertThat(vectorSearch.path("name").asText())
.isEqualTo("oracle.select_ai.test_qa_vector_search");
assertThat(vectorSearch.path("inputSchema").path("properties").path("question").path("type").asText())
.isEqualTo("string");
assertThat(vectorSearch.path("inputSchema").path("properties").path("topK").path("default").asInt())
.isEqualTo(3);
var vectorStore = tools.get(3);
assertThat(vectorStore.path("name").asText())
.isEqualTo("oracle.select_ai.test_qa_vector_store");
assertThat(vectorStore.path("inputSchema").path("required"))
.extracting(node -> node.asText())
.contains("question", "answerSql");
}
@Test
@@ -120,6 +143,44 @@ class McpSseServiceTest {
.contains("권한이 없습니다");
}
@Test
void searchesQaVectorExamplesForFewShotContext() {
ObjectNode request = request(5, "tools/call");
ObjectNode params = (ObjectNode) request.putObject("params");
params.put("name", "oracle.select_ai.test_qa_vector_search");
params.putObject("arguments").put("question", "active users by game").put("topK", 2);
ObjectNode response = service.handle("default", request, "user-bearer");
CapturingQaVectorService vectorService = (CapturingQaVectorService) qaVectorService;
assertThat(vectorService.bearerToken).isEqualTo("user-bearer");
assertThat(vectorService.question).isEqualTo("active users by game");
assertThat(vectorService.topK).isEqualTo(2);
assertThat(response.path("result").path("content").get(0).path("text").asText())
.contains("QA_VECTOR_SEARCH")
.contains("few-shot")
.contains("SELECT COUNT(*) FROM APP_USER");
}
@Test
void storesReviewedSelectAiExampleSql() {
ObjectNode request = request(6, "tools/call");
ObjectNode params = (ObjectNode) request.putObject("params");
params.put("name", "oracle.select_ai.test_qa_vector_store");
params.putObject("arguments")
.put("question", "active users by game")
.put("answerSql", "SELECT COUNT(*) FROM APP_USER")
.put("answer", "AU count");
ObjectNode response = service.handle("default", request, "user-bearer");
CapturingQaVectorService vectorService = (CapturingQaVectorService) qaVectorService;
assertThat(vectorService.answerSql).isEqualTo("SELECT COUNT(*) FROM APP_USER");
assertThat(response.path("result").path("content").get(0).path("text").asText())
.contains("QA_VECTOR_STORED")
.contains("exampleId");
}
private ObjectNode request(int id, String method) {
ObjectNode request = objectMapper.createObjectNode();
request.put("jsonrpc", "2.0");
@@ -163,4 +224,35 @@ class McpSseServiceTest {
.put("selectAiPrompt", "assembled Select AI prompt");
}
}
private static final class CapturingQaVectorService extends QaVectorService {
private String bearerToken;
private String question;
private String answerSql;
private int topK;
private CapturingQaVectorService() {
super(null, null, null);
}
@Override
public VectorSearchResult search(String bearerToken, String question, int topK) {
this.bearerToken = bearerToken;
this.question = question;
this.topK = topK;
return new VectorSearchResult(question, topK, java.util.List.of(new VectorExample(
42L, "active user count", "SELECT COUNT(*) FROM APP_USER", "AU count",
"cohere.embed-v4.0", 0.12
)));
}
@Override
public VectorStoreResult store(String bearerToken, String question, String answerSql, String answer) {
this.bearerToken = bearerToken;
this.question = question;
this.answerSql = answerSql;
return new VectorStoreResult(77L, question, "cohere.embed-v4.0");
}
}
}