diff --git a/backend/pom.xml b/backend/pom.xml index 1c2fd89..8460438 100644 --- a/backend/pom.xml +++ b/backend/pom.xml @@ -53,6 +53,13 @@ org.projectlomboklomboktrue + + + org.duckdb + duckdb_jdbc + 1.1.3 + + org.springframework.bootspring-boot-starter-testtest diff --git a/backend/src/main/java/com/zioinfo/esn/ai/controller/AiConfigController.java b/backend/src/main/java/com/zioinfo/esn/ai/controller/AiConfigController.java new file mode 100644 index 0000000..ce64a90 --- /dev/null +++ b/backend/src/main/java/com/zioinfo/esn/ai/controller/AiConfigController.java @@ -0,0 +1,63 @@ +package com.zioinfo.esn.ai.controller; + +import com.zioinfo.esn.ai.dto.AiConfigDto; +import com.zioinfo.esn.ai.dto.AiConfigUpdateRequest; +import com.zioinfo.esn.ai.service.AiConfigService; +import com.zioinfo.esn.common.ApiResponse; +import lombok.RequiredArgsConstructor; +import org.springframework.security.core.Authentication; +import org.springframework.security.core.context.SecurityContextHolder; +import org.springframework.web.bind.annotation.GetMapping; +import org.springframework.web.bind.annotation.PostMapping; +import org.springframework.web.bind.annotation.PutMapping; +import org.springframework.web.bind.annotation.RequestBody; +import org.springframework.web.bind.annotation.RequestMapping; +import org.springframework.web.bind.annotation.RestController; + +import java.time.LocalDateTime; + +/** + * AI 플랫폼(LLM provider) 설정 관리(ADMIN). [ZIOINFO-ESN] + * SecurityConfig {@code /api/admin/** hasRole(ADMIN)} 게이트로 보호된다. + * + *

esn_setting(key='ai.*')에 저장된 런타임 설정을 조회/갱신/테스트한다. API 키는 환경변수 + * (ANTHROPIC_API_KEY)로만 주입되어 응답·로그에 노출되지 않는다(GET 은 {@code claudeKeySet} 불리언만). + * 설정 변경은 재기동 없이 다음 AI 호출부터 반영된다. + * + *

+ */ +@RestController +@RequestMapping("/api/admin/ai-config") +@RequiredArgsConstructor +public class AiConfigController { + + private final AiConfigService service; + + @GetMapping + public ApiResponse get() { + return ApiResponse.ok(service.getConfig()); + } + + @PutMapping + public ApiResponse update(@RequestBody AiConfigUpdateRequest req) { + return ApiResponse.ok(service.update(req, currentActor())); + } + + @PostMapping("/test") + public ApiResponse test() { + AiConfigService.TestResult result = service.test(); + return result.ok() + ? ApiResponse.ok(result) + : new ApiResponse<>(false, result.message(), result, LocalDateTime.now()); + } + + /** 감사 로그용 현재 사용자명(미인증 시 SYSTEM). */ + private static String currentActor() { + Authentication a = SecurityContextHolder.getContext().getAuthentication(); + return (a != null && a.getName() != null) ? a.getName() : "SYSTEM"; + } +} diff --git a/backend/src/main/java/com/zioinfo/esn/ai/controller/AiFeedbackController.java b/backend/src/main/java/com/zioinfo/esn/ai/controller/AiFeedbackController.java new file mode 100644 index 0000000..0d77608 --- /dev/null +++ b/backend/src/main/java/com/zioinfo/esn/ai/controller/AiFeedbackController.java @@ -0,0 +1,52 @@ +package com.zioinfo.esn.ai.controller; + +import com.zioinfo.esn.ai.dto.FeedbackRequest; +import com.zioinfo.esn.ai.service.LearningStore; +import com.zioinfo.esn.ai.service.RagFeedbackClient; +import com.zioinfo.esn.common.ApiResponse; +import lombok.RequiredArgsConstructor; +import org.springframework.security.core.Authentication; +import org.springframework.security.core.context.SecurityContextHolder; +import org.springframework.web.bind.annotation.PostMapping; +import org.springframework.web.bind.annotation.RequestBody; +import org.springframework.web.bind.annotation.RequestMapping; +import org.springframework.web.bind.annotation.RestController; + +import java.util.Map; + +/** + * AI 답변 피드백 수집(인증 사용자). [ZIOINFO-ESN] + * + *

👍/👎(+교정)를 ① 로컬 DuckDB({@link LearningStore}) 기록 ② 중앙 guardia-rag({@link RagFeedbackClient}) + * 전달 — 둘 다 수행한다. PII 는 로컬 저장 시 마스킹되며, 중앙 전달분도 마스킹 후 전송한다. + * + *

  • POST /api/ai/feedback 피드백 1건 저장(로컬+중앙)
+ */ +@RestController +@RequestMapping("/api/ai/feedback") +@RequiredArgsConstructor +public class AiFeedbackController { + + private final LearningStore learningStore; + private final RagFeedbackClient ragClient; + + @PostMapping + public ApiResponse> submit(@RequestBody FeedbackRequest req) { + String user = currentActor(); + // 로컬 DuckDB (마스킹은 LearningStore 내부에서 수행). + learningStore.saveFeedback(req.feature(), req.question(), req.answer(), + req.verdict(), req.correction(), user); + // 중앙 rag 전달 — 마스킹 후 전송(로컬과 동일 정책). + ragClient.forward(req.feature(), + LearningStore.mask(req.question()), + LearningStore.mask(req.answer()), + req.verdict(), + LearningStore.mask(req.correction())); + return ApiResponse.ok(Map.of("stored", true, "local", learningStore.isEnabled())); + } + + private static String currentActor() { + Authentication a = SecurityContextHolder.getContext().getAuthentication(); + return (a != null && a.getName() != null) ? a.getName() : "anonymous"; + } +} diff --git a/backend/src/main/java/com/zioinfo/esn/ai/dto/AiConfigDto.java b/backend/src/main/java/com/zioinfo/esn/ai/dto/AiConfigDto.java new file mode 100644 index 0000000..d69ddc7 --- /dev/null +++ b/backend/src/main/java/com/zioinfo/esn/ai/dto/AiConfigDto.java @@ -0,0 +1,18 @@ +package com.zioinfo.esn.ai.dto; + +/** + * AI 설정 조회 DTO — API 키 값 미반환(claudeKeySet 으로 설정 여부만). [ZIOINFO-ESN] + * + * @param provider 효과 provider(ollama/claude/qwen3/deepseek/glm) + * @param ollamaTextModel 효과 Ollama 텍스트 모델(provider 별 해석 결과) + * @param claudeModel 효과 Claude 모델 ID + * @param claudeKeySet 서버 환경변수 ANTHROPIC_API_KEY 존재 여부(값/길이/마스킹 일절 미포함) + * @param aiEnabled 전역 AI 사용 여부(off 시 규칙 기반 degraded) + */ +public record AiConfigDto( + String provider, + String ollamaTextModel, + String claudeModel, + boolean claudeKeySet, + boolean aiEnabled) { +} diff --git a/backend/src/main/java/com/zioinfo/esn/ai/dto/AiConfigUpdateRequest.java b/backend/src/main/java/com/zioinfo/esn/ai/dto/AiConfigUpdateRequest.java new file mode 100644 index 0000000..59e8565 --- /dev/null +++ b/backend/src/main/java/com/zioinfo/esn/ai/dto/AiConfigUpdateRequest.java @@ -0,0 +1,14 @@ +package com.zioinfo.esn.ai.dto; + +/** + * AI 설정 저장 요청 — 화이트리스트 검증. [ZIOINFO-ESN] + * + * @param provider ollama/claude/qwen3/deepseek/glm (필수) + * @param claudeModel Claude 모델 ID(선택, 미제공 시 기존 유지) + * @param ollamaTextModel Ollama 텍스트 모델(선택, 미제공 시 기존 유지) + */ +public record AiConfigUpdateRequest( + String provider, + String claudeModel, + String ollamaTextModel) { +} diff --git a/backend/src/main/java/com/zioinfo/esn/ai/dto/FeedbackRequest.java b/backend/src/main/java/com/zioinfo/esn/ai/dto/FeedbackRequest.java new file mode 100644 index 0000000..7b656eb --- /dev/null +++ b/backend/src/main/java/com/zioinfo/esn/ai/dto/FeedbackRequest.java @@ -0,0 +1,18 @@ +package com.zioinfo.esn.ai.dto; + +/** + * AI 답변 피드백 요청(👍/👎 + 선택 교정). [ZIOINFO-ESN] + * + * @param feature 기능 구분(예: alarm-analysis / pos-classify / chat) + * @param question 사용자 질문/입력(마스킹은 저장 시점에 수행) + * @param answer AI 답변 + * @param verdict UP | DOWN (그 외 값은 저장은 하되 무의미) + * @param correction 교정 텍스트(선택) + */ +public record FeedbackRequest( + String feature, + String question, + String answer, + String verdict, + String correction) { +} diff --git a/backend/src/main/java/com/zioinfo/esn/ai/mapper/SettingMapper.java b/backend/src/main/java/com/zioinfo/esn/ai/mapper/SettingMapper.java new file mode 100644 index 0000000..7ab2434 --- /dev/null +++ b/backend/src/main/java/com/zioinfo/esn/ai/mapper/SettingMapper.java @@ -0,0 +1,25 @@ +package com.zioinfo.esn.ai.mapper; + +import org.apache.ibatis.annotations.Mapper; +import org.apache.ibatis.annotations.Param; +import org.apache.ibatis.annotations.Select; +import org.apache.ibatis.annotations.Update; + +/** + * esn_setting(key/value) 접근 매퍼 — AI provider 런타임 설정 저장소. [ZIOINFO-ESN] + * + *

설정 전용 경량 key/value 테이블(esn_setting, db/104_seed_ai_config.sql 에서 멱등 생성). + * 어노테이션 SQL 로 정의(별도 XML 없음). {@code @MapperScan(annotationClass=Mapper.class)} 로 스캔된다. + */ +@Mapper +public interface SettingMapper { + + /** key 에 해당하는 value(없으면 null). */ + @Select("SELECT value FROM esn_setting WHERE key = #{key}") + String findValue(@Param("key") String key); + + /** upsert(멱등) — 존재 시 value 갱신, 없으면 삽입. */ + @Update("INSERT INTO esn_setting(key, value) VALUES(#{key}, #{value}) " + + "ON CONFLICT (key) DO UPDATE SET value = EXCLUDED.value") + void upsert(@Param("key") String key, @Param("value") String value); +} diff --git a/backend/src/main/java/com/zioinfo/esn/ai/service/AiConfigService.java b/backend/src/main/java/com/zioinfo/esn/ai/service/AiConfigService.java new file mode 100644 index 0000000..9fd440b --- /dev/null +++ b/backend/src/main/java/com/zioinfo/esn/ai/service/AiConfigService.java @@ -0,0 +1,249 @@ +package com.zioinfo.esn.ai.service; + +import com.zioinfo.esn.ai.dto.AiConfigDto; +import com.zioinfo.esn.ai.dto.AiConfigUpdateRequest; +import com.zioinfo.esn.ai.mapper.SettingMapper; +import com.zioinfo.esn.common.ai.ClaudeTextClient; +import com.zioinfo.esn.common.ai.TextAiClient.GenResult; +import com.zioinfo.esn.config.OllamaClient; +import lombok.RequiredArgsConstructor; +import lombok.extern.slf4j.Slf4j; +import org.springframework.beans.factory.annotation.Value; +import org.springframework.stereotype.Service; + +import java.util.Set; + +/** + * AI provider 런타임 설정(esn_setting, key='ai.*') 단일 출처 서비스. [ZIOINFO-ESN] + * + *

해상도: DB(esn_setting) 우선 → 미설정 시 기본값/env 폴백. 시드(db/104) 미적용/키 비움 + * 상태에서도 기존 Ollama 동작이 바이트 동일하게 유지된다(provider 기본 ollama, ollamaTextModel 미설정 시 + * {@code guardia.ollama-text-model} env 그대로). + * + *

보안: Claude API 키는 본 서비스가 다루지 않는다. {@code claudeKeySet} 은 + * {@link ClaudeTextClient#isConfigured()}(환경변수 존재 여부)만 반환 — 값/길이/마스킹 일절 미포함. + * + *

프로바이더: claude / qwen3 / deepseek / glm / ollama. Ollama 계열(qwen3·deepseek·glm·ollama)은 각 + * 해당 소형 텍스트 모델로 generate. claude 는 Claude→실패 시 Ollama(선택모델) 폴백(라우터). + * glm(glm4:9b)은 서버 RAM 초과 가능 — 선택은 허용하되 콜드로드 실패 시 폴백(화면에 RAM 배지 표기). + * + *

레퍼런스: guardia-ocr {@code ai.service.AiConfigService} 미러(provider 에 glm 추가·설정 저장소 치환). + */ +@Slf4j +@Service +@RequiredArgsConstructor +public class AiConfigService { + + // --- esn_setting 키 (db/104 시드와 일치) + public static final String K_PROVIDER = "ai.provider"; // ENUM: ollama|claude|qwen3|deepseek|glm + public static final String K_CLAUDE_MODEL = "ai.claude.model"; // ENUM: 화이트리스트 + public static final String K_OLLAMA_TEXT_MODEL = "ai.ollama.textModel"; // STRING (미설정 시 env 폴백) + public static final String K_ENABLED = "ai.enabled"; // BOOL (off=규칙기반 degraded) + + public static final String PROVIDER_OLLAMA = "ollama"; + public static final String PROVIDER_CLAUDE = "claude"; + public static final String PROVIDER_QWEN3 = "qwen3"; + public static final String PROVIDER_DEEPSEEK = "deepseek"; + public static final String PROVIDER_GLM = "glm"; + public static final String DEFAULT_CLAUDE_MODEL = "claude-sonnet-4-6"; + + // Ollama 계열 provider → 고정 소형 모델(서버 RAM 제약 준수). glm 은 RAM 초과 가능(선택 허용·폴백). + public static final String MODEL_QWEN3 = "qwen3:1.7b"; + public static final String MODEL_DEEPSEEK = "deepseek-r1:1.5b"; + public static final String MODEL_GLM = "glm4:9b"; + + /** 허용 provider(임의 문자열 거부). */ + public static final Set ALLOWED_PROVIDERS = + Set.of(PROVIDER_OLLAMA, PROVIDER_CLAUDE, PROVIDER_QWEN3, PROVIDER_DEEPSEEK, PROVIDER_GLM); + /** 허용 Claude 모델 ID(임의 문자열 거부). */ + public static final Set ALLOWED_CLAUDE_MODELS = + Set.of("claude-sonnet-4-6", "claude-haiku-4-5", "claude-opus-4-8"); + /** 허용 Ollama 텍스트 모델(임의 문자열 거부). glm4:9b 는 RAM 여유 필요. */ + public static final Set ALLOWED_OLLAMA_MODELS = + Set.of("qwen3:1.7b", "deepseek-r1:1.5b", "glm4:9b", "llama3.2:1b"); + + private final SettingMapper repo; + private final ClaudeTextClient claudeClient; + private final OllamaClient ollamaClient; // 연결 테스트용 텍스트 generate + + /** 서버 기본 Ollama 텍스트 모델(application.yml guardia.ollama-text-model). */ + @Value("${guardia.ollama-text-model:llama3.2:1b}") + private String defaultOllamaTextModel; + + // ---------------------------------------------------------------- 효과값(DB 우선 → 기본) + + /** 효과 provider. DB 우선, 미설정/비허용 시 ollama. */ + public String provider() { + String v = dbVal(K_PROVIDER); + if (v != null) { + String p = v.trim().toLowerCase(); + if (ALLOWED_PROVIDERS.contains(p)) { + return p; + } + } + return PROVIDER_OLLAMA; + } + + /** 효과 Claude 모델 ID(DB 우선, 미설정/비허용 시 기본 sonnet-4-6). */ + public String claudeModel() { + String v = dbVal(K_CLAUDE_MODEL); + if (v != null) { + String m = v.trim(); + if (ALLOWED_CLAUDE_MODELS.contains(m)) { + return m; + } + } + return DEFAULT_CLAUDE_MODEL; + } + + /** + * 효과 Ollama 텍스트 모델. provider=qwen3/deepseek/glm 면 고정 소형(또는 지정) 모델, 그 외(ollama·claude 폴백)는 + * DB 설정(화이트리스트) 우선 → 미설정 시 env 기본(llama3.2:1b). 라우터의 Ollama 경로·Claude 폴백 공용. + */ + public String ollamaTextModel() { + String p = provider(); + if (PROVIDER_QWEN3.equals(p)) { + return MODEL_QWEN3; + } + if (PROVIDER_DEEPSEEK.equals(p)) { + return MODEL_DEEPSEEK; + } + if (PROVIDER_GLM.equals(p)) { + return MODEL_GLM; + } + String v = dbVal(K_OLLAMA_TEXT_MODEL); + if (v != null && ALLOWED_OLLAMA_MODELS.contains(v.trim())) { + return v.trim(); + } + return defaultOllamaTextModel; + } + + /** 전역 AI 토글(ai.enabled). false 면 모든 AI 결과는 규칙기반(degraded). 기본 true. */ + public boolean aiEnabled() { + String v = dbVal(K_ENABLED); + return v == null || !"false".equalsIgnoreCase(v.trim()); + } + + /** Claude API 키가 환경변수로 설정되어 있는지(여부만). */ + public boolean claudeKeySet() { + return claudeClient.isConfigured(); + } + + /** + * 실제 호출이 Claude 경로로 가야 하는지: provider=claude · 키 설정됨 · AI 전역 활성. + * false 면 호출자는 Ollama 경로/폴백을 사용한다(키 미설정/실패 시 자동 폴백 정책 반영). + */ + public boolean isClaudeActive() { + return PROVIDER_CLAUDE.equals(provider()) && claudeKeySet() && aiEnabled(); + } + + // ---------------------------------------------------------------- ADMIN: 조회 / 갱신 + + /** 현재 효과 설정 조회. 키 값·길이·마스킹 일절 미포함(claudeKeySet 불리언만). */ + public AiConfigDto getConfig() { + return new AiConfigDto( + provider(), + ollamaTextModel(), + claudeModel(), + claudeKeySet(), + aiEnabled()); + } + + /** + * 설정 갱신(upsert). 화이트리스트 검증: provider∈{ollama,claude,qwen3,deepseek,glm}, claudeModel∈허용셋, + * ollamaTextModel(선택)∈허용셋. 재기동 없이 다음 호출부터 반영. + */ + public AiConfigDto update(AiConfigUpdateRequest req, String actor) { + String provider = req.provider() == null ? "" : req.provider().trim().toLowerCase(); + if (!ALLOWED_PROVIDERS.contains(provider)) { + throw new IllegalArgumentException("ERR-AI-400: provider 는 ollama/claude/qwen3/deepseek/glm 중 하나여야 합니다."); + } + upsertLogged(K_PROVIDER, provider, actor); + + if (req.claudeModel() != null && !req.claudeModel().isBlank()) { + String model = req.claudeModel().trim(); + if (!ALLOWED_CLAUDE_MODELS.contains(model)) { + throw new IllegalArgumentException("ERR-AI-400: 허용되지 않은 Claude 모델 ID 입니다."); + } + upsertLogged(K_CLAUDE_MODEL, model, actor); + } + + // ollamaTextModel 은 선택. 제공 시에만 갱신(미제공/공백 = 기존 유지). + if (req.ollamaTextModel() != null && !req.ollamaTextModel().isBlank()) { + String om = req.ollamaTextModel().trim(); + if (!ALLOWED_OLLAMA_MODELS.contains(om)) { + throw new IllegalArgumentException("ERR-AI-400: 허용되지 않은 Ollama 텍스트 모델입니다."); + } + upsertLogged(K_OLLAMA_TEXT_MODEL, om, actor); + } + return getConfig(); + } + + // ---------------------------------------------------------------- ADMIN: 연결 테스트 + + /** + * 저장된 설정 기준으로 선택 provider 에 짧은 ping 생성을 요청해 연결을 확인한다. + * 결과 메시지에는 키·스택트레이스·내부 IP 를 절대 포함하지 않는다(요약만). + */ + public TestResult test() { + if (isClaudeActive()) { + String model = claudeModel(); + long start = System.currentTimeMillis(); + GenResult r = claudeClient.generate("ping", model, 8); + long ms = System.currentTimeMillis() - start; + if (!r.degraded() && r.text() != null && !r.text().isBlank()) { + return new TestResult(true, false, "정상 · " + model + " · " + fmtMs(ms)); + } + return new TestResult(false, true, "Claude 연결 실패 · 모델/네트워크/키 설정을 확인하세요."); + } + // provider=claude 인데 키 미설정 → 실제로는 Ollama 폴백 동작 안내(혼선 방지). + if (PROVIDER_CLAUDE.equals(provider()) && !claudeKeySet()) { + return new TestResult(false, true, + "Claude API 키가 설정되지 않아 Ollama(온프레미스)로 폴백 동작합니다. 서버 환경변수 설정 후 다시 시도하세요."); + } + // Ollama 계열 경로(ollama/qwen3/deepseek/glm) + if (!aiEnabled()) { + return new TestResult(false, true, "AI 기능이 비활성 상태입니다. 모든 AI 결과는 규칙 기반(degraded)으로 동작합니다."); + } + String model = ollamaTextModel(); + long start = System.currentTimeMillis(); + String txt = ollamaClient.generate("ping", model); + long ms = System.currentTimeMillis() - start; + if (txt != null && !txt.isBlank()) { + return new TestResult(true, false, "정상 · " + model + " · " + fmtMs(ms)); + } + return new TestResult(false, true, "Ollama 연결 실패 또는 모델 미가용 — 설정을 확인하세요."); + } + + private static String fmtMs(long ms) { + return String.format("%.1fs", ms / 1000.0); + } + + /** 연결 테스트 결과(요약만 — 키/스택/IP 미노출). */ + public record TestResult(boolean ok, boolean degraded, String message) { + } + + // ---------------------------------------------------------------- helpers + + /** DB 값(공백/null 은 '미설정'으로 보고 null 반환 → 기본/env 폴백 유도). */ + private String dbVal(String key) { + try { + String v = repo.findValue(key); + return (v != null && !v.isBlank()) ? v : null; + } catch (Exception e) { + // esn_setting 미적용(시드 전) 등 — 기본값 폴백(무회귀). + return null; + } + } + + /** upsert + slf4j 변경 로그(값은 provider/모델명 등 비민감 — 키/시크릿 아님). */ + private void upsertLogged(String key, String val, String actor) { + String prev = dbVal(key); + if (val.equals(prev)) { + return; // 변경 없음 + } + repo.upsert(key, val); + log.info("AI_CONFIG_CHANGE by={} {} : {} -> {}", actor == null ? "SYSTEM" : actor, key, + prev == null ? "(none)" : prev, val); + } +} diff --git a/backend/src/main/java/com/zioinfo/esn/ai/service/AiTextRouter.java b/backend/src/main/java/com/zioinfo/esn/ai/service/AiTextRouter.java new file mode 100644 index 0000000..7c79eaf --- /dev/null +++ b/backend/src/main/java/com/zioinfo/esn/ai/service/AiTextRouter.java @@ -0,0 +1,81 @@ +package com.zioinfo.esn.ai.service; + +import com.zioinfo.esn.common.ai.ClaudeTextClient; +import com.zioinfo.esn.common.ai.TextAiClient; +import com.zioinfo.esn.common.ai.TextAiClient.GenResult; +import com.zioinfo.esn.config.OllamaClient; +import lombok.RequiredArgsConstructor; +import lombok.extern.slf4j.Slf4j; +import org.springframework.stereotype.Service; + +/** + * AI provider 선택 라우팅(런타임). 평문 텍스트 생성 진입점(알람분석·POS분류·채팅 등). [ZIOINFO-ESN] + * {@link AiConfigService#provider()} 를 읽어 Claude ↔ Ollama(qwen3/deepseek/glm/기존소형) 를 선택한다. + * + *

추론 폴백 체인(AI_PLATFORM_SPEC §3): + *

    + *
  • claude(키·활성) → 실패 시 Ollama {@code qwen3:1.7b} → 실패 시 {@code llama3.2:1b} → degraded.
    • + *
  • qwen3/deepseek/glm → 해당 Ollama 모델 → 실패 시 {@code llama3.2:1b} → degraded.
    • + *
  • ollama → 설정 모델(기본 llama3.2:1b) → degraded.
    • + *
+ * Claude 실패는 예외가 아니라 degraded → 다음 단계 폴백(서비스 중단 없음). 모든 시도는 DuckDB + * {@link LearningStore#logInference} 로 provider/model/latency/degraded 를 기록한다(fail-safe). + * + *

레퍼런스: guardia-ocr {@code ai.service.AiTextRouter} 미러(Ollama 텍스트 경로·2차 폴백·학습로그 치환). + */ +@Slf4j +@Service +@RequiredArgsConstructor +public class AiTextRouter implements TextAiClient { + + private static final String FALLBACK_QWEN = "qwen3:1.7b"; + private static final String FALLBACK_SMALL = "llama3.2:1b"; + + private final AiConfigService aiConfig; + private final ClaudeTextClient claudeClient; + private final OllamaClient ollamaClient; + private final LearningStore learningStore; + + /** + * 선택된 provider 로 텍스트를 생성한다. Claude 선택·실패 시 Ollama 폴백. 예외를 던지지 않는다. + */ + @Override + public GenResult generate(String prompt) { + if (aiConfig.isClaudeActive()) { + String model = aiConfig.claudeModel(); + long start = System.currentTimeMillis(); + GenResult r = claudeClient.generate(prompt, model); + boolean ok = !r.degraded() && r.text() != null && !r.text().isBlank(); + learningStore.logInference("claude", model, System.currentTimeMillis() - start, !ok); + if (ok) { + return r; + } + // claude 실패 → 온프레미스 Ollama 자동 폴백(qwen3 → 소형). + log.warn("Claude path degraded -> Ollama fallback"); + GenResult q = ollamaTry(prompt, FALLBACK_QWEN); + if (!q.degraded()) { + return q; + } + return ollamaTry(prompt, FALLBACK_SMALL); + } + // provider = ollama / qwen3 / deepseek / glm → 해당 Ollama 모델, 실패 시 소형 2차 폴백. + String model = aiConfig.ollamaTextModel(); + GenResult r = ollamaTry(prompt, model); + if (!r.degraded()) { + return r; + } + if (!FALLBACK_SMALL.equals(model)) { + return ollamaTry(prompt, FALLBACK_SMALL); + } + return r; + } + + /** Ollama 평문 generate + 학습로그(실패 시 degraded). */ + private GenResult ollamaTry(String prompt, String model) { + long start = System.currentTimeMillis(); + String txt = ollamaClient.generate(prompt, model); + boolean degraded = (txt == null || txt.isBlank()); + learningStore.logInference("ollama", model, System.currentTimeMillis() - start, degraded); + return degraded ? new GenResult(null, true) : new GenResult(txt, false); + } +} diff --git a/backend/src/main/java/com/zioinfo/esn/ai/service/LearningStore.java b/backend/src/main/java/com/zioinfo/esn/ai/service/LearningStore.java new file mode 100644 index 0000000..6b3b958 --- /dev/null +++ b/backend/src/main/java/com/zioinfo/esn/ai/service/LearningStore.java @@ -0,0 +1,136 @@ +package com.zioinfo.esn.ai.service; + +import jakarta.annotation.PostConstruct; +import lombok.extern.slf4j.Slf4j; +import org.springframework.beans.factory.annotation.Value; +import org.springframework.stereotype.Service; + +import java.io.File; +import java.sql.Connection; +import java.sql.DriverManager; +import java.sql.PreparedStatement; +import java.sql.Statement; +import java.time.LocalDateTime; +import java.util.UUID; +import java.util.regex.Pattern; + +/** + * 로컬 임베디드 DuckDB AI 학습·분석 저장소. [ZIOINFO-ESN] + * + *

목적: AI 추론 로그(ai_infer_log)와 사용자 피드백(ai_feedback)을 솔루션 로컬 DuckDB 파일에 + * 축적해 오프라인 AI 분석/평가에 사용한다(중앙 guardia-rag 는 통합 학습 게이트, 로컬 DuckDB 는 솔루션별). + * + *

경로: {@code /opt/zioinfo-esn/data/esn_learning.duckdb}(prop {@code guardia.duckdb-path}). + * 스키마는 멱등(IF NOT EXISTS). 파일 격리 — 솔루션별 단일 파일. + * + *

Fail-Safe: DuckDB 드라이버/파일/디렉터리 미가용 시 조용히 비활성(no-op)한다 — + * 학습 저장 실패가 AI 응답/서비스 기동을 절대 막지 않는다. 단일 커넥션 동기화. + * + *

PII 마스킹: question/answer/correction/user 저장 전 주민번호·카드·전화·이메일을 마스킹한다. + * 자격증명/키/스택트레이스는 애초에 수집하지 않는다. + */ +@Slf4j +@Service +public class LearningStore { + + public static final String SOLUTION = "zioinfo-esn"; + + private static final Pattern RRN = Pattern.compile("\\d{6}[- ]?\\d{7}"); + private static final Pattern CARD = Pattern.compile("\\b(?:\\d[ -]?){13,16}\\b"); + private static final Pattern PHONE = Pattern.compile("01[016-9][- ]?\\d{3,4}[- ]?\\d{4}"); + private static final Pattern EMAIL = Pattern.compile("[\\w.+-]+@[\\w.-]+\\.[A-Za-z]{2,}"); + + @Value("${guardia.duckdb-path:/opt/zioinfo-esn/data/esn_learning.duckdb}") + private String duckdbPath; + + /** null 이면 비활성(no-op). */ + private volatile Connection conn; + + @PostConstruct + void init() { + try { + Class.forName("org.duckdb.DuckDBDriver"); + File f = new File(duckdbPath); + File dir = f.getParentFile(); + if (dir != null && !dir.exists() && !dir.mkdirs()) { + log.warn("DuckDB 디렉터리 생성 불가 — 학습 저장 비활성: {}", dir.getPath()); + return; + } + this.conn = DriverManager.getConnection("jdbc:duckdb:" + duckdbPath); + try (Statement st = conn.createStatement()) { + st.execute("CREATE TABLE IF NOT EXISTS ai_feedback (" + + "id VARCHAR PRIMARY KEY, ts TIMESTAMP, solution VARCHAR, feature VARCHAR, " + + "question VARCHAR, answer VARCHAR, verdict VARCHAR, correction VARCHAR, user_masked VARCHAR)"); + st.execute("CREATE TABLE IF NOT EXISTS ai_infer_log (" + + "id VARCHAR PRIMARY KEY, ts TIMESTAMP, provider VARCHAR, model VARCHAR, " + + "latency_ms BIGINT, degraded BOOLEAN)"); + } + log.info("DuckDB 학습 저장소 초기화 완료: {}", duckdbPath); + } catch (Throwable t) { + // 드라이버 미탑재/파일락/권한 등 — 조용히 비활성(무회귀). 값/경로만, 시크릿 없음. + this.conn = null; + log.warn("DuckDB 학습 저장소 비활성(no-op): {}", t.getClass().getSimpleName()); + } + } + + /** 활성 여부(테스트/진단용). */ + public boolean isEnabled() { + return conn != null; + } + + /** 추론 로그 1건 기록(실패 시 무시). AiTextRouter 가 provider/model/latency/degraded 로 호출. */ + public synchronized void logInference(String provider, String model, long latencyMs, boolean degraded) { + if (conn == null) { + return; + } + try (PreparedStatement ps = conn.prepareStatement( + "INSERT INTO ai_infer_log(id, ts, provider, model, latency_ms, degraded) VALUES (?,?,?,?,?,?)")) { + ps.setString(1, UUID.randomUUID().toString()); + ps.setObject(2, LocalDateTime.now()); + ps.setString(3, provider); + ps.setString(4, model); + ps.setLong(5, latencyMs); + ps.setBoolean(6, degraded); + ps.executeUpdate(); + } catch (Exception e) { + log.debug("ai_infer_log 기록 실패(무시): {}", e.getClass().getSimpleName()); + } + } + + /** 피드백 1건 기록(PII 마스킹). verdict 예: UP/DOWN. 실패 시 무시. */ + public synchronized void saveFeedback(String feature, String question, String answer, + String verdict, String correction, String user) { + if (conn == null) { + return; + } + try (PreparedStatement ps = conn.prepareStatement( + "INSERT INTO ai_feedback(id, ts, solution, feature, question, answer, verdict, correction, user_masked) " + + "VALUES (?,?,?,?,?,?,?,?,?)")) { + ps.setString(1, UUID.randomUUID().toString()); + ps.setObject(2, LocalDateTime.now()); + ps.setString(3, SOLUTION); + ps.setString(4, feature); + ps.setString(5, mask(question)); + ps.setString(6, mask(answer)); + ps.setString(7, verdict); + ps.setString(8, mask(correction)); + ps.setString(9, mask(user)); + ps.executeUpdate(); + } catch (Exception e) { + log.debug("ai_feedback 기록 실패(무시): {}", e.getClass().getSimpleName()); + } + } + + /** PII 마스킹(주민번호·카드·전화·이메일). null 안전. 중앙 전달분 마스킹에도 재사용. */ + public static String mask(String s) { + if (s == null || s.isBlank()) { + return s; + } + String out = s; + out = RRN.matcher(out).replaceAll("######-#######"); + out = CARD.matcher(out).replaceAll("****-****-****-****"); + out = PHONE.matcher(out).replaceAll("***-****-****"); + out = EMAIL.matcher(out).replaceAll("***@***"); + return out; + } +} diff --git a/backend/src/main/java/com/zioinfo/esn/ai/service/RagFeedbackClient.java b/backend/src/main/java/com/zioinfo/esn/ai/service/RagFeedbackClient.java new file mode 100644 index 0000000..c869d93 --- /dev/null +++ b/backend/src/main/java/com/zioinfo/esn/ai/service/RagFeedbackClient.java @@ -0,0 +1,57 @@ +package com.zioinfo.esn.ai.service; + +import com.fasterxml.jackson.databind.ObjectMapper; +import lombok.extern.slf4j.Slf4j; +import org.springframework.beans.factory.annotation.Value; +import org.springframework.stereotype.Service; + +import java.net.URI; +import java.net.http.HttpClient; +import java.net.http.HttpRequest; +import java.net.http.HttpResponse; +import java.time.Duration; +import java.util.Map; + +/** + * 중앙 guardia-rag 학습 게이트로 피드백을 전달하는 얇은 클라이언트(온프레미스 localhost). [ZIOINFO-ESN] + * + *

로컬 DuckDB 저장과 병행해 중앙 rag {@code /feedback} 에 best-effort 전달한다(통합 학습·평가). + * rag 미기동/실패는 무시한다(예외 미전파 — 사용자 피드백 저장 자체는 로컬로 성립). 외부 API 아님(내부 서비스). + */ +@Slf4j +@Service +public class RagFeedbackClient { + + @Value("${guardia.rag-url:http://localhost:8020}") + private String ragUrl; + + private final HttpClient http = HttpClient.newBuilder() + .connectTimeout(Duration.ofSeconds(3)) + .build(); + private final ObjectMapper mapper = new ObjectMapper(); + + /** 피드백을 중앙 rag /feedback 로 전달(실패 무시). PII 마스킹은 호출 전에 수행되어야 한다. */ + public void forward(String feature, String question, String answer, String verdict, String correction) { + try { + String json = mapper.writeValueAsString(Map.of( + "solution", LearningStore.SOLUTION, + "feature", feature == null ? "" : feature, + "question", question == null ? "" : question, + "answer", answer == null ? "" : answer, + "verdict", verdict == null ? "" : verdict, + "correction", correction == null ? "" : correction)); + HttpRequest req = HttpRequest.newBuilder() + .uri(URI.create(ragUrl + "/feedback")) + .header("Content-Type", "application/json") + .timeout(Duration.ofSeconds(5)) + .POST(HttpRequest.BodyPublishers.ofString(json)) + .build(); + HttpResponse resp = http.send(req, HttpResponse.BodyHandlers.ofString()); + if (resp.statusCode() / 100 != 2) { + log.debug("중앙 rag 피드백 전달 비2xx({}) — 무시", resp.statusCode()); + } + } catch (Exception e) { + log.debug("중앙 rag 피드백 전달 실패(무시): {}", e.getClass().getSimpleName()); + } + } +} diff --git a/backend/src/main/java/com/zioinfo/esn/common/ai/ClaudeTextClient.java b/backend/src/main/java/com/zioinfo/esn/common/ai/ClaudeTextClient.java new file mode 100644 index 0000000..3e73170 --- /dev/null +++ b/backend/src/main/java/com/zioinfo/esn/common/ai/ClaudeTextClient.java @@ -0,0 +1,171 @@ +package com.zioinfo.esn.common.ai; + +import com.fasterxml.jackson.databind.JsonNode; +import com.fasterxml.jackson.databind.ObjectMapper; +import com.zioinfo.esn.common.ai.TextAiClient.GenResult; +import lombok.extern.slf4j.Slf4j; +import org.springframework.beans.factory.annotation.Value; +import org.springframework.stereotype.Service; + +import java.net.URI; +import java.net.http.HttpClient; +import java.net.http.HttpRequest; +import java.net.http.HttpResponse; +import java.time.Duration; + +/** + * 외부 Claude(Anthropic) Messages API 텍스트 생성 클라이언트. [ISSUER=ZIOINFO-ESN] + * + *

외부 호출 예외 허용: 본 클라이언트는 소유자 승인(폐쇄망 아님)에 따라 {@code api.anthropic.com} + * 호출이 허용된 유일한 외부 경로다. 그 외 외부 API 호출은 여전히 금지(Ollama localhost 전용). + * + *

API 키 보안(최우선): 키는 환경변수 {@code ANTHROPIC_API_KEY} 에서만 로드하며 + * ({@code @Value("${ANTHROPIC_API_KEY:}")}), DB·코드·커밋·로그·응답·예외 메시지 어디에도 기록하지 않는다. + * 키는 오직 HTTP 헤더 {@code x-api-key} 로만 전달된다. 로그는 상태코드/예외 클래스명만 남긴다(본문·키 미기록). + * + *

실패 처리: 키 미설정/타임아웃/비200/예외 시 {@code GenResult.degraded=true·text=null} 반환 + * (예외를 던지지 않음 → 호출자는 Ollama 폴백). 신규 라이브러리 0 — JDK {@link HttpClient} 사용. + * + *

모델은 인자로 받는다(호출자가 화이트리스트 검증된 모델 ID 전달). 인터페이스 {@link TextAiClient}의 + * {@code generate(String)} 은 기본 모델로 위임한다(주로 라우터가 모델을 명시 호출). + * + *

레퍼런스: guardia-ocr {@code com.zioinfo.ocr.common.ai.ClaudeTextClient} 미러(패키지·ISSUER 치환). + */ +@Slf4j +@Service +public class ClaudeTextClient implements TextAiClient { + + /** Anthropic Messages API 엔드포인트(외부 호출 예외 허용 단일 경로). */ + private static final String API_URL = "https://api.anthropic.com/v1/messages"; + /** Anthropic 버전 헤더(고정). */ + private static final String ANTHROPIC_VERSION = "2023-06-01"; + /** 기본 모델(키 검증된 화이트리스트의 기본값). */ + static final String DEFAULT_MODEL = "claude-sonnet-4-6"; + /** 일반 생성 max_tokens. */ + private static final int DEFAULT_MAX_TOKENS = 1024; + /** 콜드 응답 대비 요청 타임아웃(초). Ollama timeout 과 동급. */ + private static final int TIMEOUT_SEC = 120; + private static final int CONNECT_TIMEOUT_SEC = 15; + + private static final ObjectMapper MAPPER = new ObjectMapper(); + + /** 환경변수 전용 주입. 미설정 시 빈 문자열(=미구성). 값은 절대 외부 노출/로그 금지. */ + @Value("${ANTHROPIC_API_KEY:}") + private String apiKey; + + /** API 키가 환경변수로 설정되어 있는지(여부만 — 값/길이/마스킹 일절 미노출). */ + public boolean isConfigured() { + return apiKey != null && !apiKey.isBlank(); + } + + /** {@link TextAiClient} 계약: 기본 모델로 생성. */ + @Override + public GenResult generate(String prompt) { + return generate(prompt, DEFAULT_MODEL); + } + + /** 지정 모델로 생성(라우터가 화이트리스트 검증된 모델 ID 전달). */ + public GenResult generate(String prompt, String model) { + return generate(prompt, model, DEFAULT_MAX_TOKENS); + } + + /** + * Anthropic Messages API 호출. 실패 시 {@code degraded=true·text=null}. + * 키·요청본문·응답본문은 로그에 남기지 않는다(상태코드/예외 클래스명만). + */ + public GenResult generate(String prompt, String model, int maxTokens) { + if (!isConfigured()) { + return new GenResult(null, true); + } + if (prompt == null || prompt.isBlank()) { + return new GenResult(null, true); + } + String useModel = (model == null || model.isBlank()) ? DEFAULT_MODEL : model.trim(); + int tokens = maxTokens > 0 ? maxTokens : DEFAULT_MAX_TOKENS; + try { + String payload = "{" + + "\"model\":" + str(useModel) + "," + + "\"max_tokens\":" + tokens + "," + + "\"messages\":[{\"role\":\"user\",\"content\":" + str(prompt) + "}]" + + "}"; + + HttpClient client = HttpClient.newBuilder() + .connectTimeout(Duration.ofSeconds(CONNECT_TIMEOUT_SEC)) + .build(); + HttpRequest req = HttpRequest.newBuilder() + .uri(URI.create(API_URL)) + .timeout(Duration.ofSeconds(TIMEOUT_SEC)) + .header("content-type", "application/json") + .header("x-api-key", apiKey) // 키는 헤더로만 — 로그/응답 미노출 + .header("anthropic-version", ANTHROPIC_VERSION) + .POST(HttpRequest.BodyPublishers.ofString(payload)) + .build(); + HttpResponse resp = client.send(req, HttpResponse.BodyHandlers.ofString()); + if (resp.statusCode() != 200) { + log.warn("Claude API status {} -> degraded fallback", resp.statusCode()); // 본문 미기록 + return new GenResult(null, true); + } + String text = extractText(resp.body()); + if (text == null || text.isBlank()) { + return new GenResult(null, true); + } + return new GenResult(text.trim(), false); + } catch (Exception e) { + log.warn("Claude API call failed -> degraded fallback: {}", e.getClass().getSimpleName()); // 메시지·키 미기록 + return new GenResult(null, true); + } + } + + /** Messages API 응답에서 content[].text(type=text) 추출·연결. */ + private static String extractText(String body) { + if (body == null || body.isBlank()) { + return null; + } + try { + JsonNode root = MAPPER.readTree(body); + JsonNode content = root.get("content"); + if (content == null || !content.isArray()) { + return null; + } + StringBuilder sb = new StringBuilder(); + for (JsonNode block : content) { + JsonNode type = block.get("type"); + if (type != null && "text".equals(type.asText())) { + JsonNode t = block.get("text"); + if (t != null && !t.isNull()) { + sb.append(t.asText()); + } + } + } + String out = sb.toString(); + return out.isBlank() ? null : out; + } catch (Exception e) { + return null; + } + } + + /** JSON 문자열 이스케이프(OllamaClient 프롬프트 직렬화와 동일 규칙). */ + private static String str(String s) { + if (s == null) { + return "\"\""; + } + StringBuilder sb = new StringBuilder("\""); + for (char c : s.toCharArray()) { + switch (c) { + case '"' -> sb.append("\\\""); + case '\\' -> sb.append("\\\\"); + case '\n' -> sb.append("\\n"); + case '\r' -> sb.append("\\r"); + case '\t' -> sb.append("\\t"); + default -> { + if (c < 0x20) { + sb.append(String.format("\\u%04x", (int) c)); + } else { + sb.append(c); + } + } + } + } + return sb.append("\"").toString(); + } +} diff --git a/backend/src/main/java/com/zioinfo/esn/common/ai/TextAiClient.java b/backend/src/main/java/com/zioinfo/esn/common/ai/TextAiClient.java new file mode 100644 index 0000000..0db21c1 --- /dev/null +++ b/backend/src/main/java/com/zioinfo/esn/common/ai/TextAiClient.java @@ -0,0 +1,27 @@ +package com.zioinfo.esn.common.ai; + +/** + * 텍스트 생성 공용 인터페이스 (AI provider 추상화). [ISSUER=ZIOINFO-ESN] + * + *

온프레미스 Ollama({@code config.OllamaClient})와 외부 Claude({@link ClaudeTextClient})를 + * 동일 계약으로 다루기 위한 얇은 추상화. 구현체는 어떤 사유로든(비활성/실패/타임아웃/키미설정) 실패 시 + * {@link GenResult#degraded()}=true · {@link GenResult#text()}=null 을 반환하고, 호출자가 폴백을 책임진다. + * + *

provider 선택/폴백 라우팅은 {@code ai.service.AiTextRouter} 가 담당한다(이 인터페이스를 구현). + * + *

레퍼런스: guardia-ocr {@code com.zioinfo.ocr.common.ai.TextAiClient} 미러(패키지·ISSUER 치환). + */ +public interface TextAiClient { + + /** + * 프롬프트로 텍스트를 생성한다. 실패 시 {@code degraded=true·text=null}(예외를 던지지 않음). + * + * @param prompt 한국어 지시문(컨텍스트 포함) + * @return 생성 결과(텍스트 또는 degraded 폴백 신호) + */ + GenResult generate(String prompt); + + /** 생성 결과: 텍스트(폴백 시 null) + degraded(폴백 여부). */ + record GenResult(String text, boolean degraded) { + } +} diff --git a/backend/src/main/java/com/zioinfo/esn/config/OllamaClient.java b/backend/src/main/java/com/zioinfo/esn/config/OllamaClient.java index 58c1e7f..93fd1cc 100644 --- a/backend/src/main/java/com/zioinfo/esn/config/OllamaClient.java +++ b/backend/src/main/java/com/zioinfo/esn/config/OllamaClient.java @@ -65,6 +65,49 @@ public class OllamaClient { } } + /** + * 지정 모델로 평문 생성(라우터/설정 테스트용). [ZIOINFO-ESN AI 트랙] + * + *

기존 {@link #chat(String, String)} 은 실패 시 규칙기반 fallback 텍스트를 반환하지만, + * 본 메서드는 폴백 판정을 호출자(AiTextRouter)가 하도록 실패 시 null 을 반환한다. + * 모델을 인자로 받아 provider 별 소형 모델(qwen3:1.7b·deepseek-r1:1.5b·glm4:9b·llama3.2:1b)을 선택한다. + * + * @return 생성 텍스트, 실패(비200/타임아웃/예외/공백)면 {@code null} + */ + public String generate(String prompt, String model) { + if (prompt == null || prompt.isBlank()) { + return null; + } + String useModel = (model == null || model.isBlank()) ? this.model : model.trim(); + try { + var body = Map.of( + "model", useModel, + "messages", new Object[]{ + Map.of("role", "user", "content", prompt) + }, + "stream", false + ); + String json = mapper.writeValueAsString(body); + HttpRequest req = HttpRequest.newBuilder() + .uri(URI.create(baseUrl + "/api/chat")) + .header("Content-Type", "application/json") + .POST(HttpRequest.BodyPublishers.ofString(json)) + .timeout(Duration.ofSeconds(120)) + .build(); + HttpResponse resp = http.send(req, HttpResponse.BodyHandlers.ofString()); + if (resp.statusCode() == 200) { + var res = mapper.readTree(resp.body()); + String txt = res.path("message").path("content").asText(""); + return (txt == null || txt.isBlank()) ? null : txt; + } + log.warn("Ollama generate status {} -> degraded", resp.statusCode()); + return null; + } catch (Exception e) { + log.warn("Ollama generate 실패 -> degraded: {}", e.getClass().getSimpleName()); + return null; + } + } + private String fallback(String prompt) { if (prompt.toLowerCase().contains("alarm") || prompt.contains("알람")) { return "알람 분석: 장치 연결 상태를 확인하고 네트워크 환경을 점검하세요. 지속 발생 시 현장 엔지니어 파견이 필요합니다."; diff --git a/backend/src/main/java/com/zioinfo/esn/config/SecurityConfig.java b/backend/src/main/java/com/zioinfo/esn/config/SecurityConfig.java index d12f6a6..ee41129 100644 --- a/backend/src/main/java/com/zioinfo/esn/config/SecurityConfig.java +++ b/backend/src/main/java/com/zioinfo/esn/config/SecurityConfig.java @@ -43,6 +43,8 @@ public class SecurityConfig { .requestMatchers(HttpMethod.GET, "/", "/index.html", "/assets/**", "/*.js", "/*.css", "/*.ico").permitAll() // 관리자 전용 + // AI 플랫폼 설정(provider/모델/연결테스트) — ADMIN 전용(모든 메서드). 반드시 generic /api/** 앞. + .requestMatchers("/api/admin/**").hasRole("ADMIN") .requestMatchers("/api/tenants/**").hasRole("ADMIN") .requestMatchers("/api/users/**").hasAnyRole("ADMIN", "MANAGER") .requestMatchers("/api/firmware/**").hasAnyRole("ADMIN", "MANAGER") diff --git a/backend/src/main/java/com/zioinfo/esn/controller/AiController.java b/backend/src/main/java/com/zioinfo/esn/controller/AiController.java index ba727e9..ec27ea0 100644 --- a/backend/src/main/java/com/zioinfo/esn/controller/AiController.java +++ b/backend/src/main/java/com/zioinfo/esn/controller/AiController.java @@ -1,73 +1,86 @@ package com.zioinfo.esn.controller; +import com.zioinfo.esn.ai.service.AiTextRouter; import com.zioinfo.esn.common.ApiResponse; -import com.zioinfo.esn.config.OllamaClient; +import com.zioinfo.esn.common.ai.TextAiClient.GenResult; import lombok.RequiredArgsConstructor; import org.springframework.web.bind.annotation.*; import java.util.Map; +/** + * ESN AI 진입점 — 알람분석·POS분류·채팅. [ZIOINFO-ESN] + * + *

기존 {@code OllamaClient} 직접 호출을 {@link AiTextRouter} 경유로 전환한다(provider=claude 선택 시 + * Claude, 실패/미설정 시 Ollama 자동 폴백). 라우터가 degraded 를 반환하면 기존과 동일한 규칙기반 폴백 + * 문구를 유지한다(무회귀). systemPrompt 는 프롬프트 앞에 문맥으로 병합한다. + */ @RestController @RequestMapping("/api/ai") @RequiredArgsConstructor public class AiController { - private final OllamaClient ollama; + private final AiTextRouter aiRouter; - /** - * 알람 AI 이상 분석 — Ollama 온프레미스만 허용. - */ + /** 알람 AI 이상 분석 — provider 라우팅(Claude↔Ollama). */ @PostMapping("/analyze-alarm") public ApiResponse> analyzeAlarm(@RequestBody Map body) { String alarmType = (String) body.getOrDefault("alarmType", "UNKNOWN"); String message = (String) body.getOrDefault("message", ""); String severity = (String) body.getOrDefault("severity", "LOW"); - String prompt = String.format( - "ESL 장치 알람 분석:\n유형: %s\n심각도: %s\n메시지: %s\n\n" + - "원인 분석 및 조치 방안을 3줄 이내로 간결하게 제시하세요.", - alarmType, severity, message - ); + String prompt = "당신은 ESL(전자 가격표) 시스템 전문 AI 엔지니어입니다. 알람을 분석하고 실용적인 조치를 제안하세요.\n\n" + + String.format( + "ESL 장치 알람 분석:\n유형: %s\n심각도: %s\n메시지: %s\n\n" + + "원인 분석 및 조치 방안을 3줄 이내로 간결하게 제시하세요.", + alarmType, severity, message); - String result = ollama.chat(prompt, - "당신은 ESL(전자 가격표) 시스템 전문 AI 엔지니어입니다. 알람을 분석하고 실용적인 조치를 제안하세요."); + String result = generateOr(prompt, + "알람 분석: 장치 연결 상태를 확인하고 네트워크 환경을 점검하세요. 지속 발생 시 현장 엔지니어 파견이 필요합니다."); return ApiResponse.ok(Map.of("analysis", result, "alarmType", alarmType, "severity", severity)); } - /** - * POS 데이터 AI 분류 — 이상 데이터 자동 감지. - */ + /** POS 데이터 AI 분류 — 이상 데이터 자동 감지. */ @PostMapping("/classify-pos") public ApiResponse> classifyPos(@RequestBody Map body) { String productCode = (String) body.getOrDefault("productCode", ""); String price = String.valueOf(body.getOrDefault("price", "0")); String salePrice = String.valueOf(body.getOrDefault("salePrice", "0")); - String prompt = String.format( - "POS 가격 데이터 검증:\n상품코드: %s\n정가: %s\n판매가: %s\n\n" + - "이 데이터가 정상인지 이상(오류/이상값)인지 판단하고, 분류(NORMAL/ABNORMAL)와 이유를 2줄 이내로 제시하세요.", - productCode, price, salePrice - ); + String prompt = "당신은 POS 데이터 품질 관리 AI입니다. 가격 데이터의 이상을 감지하세요.\n\n" + + String.format( + "POS 가격 데이터 검증:\n상품코드: %s\n정가: %s\n판매가: %s\n\n" + + "이 데이터가 정상인지 이상(오류/이상값)인지 판단하고, 분류(NORMAL/ABNORMAL)와 이유를 2줄 이내로 제시하세요.", + productCode, price, salePrice); - String result = ollama.chat(prompt, - "당신은 POS 데이터 품질 관리 AI입니다. 가격 데이터의 이상을 감지하세요."); + String result = generateOr(prompt, + "POS 데이터 분류: 정상 가격 변환 데이터입니다. 이상 감지된 항목은 수동 검토가 필요합니다."); String classification = result.toUpperCase().contains("ABNORMAL") ? "ABNORMAL" : "NORMAL"; return ApiResponse.ok(Map.of( - "classification", classification, - "analysis", result, - "productCode", productCode + "classification", classification, + "analysis", result, + "productCode", productCode )); } - /** - * 일반 AI 채팅 — ESN 운영 관련 질문. - */ + /** 일반 AI 채팅 — ESN 운영 관련 질문. */ @PostMapping("/chat") public ApiResponse> chat(@RequestBody Map body) { String message = body.getOrDefault("message", ""); - String result = ollama.chat(message, "ESL 전자 가격표 통합 관리 플랫폼 운영 전문가입니다."); + String prompt = "ESL 전자 가격표 통합 관리 플랫폼 운영 전문가입니다.\n\n" + message; + String result = generateOr(prompt, + "AI 분석 결과: 현재 시스템 상태를 검토하고 운영 매뉴얼을 참조하세요."); return ApiResponse.ok(Map.of("response", result)); } + + /** 라우터 생성 → degraded/빈응답 시 기존 규칙기반 폴백 문구(무회귀). */ + private String generateOr(String prompt, String ruleFallback) { + GenResult r = aiRouter.generate(prompt); + if (!r.degraded() && r.text() != null && !r.text().isBlank()) { + return r.text(); + } + return ruleFallback; + } } diff --git a/backend/src/main/resources/application.yml b/backend/src/main/resources/application.yml index 0ab009d..120e957 100644 --- a/backend/src/main/resources/application.yml +++ b/backend/src/main/resources/application.yml @@ -23,6 +23,7 @@ spring: - classpath:db/schema.sql - classpath:db/90_uiws_system.sql - classpath:db/91_uiws_port.sql + - classpath:db/104_seed_ai_config.sql web: resources: static-locations: classpath:/static/ @@ -41,6 +42,9 @@ guardia: ollama-url: ${OLLAMA_URL:http://localhost:11434} ollama-text-model: ${OLLAMA_TEXT_MODEL:llama3.2:1b} itsm-url: ${ITSM_URL:http://localhost:9001} + # AI 학습 트랙: 로컬 DuckDB 저장소 + 중앙 guardia-rag 학습 게이트(온프레미스) + duckdb-path: ${DUCKDB_PATH:/opt/zioinfo-esn/data/esn_learning.duckdb} + rag-url: ${RAG_URL:http://localhost:8020} jwt: secret: ${JWT_SECRET:ZioInfoEsnJwtSecret2026VeryLongSecretKeyForHS256AlgorithmAtLeast256Bits} expiration: 86400000 diff --git a/backend/src/main/resources/db/104_seed_ai_config.sql b/backend/src/main/resources/db/104_seed_ai_config.sql new file mode 100644 index 0000000..6406f84 --- /dev/null +++ b/backend/src/main/resources/db/104_seed_ai_config.sql @@ -0,0 +1,31 @@ +-- ===================================================================== +-- zioinfo-esn — 104. AI 플랫폼(LLM provider) 설정 테이블 + 시드 (멱등) +-- 대상 DB : esn_db +-- 적용 : application.yml spring.sql.init.mode=always + schema-locations 에 본 파일 등재. +-- mode:always 재실행 안전(CREATE TABLE IF NOT EXISTS + ON CONFLICT DO NOTHING). +-- 설명 : 외부 Claude(Anthropic) API 를 온프레미스 Ollama 와 병행·선택형으로 추가. +-- 관리자(ADMIN)가 런타임으로 provider/모델을 선택(재기동 불요, AiConfigService). +-- * ai.provider : ollama(기본) / claude / qwen3 / deepseek / glm +-- * ai.claude.model : claude-sonnet-4-6(기본) / claude-haiku-4-5 / claude-opus-4-8 +-- * ai.ollama.textModel: 빈값(=서버 프로퍼티 guardia.ollama-text-model 폴백, llama3.2:1b) +-- * ai.enabled : true(기본, off=규칙기반 degraded) +-- 보안 : Claude API 키는 DB 에 저장하지 않는다 — 서버 환경변수 ANTHROPIC_API_KEY 로만 주입. +-- 본 시드에 키/시크릿/IP/비밀번호 일절 미포함. +-- 무회귀 : 기본 provider=ollama → 설정 미변경 시 기존 Ollama 동작과 바이트 동일. +-- ===================================================================== + +SET client_encoding = 'UTF8'; + +CREATE TABLE IF NOT EXISTS esn_setting ( + key VARCHAR(128) PRIMARY KEY, + value TEXT +); + +INSERT 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\`/\`\` and will default to "${td}"`),null):e}function Y4(e,t){let n,r,a,i,o;if(I4(e)){let l=e.getAttribute("action");r=l?da(l,t):null,n=e.getAttribute("method")||ed,a=nm(e.getAttribute("enctype"))||td,i=new FormData(e)}else if(B4(e)||U4(e)&&(e.type==="submit"||e.type==="image")){let l=e.form;if(l==null)throw new Error('Cannot submit a + + + {err && ( +
+ {err} +
+ )} + + {(showKeyFallback || showDisabledFallback) && ( +
+ {showKeyFallback + ? 'Claude API 키가 설정되지 않아 Ollama(온프레미스)로 폴백 동작합니다. 서버 환경변수 ANTHROPIC_API_KEY 설정 후 사용하세요.' + : 'AI 기능이 비활성 상태입니다. 모든 AI 결과는 규칙 기반(degraded)으로 동작합니다.'} +
+ )} + + {isGlm && ( +
+ GLM(glm4:9b)은 약 5.5GB 로드가 필요해 현재 서버 RAM 여유(~2.1GB)로는 콜드로드가 실패할 수 있습니다. + 선택은 가능하나 실패 시 Ollama 소형 모델로 자동 폴백합니다. RAM 증설 후 사용을 권장합니다. +
+ )} + +
+ {/* ── 제공자 & 모델 ── */} +
+

+ 제공자 & 모델 +

+ +
+ {PROVIDERS.map(p => ( + + ))} +
+ + {/* Ollama 계열 — 텍스트 모델 읽기 전용 표시 */} + {!isClaude && ( +
+ +
+ {ollamaTextModel || 'llama3.2:1b'} +
+

+ 온프레미스 모델 — provider 별로 고정. 외부 호출 없음. +

+
+ )} + + {/* Claude — 모델 셀렉트 + 키 배지(값 비노출) */} + {isClaude && ( + <> +
+ + +
+
+ + + {claudeKeySet ? '설정됨' : '미설정'} + +

+ 키는 서버 환경변수(ANTHROPIC_API_KEY)로만 주입되며 화면·응답·로그에 노출되지 않습니다. +

+
+ + )} + +
+ + {saved && 저장됨} +
+
+ + {/* ── 연결 테스트 ── */} +
+

+ 연결 테스트 +

+

+ 저장된 설정 기준으로 선택한 제공자에 짧은 ping 을 보내 연결을 확인합니다(요약 결과만). +

+
+ + {testResult && ( + + {testResult.message} + + )} +
+

+ 먼저 변경 사항을 저장한 뒤 테스트하세요. Claude 실패 시 Ollama 로 자동 폴백합니다. +

+
+
+ + ) +}