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rb8001로 통합하는 과정에서 발생한 이슈들과 해결 방법을 정리한 문서입니다. + +--- + +## 1. 초기 통합 이슈 + +### 1.1 Import 오류 +**문제**: rb8001 컨테이너 시작 시 다음 오류 발생 +```python +ImportError: cannot import name 'calculate_memory_scores' from 'app.memory.scoring' +``` + +**원인**: rb10508_micro와 rb8001의 함수명이 다름 +- rb10508_micro: `add_composite_scores`, `maximal_marginal_relevance` +- rb8001 (잘못된): `calculate_memory_scores` + +**해결**: `/home/heejae/rb8001/app/memory/manager.py` 수정 +```python +from app.memory.scoring import add_composite_scores, maximal_marginal_relevance +``` + +### 1.2 포트 설정 혼란 +**문제**: rb8001이 8000 포트로 실행됨 +**사용자 피드백**: "8001이 아니라?" + +**해결**: +1. Dockerfile의 EXPOSE와 CMD 수정 +2. docker-compose.yml의 포트 매핑 수정 +3. .env 파일의 PORT=8001 설정 + +--- + +## 2. Slack 봇 토큰 이슈 + +### 2.1 봇 토큰 충돌 +**문제**: "왜 A라는 채널에서 robeing을 언급해서 말하면 hj-robeing이 대답하는거야?" +- A 채널: robeing (rb8001) +- B 채널: hj-robeing (rb10408) + +**원인**: rb8001이 rb10408의 토큰을 사용 중 + +**해결**: .env 파일 수정 +```bash +# 변경 전 +SLACK_BOT_TOKEN=xoxb-9073915808149-9095834173536-... (hj-robeing) + +# 변경 후 +SLACK_BOT_TOKEN=xoxb-9073915808149-9107868204992-... (robeing) +``` + +### 2.2 멀티봇 지원 구현 +**요구사항**: skill-slack 서비스가 여러 봇 토큰을 관리해야 함 + +**구현**: `/home/heejae/skill-slack/app/services/slack_client.py` +```python +self.bot_tokens = { + "rb8001": settings.SLACK_BOT_TOKEN_RB8001, + "rb10408": settings.SLACK_BOT_TOKEN_RB10408, + "default": settings.SLACK_BOT_TOKEN +} + +def get_bot_token(self, bot_id: str = None) -> str: + if bot_id and bot_id in self.bot_tokens: + return self.bot_tokens[bot_id] + return self.bot_tokens["default"] +``` + +--- + +## 3. Gemini 설정 변경 + +### 3.1 CLI 모드 전환 +**사용자 요청**: "어 cli로 변경할게" + +**변경 내용**: `.env` 파일 +```bash +GEMINI_USE_CLI=true +GEMINI_CLI_PATH=/usr/local/node/bin/gemini +``` + +--- + +## 4. 3초 ACK 메시지 제거 + +### 4.1 불필요한 ACK 메시지 +**문제**: rb10508_micro는 3초 ACK 메시지를 사용하지 않음 +**사용자 피드백**: "rb10508_micro를 보면 🤔 답변 생성중입니다... 이러한 3초 ack을 안쓰고 있는데" + +**해결**: `/home/heejae/rb8001/app/router/slack_handler.py` +```python +# 제거된 코드 +# await ack("🤔 답변 생성중입니다... 잠시만 기다려주세요!") +# await asyncio.sleep(3) + +# 즉시 응답 +await ack() +``` + +--- + +## 5. Thread Context 이슈 + +### 5.1 /digest 명령어 thread_ts 누락 +**문제**: "쓰레드 내에서 /digest를 하면 쓰레드를 못찾는데?" + +**원인**: thread_ts 파라미터가 전달되지 않음 + +**해결 1**: slack_handler.py에서 thread_ts 전달 +```python +response = await command_handler.handle_command( + command=command_name, + text=text, + user_id=user_id, + channel_id=channel_id, + thread_ts=thread_ts # 추가 +) +``` + +**해결 2**: ThreadDigestCommand에서 자동 감지 +```python +if not thread_ts and hasattr(self, 'context'): + thread_ts = self.context.get('thread_ts') +``` + +--- + +## 6. ChromaDB 및 Memory 시스템 + +### 6.1 Embedding Service 연결 실패 +**문제**: "skill-embedding이 없다고?" + +**원인**: +1. 잘못된 포트 (8015 → 8515) +2. 잘못된 URL (skill-embedding → localhost) + +**해결**: +```python +# embedding_client.py +self.url = os.getenv('SKILL_EMBEDDING_URL', 'http://localhost:8515') +``` + +### 6.2 ChromaDB _type KeyError +**문제**: ChromaDB에서 '_type' 키 오류 + +**해결**: ChromaDB 재생성 +```bash +rm -rf /home/heejae/rb8001/chroma_db +# 컨테이너 재시작로 자동 재생성 +``` + +### 6.3 Memory Search 통합 +**문제**: "대화 중에 memory search가 작동하나?" + +**해결**: GeminiHandler에 memory search 기능 추가 +```python +async def chat(self, message: str, ...): + # Memory search + memory_manager = MemoryManager(self.robing_name) + memories = await memory_manager.search_memories( + query=message, + n_results=3 + ) + + if memories: + memory_context = "\n\n[중요: 과거 대화 기록]\n" + # ... memories 처리 +``` + +--- + +## 7. PostgreSQL 연결 (robeing-state-service) + +### 7.1 SSH 터널링 설정 +**서버 정보**: +- Host: 124.55.18.179 +- Port: 51123 +- User: admin + +**터널링 명령어**: +```bash +sshpass -p "19800508" ssh -o StrictHostKeyChecking=no -f -N \ + -L 5433:localhost:5432 admin@124.55.18.179 -p 51123 +``` + +### 7.2 State Service 설정 +**초기 문제들**: +1. psycopg2-binary 버전 오류 (2.9.0 → 2.9.9) +2. 불필요한 SLACK 환경변수 요구 +3. 잘못된 PostgreSQL 계정 (admin → robeings) +4. 포트 설정 오류 (8002 → 8507) + +**최종 설정**: +```bash +# .env +DATABASE_URL=postgresql://robeings:robeings@localhost:5433/auth_db +PORT=8507 +``` + +**config.py 수정**: +```python +# Slack 설정을 Optional로 변경 +SLACK_BOT_TOKEN: Optional[str] = None +SLACK_SIGNING_SECRET: Optional[str] = None +``` + +--- + +## 8. 통합된 기능 목록 + +### rb10408_test에서 통합된 기능 +- ✅ Slack Request URL 변경 (rb10408 → rb8001) +- ✅ Slack 봇 토큰 설정 +- ✅ 멀티봇 토큰 지원 +- ✅ LLM Gateway 이전 + +### rb10508_micro에서 통합된 기능 +- ✅ Gemini CLI 모드 +- ✅ 3초 ACK 메시지 제거 +- ✅ Thread context 자동 감지 +- ✅ ChromaDB 메모리 시스템 +- ✅ Memory search in conversation +- ✅ Embedding service 연동 + +### 새로 추가된 기능 +- ✅ PostgreSQL 연결 (robeing-state-service) +- ✅ SSH 터널링을 통한 원격 DB 접속 +- ✅ State 영구 저장소 + +--- + +## 9. 미구현 기능 (DOCS 기반) + +### 스탯 시스템 확장 +- [ ] Ethics 스탯 추가 +- [ ] 스탯 포인트 분배 시스템 +- [ ] 레벨업 시 포인트 획득 메커니즘 + +### 스킬 시스템 +- [ ] 30개 스킬 구현 (현재 부분 구현) +- [ ] 스킬 레벨 시스템 +- [ ] 스킬 쿨다운 + +### 클래스 시스템 +- [ ] 7개 클래스 구현 + - 조율자(Conductor) + - 기록자(Archivist) + - 해석자(Interpreter) + - 탐색자(Explorer) + - 중재자(Mediator) + - 예언자(Foresight) + - 수행자(Executor) + +### 기타 시스템 +- [ ] 아이템 시스템 +- [ ] DID 기반 아이덴티티 +- [ ] GUI 통합 +- [ ] 망각 메커니즘 +- [ ] 요약 시스템 + +--- + +## 10. 실행 명령어 정리 + +### 기본 실행 +```bash +# SSH 터널 시작 +./start-tunnel.sh + +# State Service 실행 +cd /home/heejae/robeing-state-service +docker compose up -d + +# rb8001 실행 +cd /home/heejae/rb8001 +docker compose up -d + +# Skill services 실행 +cd /home/heejae/skill-slack +docker compose up -d +``` + +### 트러블슈팅 +```bash +# 로그 확인 +docker logs rb8001 -f +docker logs robing_state -f + +# 컨테이너 재시작 +docker compose restart + +# 전체 재빌드 +docker compose down +docker compose up -d --build + +# ChromaDB 초기화 +rm -rf /home/heejae/rb8001/chroma_db +docker compose restart +``` + +### 상태 확인 +```bash +# Health check +curl http://localhost:8001/health +curl http://localhost:8507/health + +# SSH 터널 확인 +ps aux | grep "5433:localhost:5432" + +# PostgreSQL 접속 테스트 +PGPASSWORD=19800508 psql -h localhost -p 5433 -U admin -d auth_db +``` + +--- + +## 작성일: 2025-08-13 +## 작성자: Claude (with heejae) \ No newline at end of file diff --git a/research/README.md b/research/README.md old mode 100644 new mode 100755 diff --git a/research/creativity/README.md b/research/creativity/README.md old mode 100644 new mode 100755 diff --git a/research/creativity/anderson_2007_act_r_cognitive_architecture.md b/research/creativity/anderson_2007_act_r_cognitive_architecture.md old mode 100644 new mode 100755 diff --git a/research/creativity/colton_wiggins_2012_computational_creativity.md 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