> /compact 
  ⎿  Compacted. ctrl+r to see full summary

---

> 그렇다면 도커 컴포즈로 전체를 실행하고 문제 생기는지 관찰해줘.

---

⏺ Docker Compose로 전체 시스템을 실행하고 문제를 확인하겠습니다.

⏺ Bash(./scripts/docker_run.sh)
  ⎿  Error: === TTimes Guide Coding Docker 실행 ===

     실행 모드를 선택하세요:
     1. 전체 시스템 시작 (build + up)
     2. 백그라운드로 시작 (build + up -d)
     3. 로그 확인 (logs -f)
     4. 시스템 중지 (down)
     5. 시스템 완전 삭제 (down -v)
     6. 개별 서비스 재시작
     7. 헬스체크 상태 확인
     … +2 lines (ctrl+r to see all)

⏺ 대화형 스크립트는 자동화할 수 없으므로 직접 Docker Compose 명령어를 실행하겠습니다.

⏺ Bash(docker compose build)
  ⎿  #1 [internal] load local bake definitions
     #1 reading from stdin 2.27kB done
     #1 DONE 0.0s
     … +409 lines (ctrl+r to expand)

⏺ 빌드가 진행되고 있습니다. 이제 백그라운드로 시스템을 시작하겠습니다.

⏺ Bash(docker compose up -d)
  ⎿  Error: time="2025-06-30T23:24:44+09:00" level=warning msg="/Users/jhj/Desktop/personal/ttimes_guide_coding/docker-compose.yml: the attribute `version` is obsolete, it will be ignored, please remove it to avoid 
     potential confusion"
      redis Pulling 
      postgres Pulling 
      6e771e15690e Already exists 
      a8ae3b7f17cd Pulling fs layer 
      365f7b80ab06 Pulling fs layer 
      317ad5514417 Pulling fs layer 
      71a126f17b84 Pulling fs layer 
      f8b151b6fedd Pulling fs layer 
      4f4fb700ef54 Pulling fs layer 
     … +177 lines (ctrl+r to see all)

⏺ LangConnect 컨테이너에 오류가 발생했습니다. 로그를 확인해보겠습니다.

⏺ Bash(docker compose logs langconnect)
  ⎿  ttimes_langconnect  | Using CPython 3.11.13 interpreter at: /usr/local/bin/python3
     ttimes_langconnect  | Creating virtual environment at: .venv
     ttimes_langconnect  |    Building langconnect @ file:///app
     … +112 lines (ctrl+r to expand)

⏺ LangConnect가 SUPABASE_URL 환경 변수를 요구하고 있습니다. langconnect/config.py를 확인해보겠습니다.

⏺ Read(langconnect/config.py)
  ⎿  Error: File does not exist.

⏺ Task(Find LangConnect config)
  ⎿  Done (5 tool uses · 21.7k tokens · 51.4s)                                                                                                                                                                                

---

> 슈파베이스를 사용하고 싶지 않아. langconnect 에서 Authorization 하는 Supabase 부분만 제거하고 실행할 수 없을까?

---

⏺ Supabase 인증을 제거하고 LangConnect를 실행할 수 있도록 수정하겠습니다.

⏺ Update Todos
  ⎿  ☒ 프로젝트 현황 파악 - 기존 코드베이스 분석 및 문서 검토
     ☒ Planning Agent 개발 - 계획 수립 에이전트 구현
     ☒ Research Agent 개발 - 자료조사 에이전트 구현
     ☒ Report Writing Agent 개발 - 보고서 작성 에이전트 구현
     ☒ All-Search MCP Server 구현 - FastMCP 2.0 기반
     ☒ MCP 클라이언트 설정 - langchain-mcp-adapters 연동
     ☒ Planning Agent A2A 서버 래핑
     ☒ Research Agent A2A 서버 래핑
     ☒ Report Writing Agent A2A 서버 래핑
     ☒ UnifiedResearch Agent 구현 - Google ADK 기반
     ☒ 통합 테스트 및 디버깅
     ☐ LangConnect에서 Supabase 인증 제거

⏺ Read(langconnect/langconnect/config.py)
  ⎿  Read 49 lines (ctrl+r to expand)

⏺ Read(langconnect/langconnect/auth.py)
  ⎿  Read 95 lines (ctrl+r to expand)

⏺ LangConnect에서 Supabase 인증을 제거하겠습니다. config.py와 auth.py를 수정하여 단순한 API 키 기반 인증으로 변경하겠습니다.

⏺ Update(langconnect/langconnect/config.py)
  ⎿  Updated langconnect/langconnect/config.py with 3 additions and 7 removals                 
        1    import json
        2    
        3    from langchain_core.embeddings import Embeddings
        4 -  from starlette.config import Config, undefined
        4 +  from starlette.config import Config
        5    
        6    env = Config()
        7    
        8    IS_TESTING = env("IS_TESTING", cast=str, default="").lower() == "true"
        9    
       10 -  if IS_TESTING:
       11 -      SUPABASE_URL = ""
       12 -      SUPABASE_KEY = ""
       13 -  else:
       14 -      SUPABASE_URL = env("SUPABASE_URL", cast=str, default=undefined)
       15 -      SUPABASE_KEY = env("SUPABASE_KEY", cast=str, default=undefined)
       10 +  # API Key for simple authentication (instead of Supabase)
       11 +  LANGCONNECT_API_KEY = env("LANGCONNECT_API_KEY", cast=str, default="test-api-key")
       12    
       13    
       14    def get_embeddings() -> Embeddings:

⏺ Update(langconnect/langconnect/auth.py)
  ⎿  Updated langconnect/langconnect/auth.py with 2 removals                      
        5    from fastapi import Depends
        6    from fastapi.exceptions import HTTPException
        7    from fastapi.security import HTTPAuthorizationCredentials, HTTPBearer
        8 -  from gotrue.types import User
        8    from starlette.authentication import BaseUser
        9 -  from supabase import create_client
        9    
       10    from langconnect import config
       11    

⏺ Update(langconnect/langconnect/auth.py)
  ⎿  Updated langconnect/langconnect/auth.py with 5 additions and 19 removals                       
       41            return self.user_id
       42    
       43    
       44 -  def get_current_user(authorization: str) -> User:
       45 -      """Authenticate a user by validating their JWT token against Supabase.
       44 +  def validate_api_key(api_key: str) -> bool:
       45 +      """Validate API key against configured key.
       46    
       47 -      This function verifies the provided JWT token by making a request to Supabase.
       48 -      It requires the SUPABASE_URL and SUPABASE_KEY environment variables to be
       49 -      properly configured.
       50 -  
       47        Args:
       48 -          authorization: JWT token string to validate
       48 +          api_key: API key string to validate
       49    
       50        Returns:
       51 -          User: A Supabase User object containing the authenticated user's information
       52 -  
       53 -      Raises:
       54 -          HTTPException: With status code 500 if Supabase configuration is missing
       55 -          HTTPException: With status code 401 if token is invalid or authentication fails
       51 +          bool: True if API key is valid, False otherwise
       52        """
       53 -      supabase = create_client(config.SUPABASE_URL, config.SUPABASE_KEY)
       54 -      response = supabase.auth.get_user(authorization)
       55 -      user = response.user
       53 +      return api_key == config.LANGCONNECT_API_KEY
       54    
       55 -      if not user:
       56 -          raise HTTPException(status_code=401, detail="Invalid token or user not found")
       57 -      return user
       55    
       56 -  
       56    def resolve_user(
       57        credentials: Annotated[HTTPAuthorizationCredentials, Depends(security)],
       58    ) -> AuthenticatedUser | None:

⏺ Update(langconnect/langconnect/auth.py)
  ⎿  Updated langconnect/langconnect/auth.py with 6 additions and 13 removals                      
       63        if not credentials.credentials:
       64            raise HTTPException(status_code=401, detail="Invalid credentials")
       65    
       66 -      if config.IS_TESTING:
       67 -          if credentials.credentials in {"user1", "user2"}:
       68 -              return AuthenticatedUser(credentials.credentials, credentials.credentials)
       69 -          raise HTTPException(
       70 -              status_code=401, detail="Invalid credentials or user not found"
       71 -          )
       72 -  
       73 -      user = get_current_user(credentials.credentials)
       74 -  
       75 -      if not user:
       76 -          raise HTTPException(status_code=401, detail="Invalid credentials")
       77 -  
       78 -      return AuthenticatedUser(user.id, user.user_metadata.get("name", "User"))
       66 +      # Simple API key validation
       67 +      if validate_api_key(credentials.credentials):
       68 +          # Return a default user for API key authentication
       69 +          return AuthenticatedUser("api-user", "API User")
       70 +      
       71 +      raise HTTPException(status_code=401, detail="Invalid API key")

⏺ 이제 .env.example에 LANGCONNECT_API_KEY를 추가하고, docker-compose.yml에서 LANGCONNECT_API_KEY를 설정하겠습니다.

⏺ Update(.env.example)
  ⎿  Updated .env.example with 1 addition and 1 removal  
       32    LOG_LEVEL=INFO
       33    
       34    # LangConnect Configuration
       35 -  LANGCONNECT_API_KEY=your-langconnect-api-key
       35 +  LANGCONNECT_API_KEY=test-api-key
       36    LANGCONNECT_API_URL=http://localhost:8080
       37    
       38    # Agent Ports (for local development)