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Merged
merged 4 commits into from
May 8, 2025
Merged

[N-2] 09-Vector Store / 05-Qdrant #883

merged 4 commits into from
May 8, 2025

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@pupba pupba commented May 6, 2025 •
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Update

  • Master Template에 맞춰서 기존 노트북 수정
  • 코드 수정(경량화)

pupba added 3 commits May 6, 2025 17:43
@pupba
[N-2] 09-VectorStore / 05-Qdrant
43b4a84 
- Init new contents
@pupba
[N-2] 09-VectorStore / 05-Qdrant
2946e13 
- Write Overview
@pupba
[N-2] 09-Vector Store / 05-Qdrant
d629921 
- New Qdrant Tutorial
- Legacy Notbook and Python Script Move to `/utils/qdrant/legacy/`
@pupba pupba requested a review from sohyunwriter May 6, 2025 13:08
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아래 코드 부분에서 오류 나는데 확인 부탁 드립니다

(코드)

# Get DB Client Object

client = get_db_client()

(오류)

---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
Cell In[8], [line 3](vscode-notebook-cell:?execution_count=8&line=3)
      [1](vscode-notebook-cell:?execution_count=8&line=1) # Get DB Client Object
----> [3](vscode-notebook-cell:?execution_count=8&line=3) client = get_db_client()

Cell In[7], [line 30](vscode-notebook-cell:?execution_count=7&line=30)
     [27](vscode-notebook-cell:?execution_count=7&line=27) host = os.environ.get("QDRANT_URL", None)
     [28](vscode-notebook-cell:?execution_count=7&line=28) api_key = os.environ.get("QDRANT_API_KEY", None)
---> [30](vscode-notebook-cell:?execution_count=7&line=30) client = QdrantClient(
     [31](vscode-notebook-cell:?execution_count=7&line=31)     url=host, api_key=api_key, check_compatibility=False, timeout=30
     [32](vscode-notebook-cell:?execution_count=7&line=32) )
     [34](vscode-notebook-cell:?execution_count=7&line=34) return client

File ~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_client.py:134, in QdrantClient.__init__(self, location, url, port, grpc_port, prefer_grpc, https, api_key, prefix, timeout, host, path, force_disable_check_same_thread, grpc_options, auth_token_provider, **kwargs)
    [132](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_client.py:132) if location is not None and url is None:
    [133](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_client.py:133)     url = location
--> [134](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_client.py:134) self._client = QdrantRemote(
    [135](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_client.py:135)     url=url,
    [136](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_client.py:136)     port=port,
    [137](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_client.py:137)     grpc_port=grpc_port,
    [138](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_client.py:138)     prefer_grpc=prefer_grpc,
    [139](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_client.py:139)     https=https,
    [140](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_client.py:140)     api_key=api_key,
    [141](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_client.py:141)     prefix=prefix,
    [142](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_client.py:142)     timeout=timeout,
    [143](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_client.py:143)     host=host,
    [144](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_client.py:144)     grpc_options=grpc_options,
    [145](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_client.py:145)     auth_token_provider=auth_token_provider,
    [146](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_client.py:146)     **kwargs,
    [147](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_client.py:147) )

File ~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_remote.py:168, in QdrantRemote.__init__(self, url, port, grpc_port, prefer_grpc, https, api_key, prefix, timeout, host, grpc_options, auth_token_provider, **kwargs)
    [165](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_remote.py:165)     bearer_auth = BearerAuth(self._auth_token_provider)
    [166](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_remote.py:166)     self._rest_args["auth"] = bearer_auth
--> [168](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_remote.py:168) self.openapi_client: SyncApis[ApiClient] = SyncApis(
    [169](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_remote.py:169)     host=self.rest_uri,
    [170](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_remote.py:170)     **self._rest_args,
    [171](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_remote.py:171) )
    [173](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_remote.py:173) self._grpc_channel = None
    [174](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/qdrant_remote.py:174) self._grpc_points_client: Optional[grpc.PointsStub] = None

File ~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/http/api_client.py:36, in SyncApis.__init__(self, host, **kwargs)
     [35](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/http/api_client.py:35) def __init__(self, host: str = None, **kwargs: Any):
---> [36](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/http/api_client.py:36)     self.client = ApiClient(host, **kwargs)
     [38](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/http/api_client.py:38)     self.beta_api = SyncBetaApi(self.client)
     [39](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/http/api_client.py:39)     self.cluster_api = SyncClusterApi(self.client)

File ~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/http/api_client.py:60, in ApiClient.__init__(self, host, **kwargs)
     [58](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/http/api_client.py:58) self.host = host
     [59](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/http/api_client.py:59) self.middleware: MiddlewareT = BaseMiddleware()
---> [60](https://file+.vscode-resource.vscode-cdn.net/Users/sohyun/project/LangChain-OpenTutorial/09-VectorStore/~/Library/Caches/pypoetry/virtualenvs/langchain-opentutorial-FtaFqYLT-py3.11/lib/python3.11/site-packages/qdrant_client/http/api_client.py:60) self._client = Client(**kwargs)

TypeError: Client.__init__() got an unexpected keyword argument 'check_compatibility'

@pupba
[N-2] 09-Vector Store / 05-Qdrant
c572bdf 
- QdrantClient 객체 생성 오류 해결 : 버전 차이로 인해 `check_compatibility` 사용 X
sohyunwriter
sohyunwriter approved these changes May 8, 2025
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네네 수정 확인했습니다. 코드 실행 잘 됩니다!

@sohyunwriter sohyunwriter merged commit 4396860 into LangChain-OpenTutorial:main May 8, 2025
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