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-**Operational Couchbase cluster** with configured access ([Instructions](https://docs.couchbase.com/cloud/get-started/connect.html#prerequisites))
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-**Connection string** from Couchbase Capella
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-**Python 3.10 or higher** (check [compatibility](https://docs.couchbase.com/python-sdk/current/project-docs/compatibility.html#python-version-compat) with the Couchbase SDK).
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- A **Couchbase Capella account** ([Docs](https://docs.couchbase.com/cloud/get-started/intro.html)) **or** a local installation (or Docker container) of **Couchbase Server** ([Download](https://www.couchbase.com/downloads)).
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- An **operational cluster** created in a project (Capella) or properly configured on your local machine (Couchbase Server).
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- Ensure proper access control:
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- For **Couchbase Capella**, configure cluster access permissions and allowlisted IP addresses ([Docs](https://docs.couchbase.com/cloud/get-started/connect.html#prerequisites)).
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- For **Couchbase Server**, set up appropriate user roles and permissions ([Docs](https://docs.couchbase.com/server/current/manage/manage-security/manage-users-and-roles.html)).
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- Obtain the **connection string** for **Couchbase Capella** or **Couchbase Server** by following the official guide: [Docs](https://docs.couchbase.com/python-sdk/current/hello-world/start-using-sdk.html#connect).
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### Installation and Setup
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Create an isolated Python environment, run the following commands:
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