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2222- ** Python 3.9+**
2323- ** Google Cloud SDK** (includes gsutil) — for cloud upload features
2424- ** Permissions** to target GCS buckets
25+ ---
26+ ### Google Cloud Setup
2527
26- ** OR** use Docker (see [ Docker Installation] ( #docker-installation ) below)
28+ Required only for cloud upload features:
29+ ``` bash
30+ # Install Google Cloud SDK
31+ # Download from: https://cloud.google.com/sdk/docs/install
2732
28- ---
33+ # Authenticate
34+ gcloud auth login --no-launch-browser
35+ gcloud auth application-default login --no-launch-browser
2936
30- ### Installation
37+ # Verify access (optional)
38+ gsutil ls
39+ gcloud auth list
40+ ```
3141
42+ ### Installation
3243#### Option 1: Install from PyPI (Recommended)
3344
3445``` bash
@@ -58,24 +69,6 @@ pip install -e .
5869# Or with all optional features
5970pip install -e " .[all]"
6071```
61- ---
62-
63- ### Google Cloud Setup (Optional)
64-
65- Required only for cloud upload features:
66-
67- ``` bash
68- # Install Google Cloud SDK
69- # Download from: https://cloud.google.com/sdk/docs/install
70-
71- # Authenticate
72- gcloud auth login --no-launch-browser
73- gcloud auth application-default login --no-launch-browser
74-
75- # Verify access (optional)
76- gsutil ls
77- gcloud auth list
78- ```
7972
8073---
8174
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