Add SingleStore AI Bootcamp : AI/ML Enablement template notebooks #149
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kesmit13
requested changes
Oct 30, 2025
bharathts07
commented
Oct 30, 2025
| - id: requirements-txt-fixer | ||
| - repo: https://github.com/PyCQA/flake8 | ||
| rev: 5.0.4 | ||
| rev: 7.1.1 |
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Updated this to get past local config error
bharathts07
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Oct 30, 2025
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| [meta] | ||
| authors=["bharath-swamy"] | ||
| title="Demonstrate ML function Anomaly Detect" | ||
| description="""\ | ||
| Learn how to train an ML Anomaly Detect \ | ||
| model and run it to predict the class of a set of time series inputs. | ||
| """ |
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Added a new example for anomaly detect
bharathts07
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Oct 30, 2025
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| "# Install and Import Required Libraries\n", | ||
| "!pip install -q langchain==0.3.27 langchain-openai==0.2.10 langchain-community==0.3.25 langchain-core==0.3.72 pillow==10.4.0 aiofiles==24.1.0" |
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Pinned the all install libraries for consistency
bharathts07
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Oct 30, 2025
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| "async def download_image_from_url(image_url: str, max_size: int = 1024) -> str:\n", | ||
| " \"\"\"\n", | ||
| " Download image from URL and encode to base64 for GPT-4o Vision API.\n", | ||
| "\n", | ||
| " Parameters\n", | ||
| " ----------\n", | ||
| " image_url : str\n", | ||
| " URL of the image to download\n", | ||
| " max_size : int, optional\n", | ||
| " Maximum size to resize image to save on API costs, by default 1024\n", | ||
| "\n", | ||
| " Returns\n", | ||
| " -------\n", | ||
| " str\n", | ||
| " Base64 encoded image string\n", | ||
| "\n", | ||
| " Raises\n", | ||
| " ------\n", | ||
| " Exception\n", | ||
| " If image download fails or processing encounters an error\n", | ||
| " \"\"\"\n", |
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Updated function to Use numpy style docstrings
bharathts07
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ricardoasmarques
approved these changes
Oct 30, 2025
kesmit13
reviewed
Oct 31, 2025
| } | ||
| ], | ||
| "source": [ | ||
| "pip install -q kagglehub" |
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Should be pinned to a version
| ], | ||
| "source": [ | ||
| "%%sql\n", | ||
| "USE \"temp\";\n", |
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If you are going to do this instead of selecting the database in the UI, you should at least use {{ db_name }} so that if that variable is changed earlier in the notebook, this still matches.
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WHAT
WHY
Need to demo the possibilities to Sales / Solution engineers