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How to use audio data in LlamaIndex with Python

AssemblyAI

venv/bin/activate # Windows: python -m venv venv.venvScriptsactivate.bat Install LlamaIndex, Llama Hub, and the AssemblyAI Python package : pip install llama-index llama-hub assemblyai Set your AssemblyAI API key as an environment variable named ASSEMBLYAI_API_KEY. You can read more about the integration in the official Llama Hub docs.

Python 200
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How to use audio data in LangChain with Python

AssemblyAI

venv/bin/activate # Windows: python -m venv venv.venvScriptsactivate.bat Install LangChain and the AssemblyAI Python package : pip install langchain pip install assemblyai Set your AssemblyAI API key as an environment variable named ASSEMBLYAI_API_KEY. page_content) # Runner's knee. Runner's knee is a condition.

Python 217
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Protect Your Python Projects: Avoid Direct setup.py Invocation for Ultimate Code Safeguarding!

Towards AI

complexities and embrace efficient Python packaging with build frontends. Photo by FLY:D on Unsplash In this article, we’ll explore the challenges faced by distutils, setuptool and why invoking setup.py Embracing its simplicity, portability, and future-proofing benefits, making them the key to success in modern Python packaging.

Python 82
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How to Process 3D Medical Imaging Data using Python and SimpleITK

Towards AI

In this article, I will cover 3 file formats that we deal with constantly. I will share what these formats are and how to process them using Python. This leads me to deal with the different formats that medical images come with.

Python 100
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How to Save Trained Model in Python

The MLOps Blog

In this article, you will learn about different methods of saving, storing, and packaging a trained machine-learning model, along with the pros and cons of each method. How to save a trained model in Python? Saving trained model with pickle The pickle module can be used to serialize and deserialize the Python objects.

Python 105
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Fine tune a generative AI application for Amazon Bedrock using Amazon SageMaker Pipeline decorators

AWS Machine Learning Blog

In this post, we show you how to convert Python code that fine-tunes a generative AI model in Amazon Bedrock from local files to a reusable workflow using Amazon SageMaker Pipelines decorators. It automatically keeps track of model artifacts, hyperparameters, and metadata, helping you to reproduce and audit model versions.

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How to Design, Build and Publish a Python package?

Towards AI

In Python, a package organizes related modules (Python files) into a single hierarchical structure. A Python package is simply a directory that contains one or more Python modules, along with a special __init__.py py file that tells Python that this directory should be treated as a package. Synopsis 1.

Python 66