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Showing posts with label Python. Show all posts
Showing posts with label Python. Show all posts
Wednesday, April 23, 2025

Azure AI Foundry - Part3 - Abstractive text summarization

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In this article, I will show you how to use Azure Cognitive Services for text summarization.  Azure AI Foundry portal AI Services - Language...
Thursday, July 4, 2024

vSphere with Tanzu using NSX-T - Part35 - Monitoring supervisor cluster health with Python and vCenter APIs

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vSphere with Tanzu Supervisor cluster is a Kubernetes platform that simplifies the deployment, management, and scaling of Kubernetes cluster...
Monday, July 1, 2024

vSphere with Tanzu using NSX-T - Part34 - CPU and Memory utilization of a supervisor cluster

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vSphere with Tanzu is a Kubernetes-based platform for deploying and managing containerized applications. As with any cloud-native platform, ...
Tuesday, April 23, 2024

Hugging Face - Part6 - Repo model xyz is gated and you must be authenticated to access it

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Today, while working locally on my machine with mistralai/Mistral-7B-Instruct-v0.2 from Hugging Face, I encountered the following issue:   ...
Saturday, April 20, 2024

Hugging Face - Part5 - Deploy your LLM app on Kubernetes

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In our previous blog post, we explored the process of containerizing the Large Language Model (LLM) from Hugging Face using FastAPI and Dock...
Sunday, March 31, 2024

Hugging Face - Part4 - Containerize your LLM app using Python, FastAPI, and Docker

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In this exercise, our objective is to integrate an API endpoint for the Large Language Model (LLM) provided by Hugging Face using FastAPI. A...
Saturday, February 24, 2024

Hugging Face - Part3 - Inference with Code Llama using LangChain

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In the field of understanding and working with human language (NLP), Hugging Face is a key platform that provides many pre-trained models fo...
Wednesday, February 21, 2024

Hugging Face - Part2 - Code generation with Code Llama - Instruct

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Code Llama , an impressive publicly available machine learning model, is a specialised version of Llama 2 that was created by further traini...
Monday, February 19, 2024

Hugging Face - Part1 - Getting started

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This blog series will help you get started with Hugging Face, including: Downloading and using Hugging Face models locally via the Python Tr...
Thursday, January 25, 2024

Ollama - Part2 - Prompt Large Language Models (LLMs) using Ollama, LangChain and Python

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In this exercise we will learn to interact with the LLMs using Ollama, LangChain, and Python. Full project in my GitHub https://github.com/v...
Saturday, September 23, 2023

Configure syslog forwarding in vCenter servers using Python

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As a system administrator, it's essential to ensure that your vCenter servers are properly configured to collect and forward system logs...
Sunday, October 9, 2022

Working with Kubernetes using Python - Part 06 - Create namespace

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Following code snipet uses Python client for the kubernetes API to create namespace. You will need to specify the kubeconfig file and the ...
Sunday, September 25, 2022

Working with Kubernetes using Python - Part 05 - Get pods

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Following code snipet uses Python client for the kubernetes API to get all pods and pods under a specific namespace for a given context: f...
Saturday, June 11, 2022

Working with Kubernetes using Python - Part 04 - Get namespaces

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Following code snipet uses Python client for the kubernetes API to get namespace details from a given context: from kubernetes import cli...
Saturday, April 9, 2022

Working with Kubernetes using Python - Part 03 - Get nodes

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Following code snipet uses kubeconfig python module to switch context and Python client for the kubernetes API to get cluster node detail...
Saturday, March 19, 2022

Working with Kubernetes using Python - Part 02 - Switch context

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Following code snipet uses kubeconfig python module and it takes the default kubeconfig file, and switch to a new context.  kubectl comman...
Saturday, March 5, 2022

Working with Kubernetes using Python - Part 01 - List contexts

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Following code snipet uses Python client for the kubernetes API and it takes the default kubeconfig file, list the contexts, and active co...