Andrej Baranovskij Blog
Blog about Oracle, Full Stack, Machine Learning and Cloud
Sunday, December 26, 2021
Hugging Face Gradio Python UI for ML
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I dive into Gradio UI with Python, which is now part of Hugging Face. This is a very cool and simple to use library, it helps to build UI fo...
Saturday, December 18, 2021
TensorFlow.js Node on Docker and Kubernetes
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I explain how to dockerize TensorFlow.js Node app and also run it on Kubernetes. This work was done as part of our open-source MLOps solutio...
Sunday, December 12, 2021
TensorFlow.js Microservice
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Do you know you could run TensorFlow.js on backend with Node.js? I explain how to build microservice with TensorFlow.js based on sample Mobi...
Sunday, December 5, 2021
Building Bigger Applications with FastAPI
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I share a few tips and tricks on how to build a clean and readable REST API for larger apps with FastAPI framework. You will learn how to sp...
Sunday, November 28, 2021
Merging GitHub Repo Template Changes
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I explain how to merge changes from GitHub template repo. This allows developing infrastructure platform and products running on that platfo...
Sunday, November 21, 2021
OpenAI GPT-3 API Overview
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GPT-3 API review. I walk through a few examples and show how it works in OpenAI's playground. You will see how GPT-3 generates SQL state...
Sunday, November 14, 2021
Scale FastAPI on Kubernetes Pod
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This video shows how to scale FastAPI REST endpoint running on Kubernetes Pod.
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