Andrej Baranovskij Blog

Blog about Oracle, Full Stack, Machine Learning and Cloud

Monday, April 28, 2025

Vision LLM on Mac Mini M4 Pro: Real-World MLX Performance

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I discuss the real-world MLX performance of Sparrow for structured data extraction with public access. The current Sparrow online instance r...
Tuesday, April 22, 2025

Running Vision Models on Apple Silicon with MLX-VLM

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I show and explain how to run Qwen and Mistral vision models on Apple Silicon with MLX-VLM. I share technical tips about how to run both mod...
Tuesday, April 15, 2025

Dashboard with Gradio Python

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This video showcases the Sparrow dashboard, where you can view statistics on document data extraction events processed by Sparrow. This eleg...
Monday, March 31, 2025

Extract Structured Data from Documents with Sparrow (Free Tier Available)

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I built Sparrow for document data extraction 🚀 It's fully open-source and runs locally on your machine You can extract structured dat...
Tuesday, March 25, 2025

Oracle DB 23ai Free Connection Pool in Python

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I describe how to connect to Oracle DB from Python. I explain why DB connection pool is important for better performance. Connection is done...
Monday, March 17, 2025

Temporary Files Cleaner for Gradio Web App

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Learn how to implement an automatic temporary file cleanup solution for Gradio web applications. This tutorial shows you how to prevent disk...
Wednesday, March 12, 2025

Building AI Agent for Local Structured JSON Output

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I explain key steps of building AI agent to process document and extract structured JSON data locally. I'm running it with Sparrow and u...
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Andrej Baranovskij
Vilnius, Lithuania
I'm Oracle ACE Director, Oracle Groundbreaker Ambassador, CEO and Technical Expert at Red Samurai Consulting with focus on Oracle Fusion Middleware and Oracle Cloud technologies.
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