Structured Data Extraction with Sparrow Agent: Vision LLM & Prefect in Action

Discover how to streamline your data extraction process with Sparrow Agent! In this tutorial, I showcase how Sparrow Agent leverages Vision LLM to intelligently handle complex data tasks, while Prefect ensures every step is logged and monitored for maximum transparency and efficiency. Join me as I break down the process and share tips for optimizing your automated workflows. 

 

Building Web UI Apps with Python Gradio – A Java Developer’s Perspective

I explain building Web UI apps with Python Gradio framework. I used to work with Java in the past and was building enterprise Web UI apps with JSF. Based on this experience I can tell, Gradio is awesome framework for server side generated UI - it is easy to define UI components and control UI flow with event triggers.

 

Improving Qwen-VL Structured Output with Image Cropping

Explaining how I'm improving structured output results from Qwen-VL with image cropping in Sparrow.

 

 

Apple MLX Vision LLM Server with Ngrok, FastAPI and Sparrow

I show how I run Apple MLX backend on my local Mac Mini M4 Pro 64GB and access it from the Web through Ngrok, with automatically provisioned HTTPS certificate. 

 

Vision LLM Structured Output with Sparrow

I show how Sparrow UI Shell works with both image and PDF docs to process and extract structured data with Vision LLM (Qwen2) in the MLX backend.