Monday, February 10, 2025

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

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Discover how to streamline your data extraction process with Sparrow Agent! In this tutorial, I showcase how Sparrow Agent leverages Vision ...
Tuesday, February 4, 2025

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

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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 wi...
Tuesday, January 28, 2025

Improving Qwen-VL Structured Output with Image Cropping

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Explaining how I'm improving structured output results from Qwen-VL with image cropping in Sparrow.    
Monday, January 20, 2025

Apple MLX Vision LLM Server with Ngrok, FastAPI and Sparrow

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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...
Tuesday, January 14, 2025

Vision LLM Structured Output with Sparrow

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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 bac...
Monday, December 23, 2024

Stateless MLX Inference with FastAPI in Sparrow

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I show how to run inference with MLX in stateless mode, when loaded model is released after inference completes. This is useful when inferen...
Tuesday, December 17, 2024

Streamlined Table Data Extraction with Sparrow | Table Transformer, Qwen2 VL, MLX, & Mac Mini M4 Pro

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Learn how to streamline table data extraction with Sparrow, Table Transformer, Qwen2 VL, and MLX on the Mac Mini M4 Pro. Simplify your workf...