Monday, June 23, 2025

How to Extract Financial Statement Data with Sparrow & Vision LLM

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Extract financial statement data with Sparrow and Vision LLM in this quick tutorial! Sparrow auto-detects tables, builds clear grids, and us...
Monday, June 16, 2025

Boost Vision LLM Accuracy with OCR Text Integration

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I show an interesting approach where I send both an image and OCR text to a Vision LLM. The prompt is constructed to instruct the Vision LLM...
Tuesday, June 10, 2025

Solving Vision LLM Number Formatting Issues Using PaddleOCR and Sparrow

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Discover how to fix number formatting errors in vision LLMs like Mistral! In this video, I show how Mistral misreads "56,000" as ...
Tuesday, June 3, 2025

PaddleOCR 3.0: Supercharge Your AI

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I upgraded to PaddleOCR 3.0 and explain the new PaddleOCR API integration. My goal is to integrate OCR result output with Vision LLM process...
Monday, May 26, 2025

Box Annotations in Sparrow for Structured Data Extraction

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Check out my video on Box Annotations in Sparrow for Structured Data Extraction! I’ll show you how the Qwen2.5 vision model pulls bounding b...
Monday, May 19, 2025

Structured Data Annotation with Qwen2.5 VL and MLX-VLM

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Qwen2.5 VL can provide bounding box coordinates and confidence values for extracted structured data. This is useful for visual data review a...
Tuesday, May 13, 2025

LLM Microservice with Instruction Calling

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I describe the idea of implementing interaction with LLM through a concept of microservice with instruction calling. This works great for en...