Wednesday, June 10, 2026

Gemma 4 12B vs Ministral 14B: Who Wins at Structured Table Extraction?

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Head-to-head test: Gemma 4 12B vs Ministral 14B on structured table extraction. In this video, I run a head-to-head test: Gemma 4 12B (8-bit...
Monday, June 1, 2026

Building Agentic AI Pipelines for Document Analysis

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In this video, I show how to build a local agentic AI pipeline using Sparrow to extract and analyze data from financial documents.   The age...
Monday, May 18, 2026

Instruction-Based Data Analysis with Sparrow and Local LLM

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In this video, I show how to use Sparrow instruction processing pipeline to analyze a bond portfolio JSON extracted from a financial documen...
Monday, May 11, 2026

Smart Document Extraction with Business Rules — Gemma vs Qwen vs Ministral

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In this video I show how Sparrow hints work — a powerful feature that goes beyond simple field extraction. Using a bank bonds portfolio docu...
Monday, May 4, 2026

Large Table Extraction to JSON with dots.ocr — No Vision LLM Hallucinations

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Sparrow now supports a dedicated table mode for extracting large, complex tables into structured JSON — without Vision LLM hallucinations.  ...
Monday, April 27, 2026

MoE vs Dense Models for Structured Data Extraction — Who Wins?

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MoE or Dense — which model architecture wins for structured data extraction from documents? It depends on document complexity. In this vide...
Tuesday, April 21, 2026

Gemma 4 for Structured Data Extraction: Can It Beat Qwen 3.5?

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In this video, I put Gemma 4 to the test on a real-world task — extracting structured data from bank statements — and benchmark it head-to-h...