Andrej Baranovskij·1d agoMistral OCR + Sparrow: Document to JSONSparrow is an open-source document extraction platform. It runs local inference on Apple Silicon (MLX) and NVIDIA GPU (vLLM). Documents…
Andrej Baranovskij·Jun 11Gemma 4 12B vs Ministral 14B: Who Wins at Structured Table Extraction?Local LLMs are getting smaller and faster. But smaller does not always mean capable. I ran a direct comparison to find out which model can…
Andrej Baranovskij·Jun 1Building Agentic AI Pipelines for Document AnalysisModern AI agents don’t just answer questions — they execute multi-step pipelines, combining different models and tools to produce…A response icon1A response icon1
Andrej Baranovskij·May 20Instruction-Based Data Analysis with Sparrow and Local LLMDocument AI is not only about extracting data from documents. Once you have structured JSON, you can run instruction-based analysis locally…
Andrej Baranovskij·May 12Smart Document Extraction with Business Rules — Gemma vs Qwen vs MinistralDocument AI is not just about extracting what is already in the document. The real power comes when you define business rules that derive…
InTDS ArchivebyAndrej Baranovskij·Oct 21, 2021MLOps with Kubernetes, RabbitMQ and FastAPISkipper is a simple and flexible open-source ML workflow engine. It helps to run and scale ML services in production.
InTDS ArchivebyAndrej Baranovskij·Jun 15, 2021ML Pipeline End-to-End SolutionML implementations tend to get complicated quickly. This article will explain how ML system can be split into different services. Services…
InTDS ArchivebyAndrej Baranovskij·Mar 19, 2021TensorFlow.js Blueprint AppAn end-to-end example of TensorFlow.js code flow for the data classification task. This app is built with React, but the same code can be…
InTDS ArchivebyAndrej Baranovskij·Dec 16, 2020Multi-Output Model with TensorFlow Keras Functional APIKeras functional API provides an option to define Neural Network layers in a very flexible way. Developers have an option to create…A response icon1A response icon1
InKatana MLbyAndrej Baranovskij·Dec 10, 2020Price, Date and IBAN data extraction with PythonIn this post I show handy Python libraries to extract and process such information as price, date and IBAN. It is hard to process this…
