Andrej Baranovskij Blog

Blog about Oracle, Full Stack, Machine Learning and Cloud

Monday, November 25, 2024

Batch Inference with Qwen2 Vision LLM (Sparrow)

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I'm explaining several hints how to optimize Qwen2 Visual LLM performance for batch processing.   
Sunday, November 17, 2024

Visual LLM Structured Output Validation with Sparrow

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I explain how Sparrow validates the structured output of visual LLMs to ensure it complies with the JSON schema provided in the query. This ...
Sunday, November 10, 2024

Extracting Financial Market Stock Data from Images with Vision LLM

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In this video, I demonstrate how to extract financial market stock data from images using the powerful Vision LLM Qwen2, all within a Gradio...
Monday, November 4, 2024

Structured Output Example with Sparrow UI Shell

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Structured output is all you need. I deployed a Sparrow demo UI with Gradio to demonstrate the output Sparrow can produce by running a JSON ...
Sunday, October 20, 2024

Qwen2-VL Performance Boost

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I share performance-boosting tips based on my experience using Qwen2-VL in production.   
Sunday, October 13, 2024

Sparrow Parse Vision LLM FastAPI Endpoint

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Sparrow provides an API for accessing the Sparrow Parse agent, allowing you to run document extraction workflows directly from your existing...
Tuesday, October 8, 2024

Sparrow Parse Invoice Query with Vision LLM

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New Sparrow Agent - Sparrow Parse, works with Qwen2 Vision LLM.  What it does:  1. Accepts query with JSON schema, this helps to solve few t...
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Andrej Baranovskij
Vilnius, Lithuania
I'm Oracle ACE Director, Oracle Groundbreaker Ambassador, CEO and Technical Expert at Red Samurai Consulting with focus on Oracle Fusion Middleware and Oracle Cloud technologies.
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