How I Upscaled 4,000 Video Frames with RunPod and ComfyUI
How I used RunPod, ComfyUI, shared storage, and four GPU workers to upscale 4,000 video frames in a few hours for about $21.
AI Engineering
AI Engineering
3 posts in AI Engineering. Working notes on this topic — practical, opinionated, and shaped by client work.
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LLM Data Extraction: A Complete Guide to Document Processing Libraries and Tools
Master document processing for LLMs with this comprehensive guide covering open-source libraries, premium APIs, and cloud services. Compare PyMuPDF, Unstructured.io, Docling, and LlamaParse for your RAG systems.
AI Engineering
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How to use Pydantic AI: Building Type-Safe LLM Applications
Learn how to build production-ready AI applications with Pydantic AI. Complete tutorial with code examples for structured outputs, dependency injection, multi-agent systems, and error handling.
AI Engineering