Machine Learning
Building a Custom GStreamer Plugin for NVIDIA DeepStream
June 19, 2026
Building a Custom GStreamer Plugin for NVIDIA DeepStream
a production-ready pipeline for multi-stream video analytics: hardware-accelerated decoding, tracking, on-screen rendering, and messaging, all using GStreamer. With standard discovery…
I tried to Edit My ETL Pipeline. Here's What I Didn't Expect.
June 19, 2026
I tried to Edit My ETL Pipeline. Here's What I Didn't Expect.
I mentioned that planning is the next wall I will go through. So I guessed, here I am, heading towards…
Parse Scanned PDFs for RAG with EasyOCR: Free OCR Gives You Words, Not a Document
June 19, 2026
Parse Scanned PDFs for RAG with EasyOCR: Free OCR Gives You Words, Not a Document
in Enterprise Document Intelligence, the series that builds an enterprise RAG system from four bricks. Article 5 (document parsing) built…
GPU-Resident Top-K for Agentic RAG: I Built a CUDA Kernel So My Retrieval Step Would Stop Bouncing Off the GPU
June 19, 2026
GPU-Resident Top-K for Agentic RAG: I Built a CUDA Kernel So My Retrieval Step Would Stop Bouncing Off the GPU
, 343-line tour of CUDA Top-K retrieval. This kernel, CPU oracle, and benchmark suite prove that the standard Agentic RAG…
Scheduled Results with LLMs: JSON Mode, Function Calling, and When to Use Each
June 18, 2026
Scheduled Results with LLMs: JSON Mode, Function Calling, and When to Use Each
we talked a lot about popular techniques to improve the performance and cost of AI applications, such as feedback streaming…
How Powerful is Claude's Myth (Mythos) 5 for coding?
June 18, 2026
How Powerful is Claude's Myth (Mythos) 5 for coding?
its latest model, the Claude Fable 5, which was a protected version of the Claude Mythos model. I tested the…
Proteins: A Mosaic Pattern to Rule Them All?
June 18, 2026
Proteins: A Mosaic Pattern to Rule Them All?
TL;DR: the development of predictive/forecasting applications for an ever-increasing number of different purposes. However, ML is also involved in data…
Dispatching the Parsed RAG Question: Chunk Strategy, Model Tier, Activations, Audit
June 18, 2026
Dispatching the Parsed RAG Question: Chunk Strategy, Model Tier, Activations, Audit
the question-parsing brick of Enterprise Document Intelligence, a series that builds an enterprise RAG system from four bricks: parsing, question…
Strengths and Pitfalls of Vector-Based Image Search
June 18, 2026
Strengths and Pitfalls of Vector-Based Image Search
of any e-commerce platform. Users expect to see relevant results, and they want them quickly. Because of this, commerce teams…
Your Churn Threshold Is a Pricing Decision
June 17, 2026
Your Churn Threshold Is a Pricing Decision
says “this customer’s probability of leaving is 0.4” and your code does predict(X) >= 0.5, you have just made a…