Machine Learning
Ngishaye i-XGBoost ngokumelene ne-Logistic Regression kuma-358 Matches. Imodeli Eyisicefe Iwinile.
1 week ago
Ngishaye i-XGBoost ngokumelene ne-Logistic Regression kuma-358 Matches. Imodeli Eyisicefe Iwinile.
yethu yabelana ngenkinga entsha yokumodela: finyelela imodeli ewinayo. Kulezi zinsuku lokho kukhula kwe-gradient, futhi i-reflex ngokuvamile ilungile – I-XGBoost izuza…
We Built a Routing Layer to Cut Our AI Costs. It Broke the Product.
1 week ago
We Built a Routing Layer to Cut Our AI Costs. It Broke the Product.
cut their AI inference bill by more than half last quarter. Eight weeks of clean engineering work. It was the…
How to Build a Strong LLM Knowledge Base
1 week ago
How to Build a Strong LLM Knowledge Base
a concept where you store a lot of information, and make it accessible for future use. This is incredibly powerful:…
From Local LLM to Agent Using Tool
1 week ago
From Local LLM to Agent Using Tool
local LLM. Good. But after the first few conversations, you may wonder: what else can I do with it? However,…
Water Cooler Small Talk, Ep. 11: Overfitting in RAG testing
1 week ago
Water Cooler Small Talk, Ep. 11: Overfitting in RAG testing
is a special type of small talk, often seen in office spaces around the water cooler. There, employees often discuss…
Amplify the Expert: A Philosophy for Building Enterprise RAG
1 week ago
Amplify the Expert: A Philosophy for Building Enterprise RAG
of Enterprise Document Intelligence, a series that builds an enterprise RAG system from four bricks: parsing, question parsing, retrieval, and…
How to Ace Data and ML Behavioral Interviews
1 week ago
How to Ace Data and ML Behavioral Interviews
the conversations were stupid. I thought they would be a walk in the park because who wouldn't want to hire…
Vector RAG Isn’t Enough — I Built a Context Graph Layer for Multi-Agent Memory
1 week ago
Vector RAG Isn’t Enough — I Built a Context Graph Layer for Multi-Agent Memory
I wasn’t trying to build a new memory architecture. I was trying to understand why one agent kept forgetting decisions…
The Hot Path Belongs to GBDTs, Agents Own the Cold Path: A Payment-Fraud Benchmark
1 week ago
The Hot Path Belongs to GBDTs, Agents Own the Cold Path: A Payment-Fraud Benchmark
a question that keeps coming up in payments work: can an LLM agent replace a gradient-boosted scorer on the synchronous…
Ngale Komugqa Oqondile: Ukukhetha Phakathi Kwe-OLS, Imibandela Yokusebenzisana, kanye Nokwehliswa Kwe-Tweedie
1 week ago
Ngale Komugqa Oqondile: Ukukhetha Phakathi Kwe-OLS, Imibandela Yokusebenzisana, kanye Nokwehliswa Kwe-Tweedie
imodeli yokufunda yomshini yokubikezela ukuthi ingakanani imali amakhasimende azoyisebenzisa kunkundla ye-e-commerce onyakeni olandelayo. Umsebenzi ibhizinisi lesayensi yedatha njengenjwayelo: layisha idatha,…