Notes from Efficiently Serving LLMs

Course: Efficiently Serving LLMs Platform: DeepLearning.io Deep Learning Text Generation Input text is tokenized into numbers (called…

2 minute read

Agentic Memory - Mem0, MemGPT, A-Mem

Agentic Memory Evolution 1. Mem0 Mem0 uses a dedicated middleware layer to manage memory before and after an LLM call. The memory layer…

4 minute read

Tiny Experiments

The book starts off with the promise to be contradict the traditional approach to goal setting and higher purpose in life. But, what I found…

1 minute read

Local LLM Blog Digest

I built a small system to generate a daily blog digest using a local LLM and Notion. Here’s the technical walkthrough—kept simple and…

2 minute read

Working with SMB and Containers on Windows

SMB Works… but My Container Won’t Start I hit a confusing problem. I could connect to an SMB share. Windows said everything was fine. But my…

3 minute read

Grit

I finished listening to the audiobook today. I imagine I would have had more highlights and notes if I had read it on Kindle instead. The…

3 minute read

Start With Why

I recently finished Start with Why by Simon Sinek, and two ideas stayed with me long after I closed the book. The first is his “Golden…

1 minute read