A Computer Made This
The past 24 hours have had me navigating an existential crisis while simultaneously being gaslit by friends, family, and colleagues about what’s going on. And that’s probably fair of them—I have a tendency to overreact to things, to be a bit dramatic. I am 100% the guy in this panel right now. But 4o image generation is insane. I’ve been working in the LLM space since before ChatGPT shifted everything. I’ve closely followed the progress....
RAG: From Context Injection to Knowledge Integration
A technical dive into the limitations of current RAG approaches, examining architectural challenges and exploring pathways to more integrated knowledge-aware LLM architectures.
Deep Dive into Python Async Programming
A deep dive into Python's asynchronous programming model, exploring the event loop, coroutines, tasks, futures, and the under-the-hood mechanisms that make it all work.
Mastering Integration Testing with FastAPI
Integration Testing FastAPI: Harnessing the Power of Mocking Backend Services with MongoMock, MockS3, and More
CheeseGPT
A (Very) Simple RAG Tutorial
Effective Error Handling
A simple an effective approach for handling end users who struggle with errors
Running Jupyter lab behind NGINX--Part 2
This multipart blog will walk through our setup running Jupyter Lab, using Nginx as a reverse proxy using a sidecar pattern to deploy to EC2.
Running Jupyter lab behind NGINX--Part 1
This multipart blog will walk through our setup running Jupyter Lab, using Nginx as a reverse proxy using a sidecar pattern to deploy to EC2.
Splitting SRA into FASTQ with SRAToolkit, Python, and Docker
A simple example using Python and Docker to split an SRA file into Fastq