amscotti

More of a proof of concept to test out ideas, but here's my approach for local RAG, https://github.com/amscotti/local-LLM-with-RAG

Using Ollama for the embeddings with “nomic-embed-text”, with LanceDB for the vector database. Recently updated it to use “agentic” RAG, but probably not fully needed for a small project.

It took me a while to realize, but after a couple of experiences, it became very clear that promotions were often used as a carrot on a stick to make me do extra work or achieve tasks that my boss wanted done but didn't have resources for. I'm now very wary of any manager who tells me I'm performing beyond expectations, but that I need to do X to get a promotion.

From my personal experience, I have found that it's easier to get a promotion and raise by moving to a new job. I really wish this wasn't true. I would love to find a place where I'm completely happy with the work and can stay for many years, being paid fair compensation without the need for job-hopping.

Lexia Learning | Senior Software Engineer | REMOTE (US only) | Full-time

Lexia Learning, a Cambium Learning Group company, empowers educators through adaptive assessment and personalized instruction. For more than 30 years, the company has been on the leading edge of research and product development as it relates to student reading skills. With a robust offering that includes solutions for differentiated instruction, personalized learning, and assessment, Lexia Learning provides educators with the tools to intensify and accelerate literacy skills development for students of all abilities.

In this role you’ll work on one of our small agile teams to scope, plan and implement new or refactored features in our myLexia application for educators. You will work on a PHP, Laravel, MySQL backend that is integrated with our TypeScript / AngularJS frontend to deliver clean, testable and scalable code. As a senior member of the team you will also mentor more junior engineers, work with our Software Architects to help implement new tools and processes and collaborate with our UX/UI team to provide feedback on application designs

Apply here: https://cambiumlearning.wd1.myworkdayjobs.com/en-US/camb/job...

If anyone is looking to learn Nim, Exercism.io has a Nim track with a good number of exercises.

https://exercism.io/tracks/nim

Seems very much like Gravitational Teleport - https://gravitational.com/teleport/