Viewing profile — jarulraj

:)

Agreed, I just updated it to "Elements of System Design".

I added it now :)

Yes :)

Exactly. It is intentionally open-ended: new "principles" can emerge, split, or retire as the taxonomy evolves. This is just version 1. The grid is a visual index and the fun part …

Yes, I just borrowed the periodic table metaphor. "Elements of System Design" is a better name.

Author here, great question :) If principles are the elements, we can think of each system as a "molecule" with some imagination. For example, an SQL database system has many princ…

Totally fair.. I am not claiming periodicity here :) I just wanted to use the "periodic table" as a visual metaphor. The goal is to outline a mostly orthogonal set of system design…

Author here, appreciate the share :) I was not expecting this to get so much attention. To clarify: this is indeed just a taxonomy of classic system-design principles. The periodic…

It is based on the feedback shared by an undergraduate student -- pretty subjective. For instance, it is possible to graduate with a CS degree without even taking an introductory c…

It is currently not possible to get rigorous summaries of paper chunks using GPT-4.

Wouldn't more semantically related neighbors be retrieved by just increasing K?

Cool project! Can you elaborate on "scalable" AI deployment? We are exploring the data + AI space in EvaDB and would love to exchange notes [1]. [1] https://github.com/georgia-tech…

Very cool project, @MatthausK! What are your thoughts on reducing LLM cost? We are also exploring LLM-based data wrangling using EvaDB and cost is an important concern [1, 2, 3]. […

Nice :) What were the interesting problems you faced in processing the survey data? If possible, can you share the prompt?

As we do not have ground truth, we only qualitatively checked for accuracy -- no quantitative metrics. We did find a significant drop in accuracy with GPT 3.5 as opposed to GPT 4. …

Yes, there is definitely a human-in-the-loop element here. It would be great if you could share an example of the inconsistent output problem -- we also faced it. GPT-4 was much be…

Great question! We iterated on the prompt for several days and manually verified the results for ~100 users. The results were pretty good: https://gist.github.com/gaurav274/506337f…

Would love to learn how the community using LLMs for data wrangling and exchange prompts [1]. For example, we iterated several times on the following "data structuring" prompt for …

Thanks for your kind words, @skeptrune! It was certainly a fun project. We found some interesting insights. In the Langchain community, ~40% of the stargazers are from India. In th…

Thanks for your kind words, @treebeard5440! :)

Hey friends! We have built an app for getting insights about your favorite GitHub community using large language models. The app uses LLMs to analyze the GitHub profiles of users w…