I have a question regarding handling data that exceeds the context window limit. I once worked on an application to generate unit tests. As you know, writing a good unit test for a function requires access to the definitions of all dependencies used by the function. While I, as a human, can access the entire codebase, this is not possible with an LLM. If I don’t provide the definitions of all the dependencies, the LLM will make assumptions, which can result in incorrect mocks for other classes or external tools used by the function I’m trying to test. Do you have any suggestions for addressing this issue? Summarization or advanced chunking solutions won't work in this case because the LLM must have full access to all dependencies to generate accurate unit tests.

Hey Guys! Seeking AI/software dev partner to build Media Franchise creator platform. Mentored by Chair of Marvel. Rep'd by Chair of Cooley. Excited to share this opportunity with you superstars.

Hello, I saw a notice in the course saying that we should use nextJs 14 instead of 15. Can anyone explain why? I just installed nextJs and it assumed I wanted the most recent version. I'm happy to work through the course with version 15, but if it's going to cause me a ton of issues, I'd rather take the time now to go back to 14.

Hi, all. I have an idea for a desktop app that requires AI functionalities. The app has huge potential in my field of work and potentially many others. I'm stunned that such an app doesn't already exist. I'm looking for a London-based AI developer with strong experience in Python, especially libraries like PyMuPDF, PyPDF2, or Adobe Acrobat SDK; familiarity with NLP tools like spaCy or Hugging Face; GUI development expertise with PyQt, Tkinter, or Electron.js; and experience with file processing and annotation tools. The project will need full-time attention for several weeks. We can discuss payment in person. Let me know if interested.

In the tutorial, while setting up the Postgres DB in Vercel, there was an option that looked like this... However, when I went to the same page, the second screenshot is what I saw. Likely due to me being on free tier. Given the similarity in screen 1 - Postgres by Neon, and screen 2, Neon - Serverless Postgres, I just went with Neon. However this does look different than what's in the tutorial. Just curious if anyone else ran into this issue?