Today I Learned - Large Language Models

Things I learn on my journey to make a computer behave like a parakeet on steroids.

>> July 28, 2023, 4:07 p.m.

LangChain seems to be a semi-standard to start building LLM experiences

I have heard people abandoning it for production
documentation and the code seem messy
it’s flexible enough to use whatever LLM I decide on, so fine-tuning a model from Hugging Face

This blog post does a good job outlining basic building blocks. Follow the links to the external colab notebook, without reading through these the post is less useful.

Memory looks like a decent way to inject truth and correct false or outdated facts for a small set of data. It is good to see that I can use PostgreSQL for storage.

Page 1 of 1

Wow, you made it this far?

Feel free to reach out via timo@screamingatmyscreen.com or @fallenhitokiri if you want to discuss one of my articles, your projects or just say "hi".

If you do not want to miss any new articles you can subscribe to the RSS feed.

There is also an imprint. Might legally not be required, but I paid a lawyer to draft the data protection policy covering way more things than actually necessary (webserver logs are off), so I will publish it everywhere.