From c871fbb83d91e34c22fcc809d543e5be6aef9114 Mon Sep 17 00:00:00 2001 From: Sacha Chua Date: Fri, 22 Sep 2023 09:13:43 -0400 Subject: add cubing, gc, matplotllm, parallel, repl, solo --- 2023/talks/matplotllm.md | 40 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 40 insertions(+) create mode 100644 2023/talks/matplotllm.md (limited to '2023/talks/matplotllm.md') diff --git a/2023/talks/matplotllm.md b/2023/talks/matplotllm.md new file mode 100644 index 00000000..453eb114 --- /dev/null +++ b/2023/talks/matplotllm.md @@ -0,0 +1,40 @@ +[[!meta title="MatplotLLM, iterative natural language data visualization in org-babel"]] +[[!meta copyright="Copyright © 2023 Abhinav Tushar"]] +[[!inline pages="internal(2023/info/matplotllm-nav)" raw="yes"]] + + + + + +# MatplotLLM, iterative natural language data visualization in org-babel +Abhinav Tushar (he/him) - abhinav@lepisma.xyz, https://lepisma.xyz, @lepisma@mathstodon.xyz, + +[[!inline pages="internal(2023/info/matplotllm-before)" raw="yes"]] + +Large Language Models (LLMs) have improved in capabilities to an extent +where a lot of manual workflows can be automated by just providing +natural language instructions. + +On such manual work is to create custom visualizations. I have found the +process to be really tedious if you want to make something non-standard +with common tools like matplotlib or d3. These frameworks provide low +level abstractions that you can then use to make your own +visualizations. + +Earlier to make a new custom visualization, I would open two windows in +Emacs, one for code, other for the generated image. In this talk, I will +show how a powerful LLM could lead to a much more natural interface +where I only need to work with text instructions and feedback on the +currently generated plot. The system isn't perfect, but it shows us how +the future or such work could look like. + +The package is called MatplotLLM and lives here + + + + +[[!inline pages="internal(2023/info/matplotllm-after)" raw="yes"]] + +[[!inline pages="internal(2023/info/matplotllm-nav)" raw="yes"]] + + -- cgit v1.2.3