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diff --git a/2023/talks/llm.md b/2023/talks/llm.md new file mode 100644 index 00000000..0f5f22d3 --- /dev/null +++ b/2023/talks/llm.md @@ -0,0 +1,38 @@ +[[!meta title="LLM clients in Emacs, functionality and standardization"]] +[[!meta copyright="Copyright © 2023 Andrew Hyatt"]] +[[!inline pages="internal(2023/info/llm-nav)" raw="yes"]] + +<!-- Initially generated with emacsconf-publish-talk-page and then left alone for manual editing --> +<!-- You can manually edit this file to update the abstract, add links, etc. ---> + + +# LLM clients in Emacs, functionality and standardization +Andrew Hyatt (he/him) + +| Email | <ahyatt@gmail.com> | +| Mastodon | <https://urbanists.social/@ahyatt> | +| Github | <http://github.com/ahyatt> | + +[[!inline pages="internal(2023/info/llm-before)" raw="yes"]] + +As an already powerful way to handle a variety of textual tasks, Emacs +seems unique well poised to take advantage of Large Language Models +(LLMs). We'll go over what LLMs are and are used for, followed by listing +the significant LLM client packages already for Emacs. That functionality +that these packages provide can be broken down into the basic features that +are provided through these packages. However, each package currently is +managing things in an uncoordinated way. Each might support different LLM +providers, or perhaps local LLMs. Those LLMs support different +functionality. Some packages directly connect to the LLM APIs, others use +popular non-Emacs packages for doing so. The LLMs themselves are evolving +rapidly. There is both a need to have some standardization so users don't +have to configure their API keys or other setup independently for each +package, but also a risk that any standardization will be premature. We +show what has been done in the area of standardization so far, and what +should happen in the future. + +[[!inline pages="internal(2023/info/llm-after)" raw="yes"]] + +[[!inline pages="internal(2023/info/llm-nav)" raw="yes"]] + + |