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diff --git a/2024/talks/p-search.md b/2024/talks/p-search.md
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+++ b/2024/talks/p-search.md
@@ -60,10 +60,10 @@ Code: <https://github.com/zkry/p-search>
- Q: Do you think a reduced version of this functionality could be
integrated into isearch?  Right now you can turn on various flags
when using isearch with M-s \<key\>, like M-s SPC to match spaces
- literally.  Is it possible to add a flag to \"search the buffer
- semantically\"? (Ditto with M-x occur, which is more similar to your
+ literally.  Is it possible to add a flag to "search the buffer
+ semantically"? (Ditto with M-x occur, which is more similar to your
buffer-oriented results interface)
- - A: it\'s essencially a framwork so you would create a generator;
+ - A: it's essencially a framwork so you would create a generator;
but it does not exist yet.
- Q: Any idea how this would work with personal information like
Zettlekastens? 
@@ -83,7 +83,7 @@ Code: <https://github.com/zkry/p-search>
combine those into one author?
- A: Currently using the git command. So if you know the emails
the author have used, you can add different priors.
-- Q: A cool more powerful grep \"Rak\" to use and maybe has some good
+- Q: A cool more powerful grep "Rak" to use and maybe has some good
ideas in increasing the value of searches, for example using Raku
code while searching. is Rak written in Raku. Have you seen it? 
- [https://github.com/lizmat/App-Rak](https://github.com/lizmat/App-Rak)
@@ -92,8 +92,8 @@ Code: <https://github.com/zkry/p-search>
to include to have a better search.
- Q: Have you thought about integrating results from using cosine
similarity with a deep-learning based vector embedding?  This will
- let us search for \"fruit\" and get back results that have \"apple\"
- or \"grapes\" in them \-- that kind of thing.  It will probably also
+ let us search for "fruit" and get back results that have "apple"
+ or "grapes" in them \-- that kind of thing.  It will probably also
handle the case of terms that could be abbreviated/formatted
differently like in your initial example.
- A: Goes back to semantic search. Probably can be implemented,
@@ -132,9 +132,9 @@ Code: <https://github.com/zkry/p-search>
- A: You can search for whatever you want. No hardcoding is
possible for anything (file, directories, tags, titlese\...).
-- Q: \[comments from IRC\] \<NullNix\> git covers the \"multiple
- names\" thing itself: see .mailmap  10:51:19 
- - \<NullNix\> thiis is a git feature, p-search shouldn\'t need to
+- Q: \[comments from IRC\] \<NullNix\> git covers the "multiple
+ names" thing itself: see .mailmap  10:51:19 
+ - \<NullNix\> thiis is a git feature, p-search shouldn't need to
implement it  10:51:34 
- \<NullNix\> To me this seems to have similarities to notmuch \--
honestly I want notmuch with the p-search UI :) (of course,
@@ -147,13 +147,13 @@ Code: <https://github.com/zkry/p-search>
could be adapted here to with the SQL database as source. 
- Q: You can search a buffer using ripgrep by feeding it in as stdin
- to the ripgrep process, can\'t you?
+ to the ripgrep process, can't you?
- A: Yes you can. But the aim is to search many different things
in elisp. So there is a mechanism in psearch anyway to be able
to represent anything including buffers. This is working pretty
well.
-- Q:  Thanks for making this lovely thing, I\'m looking forward to
+- Q:  Thanks for making this lovely thing, I'm looking forward to
trying it out.  Seems modular and well thought out. Questions about
integreation and about the interface
- A: project.el is used to search only in the local files of the
@@ -173,7 +173,7 @@ Code: <https://github.com/zkry/p-search>
- A: Retrievel augmented generation: p-search could be used for
the search, combining it with an AI to fine-tune the search with
a Q-A workflow. Although currently no API.  
- - (gptel author here: I\'m looking forward to seeing if I can use
+ - (gptel author here: I'm looking forward to seeing if I can use
gptel with p-search)
- A: as the results are surprisingly good, why is that not used
anywhere else? But there is a lot of setup to get it right. You
@@ -201,7 +201,7 @@ Code: <https://github.com/zkry/p-search>
- A: The code currently is dumb in a lot of places (like going of
all files to calculate a score), but that is not that slow
surprisingly. Elisp enumerating all files and multiplying
- numbers in the emacs repo isn\'t really slow. But if you have to
+ numbers in the emacs repo isn't really slow. But if you have to
search in files, this will be slow without relying on ripgrep on
a faster tool. Take for example the search in info files / elisp
info files, the search in elisp is almost instant. For
@@ -212,13 +212,13 @@ Code: <https://github.com/zkry/p-search>
- Q: When do you have to make something more complicated to scale
better?
- A: I do not know yet really. I try to automate tasks as much as
- possible, like in the emacs configuration meme \"not doing work
- I have to do the configuration\". Usually I do not add web-based
+ possible, like in the emacs configuration meme "not doing work
+ I have to do the configuration". Usually I do not add web-based
things into emacs.
## Notes
-- I like the dedicated-buffer interface (I\'m assuming using
+- I like the dedicated-buffer interface (I'm assuming using
magit-section and transient).
- \<meain\> Very interesting ideas. I was very happy when I was able
to do simple