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diff --git a/2024/captions/emacsconf-2024-links--unlocking-linked-data-replacing-specialized-apps-with-an-orgbased-semantic-wiki--abhinav-tushar--main--chapters.vtt b/2024/captions/emacsconf-2024-links--unlocking-linked-data-replacing-specialized-apps-with-an-orgbased-semantic-wiki--abhinav-tushar--main--chapters.vtt
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+++ b/2024/captions/emacsconf-2024-links--unlocking-linked-data-replacing-specialized-apps-with-an-orgbased-semantic-wiki--abhinav-tushar--main--chapters.vtt
@@ -0,0 +1,19 @@
+WEBVTT
+
+00:00:00.000 --> 00:01:30.000
+Specialized Apps and Linked Data
+
+00:01:30.000 --> 00:02:53.000
+Discovering Org Roam and Linked Notes
+
+00:02:53.000 --> 00:06:35.000
+Enhanced Org Roam Buffer: Rich Links and Similar Nodes
+
+00:06:35.000 --> 00:08:26.000
+Semantic Search on Link Contexts
+
+00:08:26.000 --> 00:10:38.000
+Exposing notes outside Emacs
+
+00:10:38.000 --> 00:11:20.000
+Future Directions and Potential Improvements
\ No newline at end of file
diff --git a/2024/captions/emacsconf-2024-links--unlocking-linked-data-replacing-specialized-apps-with-an-orgbased-semantic-wiki--abhinav-tushar--main.vtt b/2024/captions/emacsconf-2024-links--unlocking-linked-data-replacing-specialized-apps-with-an-orgbased-semantic-wiki--abhinav-tushar--main.vtt
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--- /dev/null
+++ b/2024/captions/emacsconf-2024-links--unlocking-linked-data-replacing-specialized-apps-with-an-orgbased-semantic-wiki--abhinav-tushar--main.vtt
@@ -0,0 +1,841 @@
+WEBVTT captioned by abhinav
+
+00:00:00.560 --> 00:00:02.560
+Hello. My name is Abhinav, and I'm going
+
+00:00:02.560 --> 00:00:04.880
+to talk about unlocking linked data in Org
+
+00:00:04.880 --> 00:00:07.120
+Mode. So, like, a lot of you, I
+
+00:00:07.120 --> 00:00:09.360
+use Emacs and Org Mode for keeping a
+
+00:00:09.360 --> 00:00:12.320
+lot of my data, personal information. For example,
+
+00:00:12.320 --> 00:00:14.775
+if I'm trying to, you know, write journal
+
+00:00:14.775 --> 00:00:16.535
+entries, it's most likely going to be an
+
+00:00:16.535 --> 00:00:18.615
+Org Mode file. If I'm trying to save
+
+00:00:18.615 --> 00:00:21.015
+bookmarks or save links, again, they go into
+
+00:00:21.015 --> 00:00:23.415
+an Org Mode file. Now, I was doing
+
+00:00:23.415 --> 00:00:26.375
+that earlier, but, last year, I think I
+
+00:00:26.695 --> 00:00:28.615
+around last year, I started to use these
+
+00:00:28.615 --> 00:00:31.390
+specialized applications. So, you know, for example, if
+
+00:00:31.390 --> 00:00:33.710
+I'm trying to save bookmarks, I'm going to
+
+00:00:33.710 --> 00:00:37.230
+use a bookmark manager. I specifically was using
+
+00:00:37.230 --> 00:00:39.870
+Raindrop for it. What happened with that is
+
+00:00:39.870 --> 00:00:42.590
+that it allowed me to save bookmarks. Let's
+
+00:00:42.590 --> 00:00:43.790
+say, you know, when I'm on go, I'm
+
+00:00:43.790 --> 00:00:45.470
+on a mobile phone, I can just,
+
+00:00:45.470 --> 00:00:47.594
+you know, open my Android app and then
+
+00:00:47.594 --> 00:00:50.235
+save links there. I can also annotate and,
+
+00:00:50.235 --> 00:00:51.355
+you know, do other things that you can
+
+00:00:51.355 --> 00:00:54.235
+do on bookmarks. Similarly, you know, for reading,
+
+00:00:54.235 --> 00:00:56.074
+let's say, papers and PDFs, I would use
+
+00:00:56.074 --> 00:01:00.074
+Zotero. For, keeping notes about people, I'll use
+
+00:01:00.074 --> 00:01:03.650
+a tool called Monica CRM. Now all these
+
+00:01:03.650 --> 00:01:05.650
+tools, their aim is to kind of
+
+00:01:05.650 --> 00:01:08.050
+do one thing really well, but they kind
+
+00:01:08.050 --> 00:01:09.730
+of work in their own silos, and it's
+
+00:01:09.730 --> 00:01:11.810
+very hard to link data from one to
+
+00:01:11.810 --> 00:01:13.730
+another. For example, if you have a journal
+
+00:01:13.730 --> 00:01:16.855
+application, you can say things like, you know,
+
+00:01:16.855 --> 00:01:18.795
+"Hey today, I met this person, and then,
+
+00:01:18.935 --> 00:01:20.855
+you know, this person gave me this recipe,"
+
+00:01:20.855 --> 00:01:23.915
+whatever. But you know that the person information
+
+00:01:24.615 --> 00:01:26.375
+is still kept in a different application, and
+
+00:01:26.375 --> 00:01:27.895
+the recipe information is still kept in a
+
+00:01:27.895 --> 00:01:30.235
+different application. You have to, like, you know,
+
+00:01:30.720 --> 00:01:32.079
+like, do a lot of work to kind
+
+00:01:32.079 --> 00:01:35.920
+of make them come together. So, one thing
+
+00:01:35.920 --> 00:01:37.600
+that happened also last year was that I
+
+00:01:37.600 --> 00:01:39.840
+started using Org Roam a lot. So Org
+
+00:01:39.840 --> 00:01:41.920
+Roam is a Zettelkasten system, you know,
+
+00:01:41.920 --> 00:01:45.025
+which allows you to have linked notes. I'll
+
+00:01:45.025 --> 00:01:46.625
+not go too much into that detail, but
+
+00:01:46.625 --> 00:01:48.945
+basically, with Org Roam, you can, you know,
+
+00:01:48.945 --> 00:01:50.785
+have a lot of these text based files
+
+00:01:50.785 --> 00:01:53.025
+that you make anyway and then keep them
+
+00:01:53.025 --> 00:01:55.345
+connected and then, you know, like, have this
+
+00:01:55.345 --> 00:01:57.985
+knowledge base that you can build, around your
+
+00:01:57.985 --> 00:02:02.040
+information, your data. While it's a good system,
+
+00:02:02.040 --> 00:02:04.299
+I still feel like it's not very pro
+
+00:02:04.680 --> 00:02:07.080
+on providing, you know, very good amount of
+
+00:02:07.080 --> 00:02:10.520
+tools for, working with links. I'll show two
+
+00:02:10.520 --> 00:02:12.920
+kind of things. First is that, I'll show
+
+00:02:12.920 --> 00:02:16.885
+how my current knowledge base looks like, what
+
+00:02:16.885 --> 00:02:18.965
+kind of, you know, workflow I kind of
+
+00:02:18.965 --> 00:02:21.205
+use to save, let's say, any information or
+
+00:02:21.205 --> 00:02:22.644
+how do I, like, you know, connect new
+
+00:02:22.644 --> 00:02:25.924
+notes. The other is that because while this
+
+00:02:25.924 --> 00:02:28.084
+information base is working out well for
+
+00:02:28.084 --> 00:02:31.689
+me, I still want all of my external
+
+00:02:31.750 --> 00:02:34.470
+usages to be, you know, to be reflected
+
+00:02:34.470 --> 00:02:37.030
+back into this database of text files. So
+
+00:02:37.030 --> 00:02:38.950
+if I'm browsing something, I still want that
+
+00:02:38.950 --> 00:02:40.790
+thing to be, you know, saved in my
+
+00:02:40.790 --> 00:02:43.975
+Org Mode files, whether I'm browsing on Android
+
+00:02:43.975 --> 00:02:46.475
+or I'm browsing on, let's say, Firefox
+
+00:02:46.535 --> 00:02:49.015
+somewhere on a laptop. So, I'll show you
+
+00:02:49.015 --> 00:02:50.615
+those two things here. It's going to be
+
+00:02:50.615 --> 00:02:52.215
+a short talk, and then, yeah, hope you
+
+00:02:52.215 --> 00:02:54.855
+like it. Okay. So we'll start with this
+
+00:02:54.855 --> 00:02:57.830
+thing. So this is a simple Org Roam
+
+00:02:57.830 --> 00:02:59.990
+node. It's, you know, it's a dummy node.
+
+00:02:59.990 --> 00:03:01.190
+I've made, like, a lot of dummy nodes
+
+00:03:01.190 --> 00:03:03.110
+here just to kind of show, so, you
+
+00:03:03.110 --> 00:03:05.590
+know, maybe some of those information will be
+
+00:03:05.590 --> 00:03:08.470
+sparse, but I hope I convey the
+
+00:03:08.630 --> 00:03:12.555
+meaning clearly. Okay. So here, if you usually,
+
+00:03:12.635 --> 00:03:14.234
+you know, if you're just using plain Org
+
+00:03:14.234 --> 00:03:15.995
+Mode, you just have this file. Right? There's
+
+00:03:15.995 --> 00:03:19.114
+nothing else. Now if you are using Org
+
+00:03:19.114 --> 00:03:20.875
+Roam, you can do something called org-roam-
+
+00:03:20.875 --> 00:03:23.034
+buffer-toggle, which will show you, you know,
+
+00:03:23.034 --> 00:03:26.610
+a few of those connected nodes. Now, usually,
+
+00:03:26.750 --> 00:03:29.470
+the connections are shown here, they only show
+
+00:03:29.470 --> 00:03:32.190
+you backlinks. So, basically, any other node that
+
+00:03:32.190 --> 00:03:34.270
+has linked to this node is going to
+
+00:03:34.270 --> 00:03:36.910
+be shown there. But in my extension, you
+
+00:03:36.910 --> 00:03:40.485
+can see more things. For example, here, in
+
+00:03:40.485 --> 00:03:42.985
+this case, you can see, first of all,
+
+00:03:43.125 --> 00:03:45.364
+we show both links. So any link from
+
+00:03:45.364 --> 00:03:47.765
+this node to something else, will also be
+
+00:03:47.765 --> 00:03:49.285
+shown there. Any link from that node to
+
+00:03:49.285 --> 00:03:52.099
+something else will also be shown there. So
+
+00:03:52.099 --> 00:03:54.420
+you can see, that is one thing. The
+
+00:03:54.420 --> 00:03:56.099
+other thing is that all these links are
+
+00:03:56.099 --> 00:03:58.739
+categorized in, you know, type of notes. For
+
+00:03:58.739 --> 00:04:02.260
+example, when this note specifically right now is
+
+00:04:02.260 --> 00:04:05.005
+of kind book. Tag is one identifier for
+
+00:04:05.005 --> 00:04:06.045
+it, but there are, like, other ways to
+
+00:04:06.045 --> 00:04:09.165
+identify, you know, a kind of note. But
+
+00:04:09.165 --> 00:04:11.165
+this is connected to another node, which is
+
+00:04:11.165 --> 00:04:13.084
+of a kind person. So as you
+
+00:04:13.084 --> 00:04:15.165
+can see, the, Person A asked me to
+
+00:04:15.165 --> 00:04:16.685
+read this book. So, you know, that link
+
+00:04:16.685 --> 00:04:19.170
+is shown there in a very, rich format.
+
+00:04:19.170 --> 00:04:20.769
+So we have, like, more information about the
+
+00:04:20.769 --> 00:04:23.970
+link, in this. The other thing that you
+
+00:04:23.970 --> 00:04:26.610
+can see there is that, there are also
+
+00:04:26.610 --> 00:04:29.570
+links which are not existing right now, but
+
+00:04:29.570 --> 00:04:32.530
+they could be, you know, possibly interesting for
+
+00:04:32.530 --> 00:04:34.675
+me. So these are similar nodes. So these
+
+00:04:34.755 --> 00:04:36.514
+you can see the scores of similarity and
+
+00:04:36.514 --> 00:04:38.435
+then, you know, other nodes like Book on
+
+00:04:38.435 --> 00:04:40.354
+Mathematics, which is another dummy node that
+
+00:04:40.354 --> 00:04:42.995
+I made for this demo. Now these are
+
+00:04:42.995 --> 00:04:44.275
+nodes which, you know, again, I can just
+
+00:04:44.275 --> 00:04:45.474
+go in there and I can see if
+
+00:04:45.474 --> 00:04:47.389
+maybe they make sense or if, you know,
+
+00:04:47.710 --> 00:04:50.210
+I can just, like, make those connections explicitly.
+
+00:04:51.150 --> 00:04:53.229
+So let's let's try some other node here.
+
+00:04:53.229 --> 00:04:55.229
+So let's say so this is a node
+
+00:04:55.229 --> 00:04:57.389
+of a recipe. It's Bombay
+
+00:04:57.389 --> 00:04:59.550
+Sandwich. It's the recipe I made. Now if
+
+00:04:59.550 --> 00:05:01.389
+you go here on the right, you can
+
+00:05:01.389 --> 00:05:03.775
+see, you know, there's, like, some things on,
+
+00:05:04.095 --> 00:05:07.135
+some person liking the sandwich. There are some
+
+00:05:07.135 --> 00:05:09.775
+related notes also, similar notes which I have
+
+00:05:09.775 --> 00:05:12.575
+not linked. Plus, there are some journal entries.
+
+00:05:12.575 --> 00:05:15.855
+Now I use Org-Roam daily to kind of,
+
+00:05:15.855 --> 00:05:19.930
+you know, write down journal entries. And then,
+
+00:05:20.710 --> 00:05:22.150
+you know, what I have to do there
+
+00:05:22.150 --> 00:05:24.070
+is basically just write whatever I want and
+
+00:05:24.070 --> 00:05:25.590
+then just, you know, make those links to
+
+00:05:25.590 --> 00:05:28.630
+this node. So for doing
+
+00:05:28.630 --> 00:05:31.030
+that, I can see, that there were two
+
+00:05:31.030 --> 00:05:32.630
+days where I made Bombay Sandwich, and I
+
+00:05:32.630 --> 00:05:35.465
+had some observations around it, which, you know,
+
+00:05:35.465 --> 00:05:38.505
+you can see here. Right. Same so same
+
+00:05:38.505 --> 00:05:39.865
+for person. Let's say if you go to
+
+00:05:39.865 --> 00:05:41.705
+Person B, you can see that, you know,
+
+00:05:41.705 --> 00:05:43.385
+this person has, again, link to Person A
+
+00:05:43.385 --> 00:05:45.865
+and there's, like, some information around it. Plus,
+
+00:05:45.865 --> 00:05:50.050
+there are some similar notes there. This works
+
+00:05:50.050 --> 00:05:52.210
+really well. The similarity function works really well
+
+00:05:52.210 --> 00:05:54.530
+if you are basically trying to go to,
+
+00:05:54.530 --> 00:05:56.530
+you know, bookmarks that I have saved. So
+
+00:05:56.530 --> 00:05:58.470
+for example, here's a bookmark that I saved,
+
+00:05:58.610 --> 00:06:01.605
+which is, Google at Interspeech 2023. Now
+
+00:06:01.605 --> 00:06:03.845
+this bookmark is a blog post from Google
+
+00:06:03.845 --> 00:06:07.525
+AI team. Basically, you know, tells what research
+
+00:06:07.525 --> 00:06:09.785
+publications they had in this conference.
+
+00:06:10.005 --> 00:06:11.445
+Now if you go to the Similar Nodes
+
+00:06:11.445 --> 00:06:13.365
+here, you can see a very similar blog
+
+00:06:13.365 --> 00:06:15.925
+post from Google's team for other conferences that
+
+00:06:15.925 --> 00:06:17.840
+they attended. Right? Now this is very helpful
+
+00:06:17.840 --> 00:06:19.860
+for me, especially when I'm, like, reading something,
+
+00:06:20.240 --> 00:06:21.840
+later. So I, like, save a lot of
+
+00:06:21.840 --> 00:06:24.400
+links together. And then when I'm deciding
+
+00:06:24.400 --> 00:06:26.080
+to read something, I just open this and
+
+00:06:26.080 --> 00:06:28.319
+then see, you know, how everything is connected,
+
+00:06:28.319 --> 00:06:30.159
+what what else I have saved. Should I
+
+00:06:30.159 --> 00:06:32.625
+read something else or not? One interesting feature
+
+00:06:32.625 --> 00:06:34.784
+I was realizing I should try out is
+
+00:06:34.784 --> 00:06:37.425
+that, you know, if I go to this
+
+00:06:37.425 --> 00:06:39.985
+node, which is Person B, you can see
+
+00:06:39.985 --> 00:06:42.705
+that while I'm linking this to Person A,
+
+00:06:42.705 --> 00:06:45.040
+I also have some context on that. So
+
+00:06:45.040 --> 00:06:47.600
+I've written specifically uncle of Person
+
+00:06:47.600 --> 00:06:49.600
+A. Now if you have a semantic wiki,
+
+00:06:49.600 --> 00:06:52.240
+you will have a typed link where you
+
+00:06:52.240 --> 00:06:54.000
+don't have a plain link. You also have
+
+00:06:54.000 --> 00:06:55.840
+a type of the link. So in this
+
+00:06:55.840 --> 00:06:57.040
+case, the type of the link could be,
+
+00:06:57.040 --> 00:07:00.895
+you know, it's like `uncle:` whatever
+
+00:07:00.895 --> 00:07:03.335
+that link is. But, you know, I don't
+
+00:07:03.335 --> 00:07:05.175
+want to, like, go into that much detail,
+
+00:07:05.175 --> 00:07:07.335
+and I don't want to, like, learn how
+
+00:07:07.335 --> 00:07:09.175
+to link things, learn what kind of types
+
+00:07:09.175 --> 00:07:10.375
+I can make. So I can just write
+
+00:07:10.375 --> 00:07:12.294
+things in plain text. So I've written this
+
+00:07:12.294 --> 00:07:13.815
+in plain text. What I can do now
+
+00:07:13.815 --> 00:07:16.250
+is I can just search for links like
+
+00:07:16.250 --> 00:07:17.850
+this. For example, I can just do something
+
+00:07:17.850 --> 00:07:21.290
+like family members. Now this will show me
+
+00:07:21.290 --> 00:07:23.370
+all the links which have a context which
+
+00:07:23.370 --> 00:07:27.450
+makes sense as family members. So basically, this
+
+00:07:27.450 --> 00:07:29.610
+is semantic search on links, on the context
+
+00:07:29.610 --> 00:07:31.215
+of the links, and then, you know, it
+
+00:07:31.215 --> 00:07:33.134
+kind of gives me what I want here.
+
+00:07:33.134 --> 00:07:34.895
+For example, here, in this demo, I just
+
+00:07:34.895 --> 00:07:37.134
+had, like, one node, one link, which had
+
+00:07:37.134 --> 00:07:39.455
+this uncle relationship. So that kind of works
+
+00:07:39.455 --> 00:07:41.375
+out. Now let's just try another search. For
+
+00:07:41.375 --> 00:07:44.850
+example, let's say if I'm just typing 'check
+
+00:07:44.850 --> 00:07:47.410
+before meeting'. So these are now again links
+
+00:07:47.410 --> 00:07:49.410
+where I have written something where I kind
+
+00:07:49.410 --> 00:07:52.290
+of should do something before meeting someone. So
+
+00:07:52.290 --> 00:07:54.050
+for example, the first one you can see,
+
+00:07:54.850 --> 00:07:57.705
+there's a person called Meeting Person. It's a
+
+00:07:57.705 --> 00:08:00.745
+demo node again. And, I've written one note
+
+00:08:00.745 --> 00:08:05.085
+about, one connection here is basically saying that,
+
+00:08:05.145 --> 00:08:07.145
+hey, you know, read this link before you
+
+00:08:07.145 --> 00:08:09.720
+go to meet them. Right? So it's also
+
+00:08:09.720 --> 00:08:11.560
+been very helpful for me. There are, like,
+
+00:08:11.560 --> 00:08:13.800
+few patterns where I kind of feel this
+
+00:08:13.800 --> 00:08:17.319
+works out well. As I keep making more
+
+00:08:17.319 --> 00:08:20.120
+of the links and keep writing more context
+
+00:08:20.120 --> 00:08:21.800
+around the link, this kind of works
+
+00:08:21.800 --> 00:08:25.135
+out really helpful. This becomes really helpful for
+
+00:08:25.135 --> 00:08:27.935
+me. Okay. So the other few things, you
+
+00:08:27.935 --> 00:08:30.575
+know, how do I, like, work with, systems
+
+00:08:30.575 --> 00:08:32.735
+outside Emacs. Right? So the first thing
+
+00:08:32.735 --> 00:08:35.054
+is that, you know, the I haven't found
+
+00:08:35.054 --> 00:08:38.510
+anything that works really well for saving bookmarks,
+
+00:08:40.250 --> 00:08:42.250
+when I'm on my Android phone. So I
+
+00:08:42.250 --> 00:08:44.890
+had to make a new applications, application, and
+
+00:08:44.890 --> 00:08:47.930
+it's called pile-android. Now this application basically,
+
+00:08:47.930 --> 00:08:49.290
+you know, lets me do whatever I was
+
+00:08:49.290 --> 00:08:52.085
+doing with Raindrop, which was a bookmark manager.
+
+00:08:52.305 --> 00:08:53.825
+So I can open links. I can read
+
+00:08:53.825 --> 00:08:55.985
+stuff in Firefox on my browser on my,
+
+00:08:56.385 --> 00:08:58.065
+Android phone, and then I can save all
+
+00:08:58.065 --> 00:09:00.625
+of that in my Org Roam database. Org
+
+00:09:00.625 --> 00:09:02.465
+roam database here means the Org Roam files
+
+00:09:02.465 --> 00:09:03.905
+that I have. Because, again, these are plain
+
+00:09:03.905 --> 00:09:06.140
+text file, I can sync them through mobile
+
+00:09:06.140 --> 00:09:08.780
+phone to my, you know, desktop and laptop
+
+00:09:08.780 --> 00:09:11.340
+and everything else. So that's one place where
+
+00:09:11.340 --> 00:09:13.460
+I kind of, you know, stop, going to
+
+00:09:13.460 --> 00:09:16.860
+a, new application. I just basically ingest everything
+
+00:09:16.860 --> 00:09:19.625
+in my Org Roam setup. The other thing
+
+00:09:19.625 --> 00:09:22.444
+is that, when I'm browsing on my laptop,
+
+00:09:22.985 --> 00:09:25.785
+I still want to, you know, collect all
+
+00:09:25.785 --> 00:09:28.504
+the data inside my Org Roam system. So
+
+00:09:28.504 --> 00:09:30.504
+so here's something which I call Org Roam
+
+00:09:30.504 --> 00:09:33.380
+Sidekick. Now what you can do here is
+
+00:09:33.380 --> 00:09:34.740
+that, let's say, if you want to search
+
+00:09:34.740 --> 00:09:37.380
+for something, so you can basically do a
+
+00:09:37.380 --> 00:09:39.139
+search normally, which is going to do a
+
+00:09:39.139 --> 00:09:41.860
+web search. But if you call Org Roam
+
+00:09:41.860 --> 00:09:44.740
+SK, which is Sidekick, it will do a
+
+00:09:44.740 --> 00:09:48.025
+search on all of your Org Roam notes. So
+
+00:09:48.025 --> 00:09:50.905
+now this search is basically using recoll. So
+
+00:09:50.905 --> 00:09:53.145
+recoll kind of indexes all the plain text
+
+00:09:53.145 --> 00:09:54.925
+and does a full text search for you.
+
+00:09:55.385 --> 00:09:57.145
+But this this is really helpful because when
+
+00:09:57.145 --> 00:09:59.190
+I'm searching for something and I still want
+
+00:09:59.190 --> 00:10:00.550
+to know that, hey, you know, hey, I
+
+00:10:00.550 --> 00:10:03.510
+have saved some of those links earlier. So,
+
+00:10:03.830 --> 00:10:05.350
+can I, like, you know, see them back
+
+00:10:05.350 --> 00:10:07.590
+and then, you know, it's a very
+
+00:10:07.590 --> 00:10:09.990
+good way to kind of not lose track
+
+00:10:09.990 --> 00:10:12.665
+of what you've already saved. The other
+
+00:10:12.665 --> 00:10:13.625
+thing I can do is, like, I can
+
+00:10:13.625 --> 00:10:16.605
+also, you know again, since I have saved
+
+00:10:16.745 --> 00:10:20.185
+a project, in my Org Roam, I can
+
+00:10:20.185 --> 00:10:22.905
+basically call, again, Sidekick again, and I can
+
+00:10:22.905 --> 00:10:26.200
+see a note for that. That note here
+
+00:10:26.200 --> 00:10:28.780
+specifically is tracking my tasks for this project.
+
+00:10:29.240 --> 00:10:30.840
+And other than tasks, you know, again, I
+
+00:10:30.840 --> 00:10:32.920
+can see other things like similar notes. I
+
+00:10:32.920 --> 00:10:36.040
+can see, you know, other links that are
+
+00:10:36.040 --> 00:10:39.665
+there. So yeah, so this, there's still some
+
+00:10:39.665 --> 00:10:41.585
+optimizations to be done. I think this, you
+
+00:10:41.585 --> 00:10:44.385
+know, the bookmark here is not very intuitive.
+
+00:10:44.385 --> 00:10:46.385
+I still want, I want this to be
+
+00:10:46.385 --> 00:10:49.685
+following the browser, as I switch tabs.
+
+00:10:50.160 --> 00:10:51.839
+But, again, those things are something I'll work
+
+00:10:51.839 --> 00:10:55.519
+on. Other optimizations include, you know, the way
+
+00:10:55.519 --> 00:10:59.540
+I'm doing the search using ML that needs
+
+00:10:59.600 --> 00:11:02.735
+a little bit of fine tuning because, every
+
+00:11:02.735 --> 00:11:04.175
+time I make a new link, I have
+
+00:11:04.175 --> 00:11:07.375
+to, like, rerun the, you know, re kind of
+
+00:11:07.375 --> 00:11:09.855
+build the features and everything else, which I,
+
+00:11:10.335 --> 00:11:13.855
+need it to be real time. Yeah. So
+
+00:11:13.855 --> 00:11:16.334
+that concludes my talk. Hope you enjoyed it.
+
+00:11:16.734 --> 00:11:18.355
+Let me know if there are any questions.
+
+00:11:18.814 --> 00:11:19.554
+Thank you.