summaryrefslogblamecommitdiffstats
path: root/2023/info/llm-after.md
blob: 8530fb51f68314a191cf4ab304603b0a43510b02 (plain) (tree)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461


                                                                









































































































































































































































































































































































































































































                                                                                                                                                     



                                                                                                                                                                                                          
<!-- Automatically generated by emacsconf-publish-after-page -->


<a name="llm-mainVideo-transcript"></a>
# Transcript

[[!template new="1" text="""Hello, I'm Andrew Hyatt and I'm going to talk to you""" start="00:00:00.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""about large language models and how""" start="00:00:04.160" video="mainVideo-llm" id="subtitle"]]
[[!template text="""they relate to Emacs.""" start="00:00:06.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And I'm going to talk to you about the technology""" start="00:00:11.080" video="mainVideo-llm" id="subtitle"]]
[[!template text="""and how we're going to use it in Emacs.""" start="00:00:14.920" video="mainVideo-llm" id="subtitle"]]
[[!template text="""There'll be demos and there'll be talks about,""" start="00:00:18.280" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I'll finish up by kind of talking about where""" start="00:00:21.160" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I think this should go in the future.""" start="00:00:22.880" video="mainVideo-llm" id="subtitle"]]
[[!template new="1" text="""So to start off with, let's just talk like,""" start="00:00:25.080" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I just want to make sure everyone's on the same page.""" start="00:00:28.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""What are large language models?""" start="00:00:29.760" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Not everyone may be caught up on this.""" start="00:00:30.920" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Large language models are a way... Basically,""" start="00:00:34.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""the current versions of large language models""" start="00:00:39.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""are all based on the similar architecture""" start="00:00:43.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""called the transformer.""" start="00:00:44.480" video="mainVideo-llm" id="subtitle"]]
[[!template text="""It's just an efficient way to train and produce output.""" start="00:00:45.280" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So these things are basically models""" start="00:00:48.720" video="mainVideo-llm" id="subtitle"]]
[[!template text="""that predict the next word or something like that.""" start="00:00:51.920" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And they're trained on an enormous corpus of information""" start="00:00:58.080" video="mainVideo-llm" id="subtitle"]]
[[!template text="""and they get extremely good""" start="00:01:02.120" video="mainVideo-llm" id="subtitle"]]
[[!template text="""at predicting the next word.""" start="00:01:04.320" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And from that basic ability, you can train""" start="00:01:06.080" video="mainVideo-llm" id="subtitle"]]
[[!template text="""through further tuning from human input,""" start="00:01:09.680" video="mainVideo-llm" id="subtitle"]]
[[!template text="""human ratings and things like that.""" start="00:01:12.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""You can train different models based on that""" start="00:01:13.960" video="mainVideo-llm" id="subtitle"]]
[[!template text="""that will do question answering.""" start="00:01:17.480" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And this is how basically ChatGPT works.""" start="00:01:18.760" video="mainVideo-llm" id="subtitle"]]
[[!template text="""There's a base LLM, like GPT.""" start="00:01:22.520" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And then you have a chat version of that,""" start="00:01:25.600" video="mainVideo-llm" id="subtitle"]]
[[!template text="""which is just trained to just... You give""" start="00:01:27.800" video="mainVideo-llm" id="subtitle"]]
[[!template text="""it a prompt, like what do you want it to do?""" start="00:01:29.960" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And it gives you an output that does what you told it to do,""" start="00:01:32.200" video="mainVideo-llm" id="subtitle"]]
[[!template text="""or at least attempts to do it.""" start="00:01:37.280" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Those are the power of large language models is""" start="00:01:39.920" video="mainVideo-llm" id="subtitle"]]
[[!template text="""they're extremely, extremely impressive.""" start="00:01:42.080" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Certainly this is, in AI,""" start="00:01:45.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""this has been the biggest thing to happen""" start="00:01:47.200" video="mainVideo-llm" id="subtitle"]]
[[!template text="""probably in my lifetime,""" start="00:01:49.080" video="mainVideo-llm" id="subtitle"]]
[[!template text="""or at least my lifetime as my working lifetime.""" start="00:01:51.560" video="mainVideo-llm" id="subtitle"]]
[[!template new="1" text="""So let me give you a demonstration of""" start="00:01:56.360" video="mainVideo-llm" id="subtitle"]]
[[!template text="""what kinds of stuff it could do in Emacs.""" start="00:02:02.560" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So here I have a Emacs file.""" start="00:02:06.680" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So this is my Emacs init file.""" start="00:02:09.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I have a change.""" start="00:02:12.480" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Let's commit that change.""" start="00:02:13.600" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And, you know, I don't like writing commit messages,""" start="00:02:16.880" video="mainVideo-llm" id="subtitle"]]
[[!template text="""so I can generate it.""" start="00:02:19.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And it did an actually just looking.""" start="00:02:23.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So all it does is it's looking, it's just reading the diff.""" start="00:02:27.480" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I'm just feeding it the diff with some instructions.""" start="00:02:29.760" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And it is this a incredible commit message?""" start="00:02:32.480" video="mainVideo-llm" id="subtitle"]]
[[!template text="""It's not bad, actually.""" start="00:02:37.760" video="mainVideo-llm" id="subtitle"]]
[[!template text="""You can see that it actually has really extracted""" start="00:02:39.400" video="mainVideo-llm" id="subtitle"]]
[[!template text="""the meaning of what I'm doing and has written""" start="00:02:42.320" video="mainVideo-llm" id="subtitle"]]
[[!template text="""a reasonably good commit message.""" start="00:02:46.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Now I have to edit it because this is not quite correct.""" start="00:02:48.880" video="mainVideo-llm" id="subtitle"]]
[[!template text="""But it's kind of impressive how good it is.""" start="00:02:53.160" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And my editing, it's kind of easier for me to edit this""" start="00:02:55.160" video="mainVideo-llm" id="subtitle"]]
[[!template text="""than just to write a new one.""" start="00:03:00.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And quite often it's good enough to just submit as is.""" start="00:03:01.880" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So this is kind of, you know, you could say""" start="00:03:04.480" video="mainVideo-llm" id="subtitle"]]
[[!template text="""this is just commit messages.""" start="00:03:08.120" video="mainVideo-llm" id="subtitle"]]
[[!template text="""You could respond to emails.""" start="00:03:09.360" video="mainVideo-llm" id="subtitle"]]
[[!template text="""You could, you know, using your own custom instructions""" start="00:03:10.720" video="mainVideo-llm" id="subtitle"]]
[[!template text="""about what you want your email to say.""" start="00:03:15.320" video="mainVideo-llm" id="subtitle"]]
[[!template text="""It'll write the email for you.""" start="00:03:17.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""It could do like this""" start="00:03:19.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Emacs is a way to interact with buffers.""" start="00:03:19.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""This could basically just output text.""" start="00:03:22.520" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So it's super useful for""" start="00:03:24.200" video="mainVideo-llm" id="subtitle"]]
[[!template text="""understanding something and outputting text based on that,""" start="00:03:27.760" video="mainVideo-llm" id="subtitle"]]
[[!template text="""which is just useful for Emacs.""" start="00:03:30.320" video="mainVideo-llm" id="subtitle"]]
[[!template new="1" text="""So the drawback is, yeah, it's good,""" start="00:03:32.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""but it's not that reliable.""" start="00:03:39.920" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And you'd think it's very easy to get caught up in like,""" start="00:03:43.360" video="mainVideo-llm" id="subtitle"]]
[[!template text="""oh my gosh, like this is so powerful.""" start="00:03:45.680" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I bet it could work this, whatever idea could work.""" start="00:03:47.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And these ideas, like they almost can.""" start="00:03:50.600" video="mainVideo-llm" id="subtitle"]]
[[!template text="""For example, I was thinking, you know what I could do?""" start="00:03:52.920" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I don't like writing regexes.""" start="00:03:55.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Why can't I have a regex replace that's powered by LLMs?""" start="00:03:57.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And that way I could give just an instruction""" start="00:04:01.200" video="mainVideo-llm" id="subtitle"]]
[[!template text="""to regex replace.""" start="00:04:03.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And so for example, I could do Emacs LLM regex replace.""" start="00:04:07.400" video="mainVideo-llm" id="subtitle"]]
[[!template text="""This is not checked in anywhere.""" start="00:04:12.080" video="mainVideo-llm" id="subtitle"]]
[[!template text="""These are just my own kind of private functions.""" start="00:04:12.880" video="mainVideo-llm" id="subtitle"]]
[[!template text="""My description lowercase all the org headings.""" start="00:04:17.200" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Let's see if it works.""" start="00:04:19.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""It might work.""" start="00:04:20.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""No, it doesn't work.""" start="00:04:21.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So if I, I'm not going to bother to show you""" start="00:04:22.960" video="mainVideo-llm" id="subtitle"]]
[[!template text="""what it actually came up with, but it's something,""" start="00:04:26.160" video="mainVideo-llm" id="subtitle"]]
[[!template text="""if you looked at it, it'd be like, wow,""" start="00:04:28.160" video="mainVideo-llm" id="subtitle"]]
[[!template text="""this is very close to being...""" start="00:04:29.880" video="mainVideo-llm" id="subtitle"]]
[[!template text="""It looks like it should work, but it doesn't.""" start="00:04:31.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Okay.""" start="00:04:34.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""It's not quite good enough to get it right.""" start="00:04:35.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And it's possible that perhaps by giving it""" start="00:04:38.720" video="mainVideo-llm" id="subtitle"]]
[[!template text="""a few examples of, or explaining more""" start="00:04:41.600" video="mainVideo-llm" id="subtitle"]]
[[!template text="""what makes Emacs regexes different.""" start="00:04:43.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""It could do a better job""" start="00:04:46.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""and maybe could solve these problems,""" start="00:04:47.960" video="mainVideo-llm" id="subtitle"]]
[[!template text="""but it's always a little bit random.""" start="00:04:49.280" video="mainVideo-llm" id="subtitle"]]
[[!template text="""You're never quite sure what you're going to get.""" start="00:04:50.680" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So this is the drawback.""" start="00:04:52.360" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Like there's a lot of things that look like you could do it,""" start="00:04:54.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""but when it actually comes down to trying it,""" start="00:04:58.480" video="mainVideo-llm" id="subtitle"]]
[[!template text="""it's surprisingly hard.""" start="00:05:01.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And, you know, and whatever you're doing,""" start="00:05:03.400" video="mainVideo-llm" id="subtitle"]]
[[!template text="""it's surprisingly hard to get something""" start="00:05:06.320" video="mainVideo-llm" id="subtitle"]]
[[!template text="""that is repeatably, that's, that is always good.""" start="00:05:09.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So yeah, that's currently the problem.""" start="00:05:13.880" video="mainVideo-llm" id="subtitle"]]
[[!template new="1" text="""So I want to talk about embeddings.""" start="00:05:20.120" video="mainVideo-llm" id="subtitle"]]
[[!template text="""They're another thing that LLMs offer""" start="00:05:23.400" video="mainVideo-llm" id="subtitle"]]
[[!template text="""and that are extremely useful.""" start="00:05:26.920" video="mainVideo-llm" id="subtitle"]]
[[!template text="""They are, what they do is they encode from""" start="00:05:28.600" video="mainVideo-llm" id="subtitle"]]
[[!template text="""a input text that could be a word, a sentence,""" start="00:05:33.120" video="mainVideo-llm" id="subtitle"]]
[[!template text="""a small document.""" start="00:05:38.960" video="mainVideo-llm" id="subtitle"]]
[[!template text="""It encodes a vector about what the meaning,""" start="00:05:42.160" video="mainVideo-llm" id="subtitle"]]
[[!template text="""the semantic meaning of that is.""" start="00:05:45.400" video="mainVideo-llm" id="subtitle"]]
[[!template text="""That means you could, something that is,""" start="00:05:46.920" video="mainVideo-llm" id="subtitle"]]
[[!template text="""uses completely different words,""" start="00:05:51.080" video="mainVideo-llm" id="subtitle"]]
[[!template text="""but is basically talking about the same thing,""" start="00:05:52.280" video="mainVideo-llm" id="subtitle"]]
[[!template text="""perhaps in a different language, should be pretty close""" start="00:05:54.160" video="mainVideo-llm" id="subtitle"]]
[[!template text="""as a vector to the other vector.""" start="00:05:57.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""You know, as long as they're similarly semantic things,""" start="00:06:02.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""like the words""" start="00:06:05.400" video="mainVideo-llm" id="subtitle"]]
[[!template text="""highway and Camino are two different words.""" start="00:06:12.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""They mean the same thing.""" start="00:06:18.960" video="mainVideo-llm" id="subtitle"]]
[[!template text="""They should have very similar embeddings.""" start="00:06:19.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So it is a way to kind of encode this""" start="00:06:21.320" video="mainVideo-llm" id="subtitle"]]
[[!template text="""and then you could use this for search.""" start="00:06:25.120" video="mainVideo-llm" id="subtitle"]]
[[!template text="""For example, I haven't tried to do this yet,""" start="00:06:26.200" video="mainVideo-llm" id="subtitle"]]
[[!template text="""but you could probably just make an embedding""" start="00:06:28.920" video="mainVideo-llm" id="subtitle"]]
[[!template text="""for every paragraph in the Emacs manual""" start="00:06:31.480" video="mainVideo-llm" id="subtitle"]]
[[!template text="""and the Elisp manual.""" start="00:06:33.920" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And then, and then there's a very standard technique.""" start="00:06:36.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""You just... You find that you have a query,""" start="00:06:39.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""oh, how do I do whatever, whatever in Emacs again?""" start="00:06:43.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And you could, you just find that 20 things""" start="00:06:45.800" video="mainVideo-llm" id="subtitle"]]
[[!template text="""that are closest to whatever you're""" start="00:06:49.480" video="mainVideo-llm" id="subtitle"]]
[[!template text="""trying to... the embedding of your query.""" start="00:06:50.320" video="mainVideo-llm" id="subtitle"]]
[[!template text="""You send those things to the LLM, as you know,""" start="00:06:51.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""with the original query,""" start="00:06:55.280" video="mainVideo-llm" id="subtitle"]]
[[!template text="""and you're basically telling the--asking the LLM,""" start="00:06:57.800" video="mainVideo-llm" id="subtitle"]]
[[!template text="""look, the user is trying to do this.""" start="00:06:59.920" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Here's what I found in the Emacs manual.""" start="00:07:01.280" video="mainVideo-llm" id="subtitle"]]
[[!template text="""That's on the Elisp manual.""" start="00:07:03.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""That's close to what they're trying to do.""" start="00:07:04.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So can you kind of just tell the user what to do?""" start="00:07:07.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And from this, and you could say,""" start="00:07:12.160" video="mainVideo-llm" id="subtitle"]]
[[!template text="""just use things from this, you know, that I give you.""" start="00:07:14.480" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Don't just make up your own idea.""" start="00:07:17.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""You know, don't use your own ideas,""" start="00:07:20.680" video="mainVideo-llm" id="subtitle"]]
[[!template text="""because sometimes it likes to do that""" start="00:07:21.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""and those things are wrong.""" start="00:07:23.800" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So you could try to, you know, do this and you get,""" start="00:07:24.360" video="mainVideo-llm" id="subtitle"]]
[[!template text="""you could get quite good results using this.""" start="00:07:26.720" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So no one has done this yet,""" start="00:07:28.720" video="mainVideo-llm" id="subtitle"]]
[[!template text="""but that should not be hard to do.""" start="00:07:30.000" video="mainVideo-llm" id="subtitle"]]
[[!template new="1" text="""Image generation is something that's, you know,""" start="00:07:32.800" video="mainVideo-llm" id="subtitle"]]
[[!template text="""it's not quite an LLM in the sense of...""" start="00:07:34.880" video="mainVideo-llm" id="subtitle"]]
[[!template text="""These are... It's a different technology,""" start="00:07:38.480" video="mainVideo-llm" id="subtitle"]]
[[!template text="""but these things are kind of packaged together""" start="00:07:43.080" video="mainVideo-llm" id="subtitle"]]
[[!template text="""in a sense.""" start="00:07:48.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And you'll see that when I talk about Emacs packages,""" start="00:07:49.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""a lot of them bundle image generation""" start="00:07:51.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""and large language models.""" start="00:07:54.280" video="mainVideo-llm" id="subtitle"]]
[[!template text="""You know, the APIs are often bundled together by providers.""" start="00:07:55.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And the general idea is it's kind of similar""" start="00:07:59.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""because it's very similar to large, you know,""" start="00:08:02.680" video="mainVideo-llm" id="subtitle"]]
[[!template text="""doing a chat thing where you, you know,""" start="00:08:04.400" video="mainVideo-llm" id="subtitle"]]
[[!template text="""the chat is like, you give it a text request,""" start="00:08:06.560" video="mainVideo-llm" id="subtitle"]]
[[!template text="""like write me a sonnet about, you know,""" start="00:08:09.761" video="mainVideo-llm" id="subtitle"]]
[[!template text="""the battle between Emacs and vi.""" start="00:08:12.760" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And it could, it could do it.""" start="00:08:14.880" video="mainVideo-llm" id="subtitle"]]
[[!template text="""It could do a very good job of that.""" start="00:08:15.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""But you could also say, you know,""" start="00:08:17.160" video="mainVideo-llm" id="subtitle"]]
[[!template text="""draw me a picture of Emacs and vi as boxers,""" start="00:08:22.520" video="mainVideo-llm" id="subtitle"]]
[[!template text="""as a character-character boxing in a ring,""" start="00:08:27.600" video="mainVideo-llm" id="subtitle"]]
[[!template text="""like a, you know, political cartoon style.""" start="00:08:30.360" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And it can do that as well.""" start="00:08:32.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And so you could basically think of this""" start="00:08:35.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""as just sort of... it's kind of the""" start="00:08:37.680" video="mainVideo-llm" id="subtitle"]]
[[!template text="""same thing with what you're doing""" start="00:08:39.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""with large language models,""" start="00:08:42.400" video="mainVideo-llm" id="subtitle"]]
[[!template text="""but instead of outputting a text,""" start="00:08:43.360" video="mainVideo-llm" id="subtitle"]]
[[!template text="""you're outputting a picture.""" start="00:08:44.800" video="mainVideo-llm" id="subtitle"]]
[[!template new="1" text="""There's also, I want to mention the concept of fine-tuning.""" start="00:08:48.480" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Fine-tuning is a way to take your--""" start="00:08:51.080" video="mainVideo-llm" id="subtitle"]]
[[!template text="""take a corpus of inputs and outputs and just from""" start="00:08:55.200" video="mainVideo-llm" id="subtitle"]]
[[!template text="""a large language model, you're like, okay,""" start="00:08:59.760" video="mainVideo-llm" id="subtitle"]]
[[!template text="""given this base large language model,""" start="00:09:01.600" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I want to make sure that when I give you input,""" start="00:09:03.600" video="mainVideo-llm" id="subtitle"]]
[[!template text="""you give me something like output.""" start="00:09:06.680" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And this is what I'm just going to""" start="00:09:08.480" video="mainVideo-llm" id="subtitle"]]
[[!template text="""train you further on these,""" start="00:09:10.120" video="mainVideo-llm" id="subtitle"]]
[[!template text="""these mappings between input and output.""" start="00:09:11.800" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And for example, you could do this. Like,""" start="00:09:14.880" video="mainVideo-llm" id="subtitle"]]
[[!template text="""let's say you wanted to fix that regex demo""" start="00:09:16.400" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I had to make it good.""" start="00:09:18.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I don't think it, I think it'd be""" start="00:09:21.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""relatively effective to train,""" start="00:09:23.480" video="mainVideo-llm" id="subtitle"]]
[[!template text="""to have regex descriptions""" start="00:09:25.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""and regex examples, Emacs regex examples""" start="00:09:27.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""as inputs and outputs.""" start="00:09:30.120" video="mainVideo-llm" id="subtitle"]]
[[!template text="""You could get, you know, maybe a hundred,""" start="00:09:31.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""a few hundreds of these things.""" start="00:09:34.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""You could train it.""" start="00:09:35.360" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I think that is a reasonable way to,""" start="00:09:38.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""let's just say, I don't know how well it would work,""" start="00:09:40.760" video="mainVideo-llm" id="subtitle"]]
[[!template text="""but these things definitely work some of the time""" start="00:09:43.880" video="mainVideo-llm" id="subtitle"]]
[[!template text="""and produce pretty good results.""" start="00:09:46.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And you could do this on your own machine.""" start="00:09:48.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Corporations like OpenAI offer APIs with, you know,""" start="00:09:53.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""to build your fine tunes on top of OpenAI.""" start="00:09:59.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And I think, I'm not a hundred percent sure,""" start="00:10:01.520" video="mainVideo-llm" id="subtitle"]]
[[!template text="""but I think then you can share your model""" start="00:10:04.160" video="mainVideo-llm" id="subtitle"]]
[[!template text="""with other people.""" start="00:10:05.720" video="mainVideo-llm" id="subtitle"]]
[[!template text="""But if not, then you just, you know,""" start="00:10:06.520" video="mainVideo-llm" id="subtitle"]]
[[!template text="""you could use your model for your own specialized purposes.""" start="00:10:08.520" video="mainVideo-llm" id="subtitle"]]
[[!template text="""But in the world of models that you could run,""" start="00:10:10.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""for example, based on Llama, which is like...""" start="00:10:14.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Llama is this model you can run on your own machine from Meta.""" start="00:10:16.875" video="mainVideo-llm" id="subtitle"]]
[[!template text="""There's many fine-tuned models that you could download""" start="00:10:23.580" video="mainVideo-llm" id="subtitle"]]
[[!template text="""and you could run on your own.""" start="00:10:26.881" video="mainVideo-llm" id="subtitle"]]
[[!template text="""They can do very different things too.""" start="00:10:28.961" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Some output Python programs, for example,""" start="00:10:30.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""that you could just run.""" start="00:10:33.400" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So you just say...""" start="00:10:34.280" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Tell me how old... Let's just say""" start="00:10:37.960" video="mainVideo-llm" id="subtitle"]]
[[!template text="""you have a random task, like""" start="00:10:40.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""tell me how old these five cities are in minutes,""" start="00:10:42.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""based on historical evidence.""" start="00:10:48.120" video="mainVideo-llm" id="subtitle"]]
[[!template text="""It's kind of a weird query, but it probably can figure,""" start="00:10:49.800" video="mainVideo-llm" id="subtitle"]]
[[!template text="""it could probably run that for you.""" start="00:10:53.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""It'll encode its knowledge into whatever""" start="00:10:55.120" video="mainVideo-llm" id="subtitle"]]
[[!template text="""the Python program, then use the Python program""" start="00:10:57.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""to do the correct calculations.""" start="00:10:59.600" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So pretty, pretty useful stuff.""" start="00:11:01.040" video="mainVideo-llm" id="subtitle"]]
[[!template new="1" text="""So I also want to mention open source""" start="00:11:08.160" video="mainVideo-llm" id="subtitle"]]
[[!template text="""and basically free software here.""" start="00:11:10.400" video="mainVideo-llm" id="subtitle"]]
[[!template text="""These LLMs are mostly not free software.""" start="00:11:12.680" video="mainVideo-llm" id="subtitle"]]
[[!template text="""They're sometimes open source,""" start="00:11:17.600" video="mainVideo-llm" id="subtitle"]]
[[!template text="""but they're generally not free""" start="00:11:19.160" video="mainVideo-llm" id="subtitle"]]
[[!template text="""without restrictions to use.""" start="00:11:21.960" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Most of these things, even Llama,""" start="00:11:23.800" video="mainVideo-llm" id="subtitle"]]
[[!template text="""which you can use on your own machine,""" start="00:11:27.280" video="mainVideo-llm" id="subtitle"]]
[[!template text="""have restrictions that you cannot use it""" start="00:11:28.680" video="mainVideo-llm" id="subtitle"]]
[[!template text="""to train your own model.""" start="00:11:31.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""This is something that, you know,""" start="00:11:32.520" video="mainVideo-llm" id="subtitle"]]
[[!template text="""it costs millions and millions of dollars""" start="00:11:35.120" video="mainVideo-llm" id="subtitle"]]
[[!template text="""to train and produce these models.""" start="00:11:37.520" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And that's just computation costs.""" start="00:11:40.760" video="mainVideo-llm" id="subtitle"]]
[[!template text="""They do not want you""" start="00:11:42.320" video="mainVideo-llm" id="subtitle"]]
[[!template text="""stealing all that work by training your own models""" start="00:11:45.520" video="mainVideo-llm" id="subtitle"]]
[[!template text="""based on their output.""" start="00:11:47.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""But there are research LLMs that do, I believe,""" start="00:11:48.800" video="mainVideo-llm" id="subtitle"]]
[[!template text="""conform to free software principles.""" start="00:11:55.360" video="mainVideo-llm" id="subtitle"]]
[[!template text="""They're just not as good yet.""" start="00:11:58.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And I think that might change in the future.""" start="00:11:59.520" video="mainVideo-llm" id="subtitle"]]
[[!template new="1" text="""So speaking of the future,""" start="00:12:02.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""one of the things I'd like to point out""" start="00:12:04.120" video="mainVideo-llm" id="subtitle"]]
[[!template text="""is that like the demos I showed you are based on,""" start="00:12:07.520" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I'm using OpenAI 3.5 model.""" start="00:12:09.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""That's more than, well, no,""" start="00:12:13.520" video="mainVideo-llm" id="subtitle"]]
[[!template text="""it's like a year old basically at this point.""" start="00:12:16.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And things are moving fast.""" start="00:12:18.200" video="mainVideo-llm" id="subtitle"]]
[[!template text="""They came out with 4.0.""" start="00:12:21.080" video="mainVideo-llm" id="subtitle"]]
[[!template text="""4.0 is significantly better.""" start="00:12:22.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I don't have access to it.""" start="00:12:23.320" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Even though I'm using the API and I'm paying money for it,""" start="00:12:24.320" video="mainVideo-llm" id="subtitle"]]
[[!template text="""you only can get access to 4.0""" start="00:12:30.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""if you can spend a dollar.""" start="00:12:33.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And I've never been able to spend,""" start="00:12:34.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""use so much API use that I've spent a dollar.""" start="00:12:36.320" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So I have, I don't have 4.0, but I've tried it""" start="00:12:38.200" video="mainVideo-llm" id="subtitle"]]
[[!template text="""because I do pay for this""" start="00:12:44.480" video="mainVideo-llm" id="subtitle"]]
[[!template text="""so I could get access to 4.0""" start="00:12:46.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""and it is substantially better.""" start="00:12:48.341" video="mainVideo-llm" id="subtitle"]]
[[!template text="""By all reports, it's,""" start="00:12:49.600" video="mainVideo-llm" id="subtitle"]]
[[!template text="""the difference is extremely significant.""" start="00:12:50.520" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I would not be surprised""" start="00:12:53.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""if some of the limitations and drawbacks I described""" start="00:12:55.160" video="mainVideo-llm" id="subtitle"]]
[[!template text="""mostly went away with 4.0.""" start="00:12:59.760" video="mainVideo-llm" id="subtitle"]]
[[!template text="""We're probably at a stage""" start="00:13:02.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""where regexes will work maybe 5% of the time""" start="00:13:06.680" video="mainVideo-llm" id="subtitle"]]
[[!template text="""if you try them.""" start="00:13:09.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""But with 4.0, it could work like 80% of the time.""" start="00:13:10.120" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Now, is that good enough?""" start="00:13:13.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Probably not, but it's a,""" start="00:13:14.560" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I wouldn't be surprised if you got results like that.""" start="00:13:17.280" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And in a year's time, in two years time,""" start="00:13:20.320" video="mainVideo-llm" id="subtitle"]]
[[!template text="""no one knows how much this is going to play out""" start="00:13:22.920" video="mainVideo-llm" id="subtitle"]]
[[!template text="""before progress stalls,""" start="00:13:26.680" video="mainVideo-llm" id="subtitle"]]
[[!template text="""but there are a lot of interesting research.""" start="00:13:27.520" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I don't think, research wise,""" start="00:13:32.320" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I don't think things have slowed down.""" start="00:13:34.280" video="mainVideo-llm" id="subtitle"]]
[[!template text="""You're still seeing a lot of advances.""" start="00:13:35.760" video="mainVideo-llm" id="subtitle"]]
[[!template text="""You're still seeing a lot of models coming out""" start="00:13:38.720" video="mainVideo-llm" id="subtitle"]]
[[!template text="""and that will come out.""" start="00:13:41.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""That will be each one, one upping the other one""" start="00:13:41.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""in terms of quality.""" start="00:13:46.280" video="mainVideo-llm" id="subtitle"]]
[[!template text="""It'll be really interesting to see how this all plays out.""" start="00:13:49.960" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I think that message here is that""" start="00:13:52.760" video="mainVideo-llm" id="subtitle"]]
[[!template text="""we're at the beginning here.""" start="00:13:55.920" video="mainVideo-llm" id="subtitle"]]
[[!template text="""This is why I think this talk is important.""" start="00:13:58.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I think this is why we should be""" start="00:14:01.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""paying attention to this stuff.""" start="00:14:02.280" video="mainVideo-llm" id="subtitle"]]
[[!template new="1" text="""Let's talk about the existing packages.""" start="00:14:08.200" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Because there's a lot out there, people have,""" start="00:14:11.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I think people have been integrating with""" start="00:14:13.200" video="mainVideo-llm" id="subtitle"]]
[[!template text="""these LLMs that often have a relatively easy to use API.""" start="00:14:17.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So it's kind of natural that people""" start="00:14:21.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""have already put out a lot of packages.""" start="00:14:24.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Coming off this problem from a lot of different angles,""" start="00:14:25.680" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I don't have time to go through""" start="00:14:28.320" video="mainVideo-llm" id="subtitle"]]
[[!template text="""all of these packages.""" start="00:14:30.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""These are great packages though.""" start="00:14:31.960" video="mainVideo-llm" id="subtitle"]]
[[!template text="""If you're not familiar with them,""" start="00:14:33.560" video="mainVideo-llm" id="subtitle"]]
[[!template text="""please check them out.""" start="00:14:35.280" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And they all are doing slightly different things.""" start="00:14:37.680" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Some of these are relatively straightforward.""" start="00:14:41.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Interactions, just a way to""" start="00:14:43.960" video="mainVideo-llm" id="subtitle"]]
[[!template text="""almost in a comment sort of way to kind of""" start="00:14:47.920" video="mainVideo-llm" id="subtitle"]]
[[!template text="""have just an interaction,""" start="00:14:52.680" video="mainVideo-llm" id="subtitle"]]
[[!template text="""long running interaction with an LLM""" start="00:14:54.200" video="mainVideo-llm" id="subtitle"]]
[[!template text="""where you kind of build off previous responses,""" start="00:14:55.480" video="mainVideo-llm" id="subtitle"]]
[[!template text="""kind of like the OpenAI's UI.""" start="00:14:59.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Two very more Emacsy things where you can sort of""" start="00:15:01.800" video="mainVideo-llm" id="subtitle"]]
[[!template text="""embed these LLM responses within a org-mode block""" start="00:15:08.560" video="mainVideo-llm" id="subtitle"]]
[[!template text="""using the org-mode's context.""" start="00:15:13.680" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Or GitHub Copilot integration where you can use it""" start="00:15:15.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""for auto completion in a very powerful,""" start="00:15:20.960" video="mainVideo-llm" id="subtitle"]]
[[!template text="""you know, this stuff is very useful if it could figure out""" start="00:15:23.320" video="mainVideo-llm" id="subtitle"]]
[[!template text="""what you're trying to do based on the context.""" start="00:15:27.320" video="mainVideo-llm" id="subtitle"]]
[[!template text="""It's quite effective.""" start="00:15:29.200" video="mainVideo-llm" id="subtitle"]]
[[!template text="""But I want to kind of call out one thing""" start="00:15:31.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""that I'd like to see change.""" start="00:15:36.360" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Which is that users right now,""" start="00:15:38.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""not all of these have a choice of,""" start="00:15:42.600" video="mainVideo-llm" id="subtitle"]]
[[!template text="""first of all, there's a lot of them.""" start="00:15:45.200" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Each one of them is doing their own calls.""" start="00:15:47.960" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And each one of them is, so each one of them""" start="00:15:49.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""has their own interfaces.""" start="00:15:54.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""They're rewriting the interface to OpenAI or wherever.""" start="00:15:55.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And they're not, they don't, most of these""" start="00:15:57.720" video="mainVideo-llm" id="subtitle"]]
[[!template text="""do not make it that configurable or at all configurable""" start="00:16:00.120" video="mainVideo-llm" id="subtitle"]]
[[!template text="""what LLM use.""" start="00:16:05.120" video="mainVideo-llm" id="subtitle"]]
[[!template text="""This is not good.""" start="00:16:06.600" video="mainVideo-llm" id="subtitle"]]
[[!template text="""It is important that we use,""" start="00:16:07.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""we give the user a way to change the LLM they use.""" start="00:16:09.680" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And that is because you might not be comfortable""" start="00:16:15.680" video="mainVideo-llm" id="subtitle"]]
[[!template text="""sending your requests over to a private corporation""" start="00:16:21.080" video="mainVideo-llm" id="subtitle"]]
[[!template text="""where you don't get to see how they use their data.""" start="00:16:24.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Your data, really.""" start="00:16:27.800" video="mainVideo-llm" id="subtitle"]]
[[!template text="""That's especially true with things like embeddings""" start="00:16:29.800" video="mainVideo-llm" id="subtitle"]]
[[!template text="""where you might be sending over your documents.""" start="00:16:33.320" video="mainVideo-llm" id="subtitle"]]
[[!template text="""You're just giving them your documents, basically.""" start="00:16:35.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And, you know, that does happen.""" start="00:16:37.520" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I don't think really that there's a reason""" start="00:16:40.760" video="mainVideo-llm" id="subtitle"]]
[[!template text="""to be uncomfortable with this,""" start="00:16:43.600" video="mainVideo-llm" id="subtitle"]]
[[!template text="""but that, you know, people are uncomfortable and that's okay.""" start="00:16:44.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""People might want to use a local machine,""" start="00:16:51.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""a local LLM for maximum privacy.""" start="00:16:53.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""That's something we should allow.""" start="00:16:58.360" video="mainVideo-llm" id="subtitle"]]
[[!template text="""People might want to especially use free software.""" start="00:17:00.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""That's something we should definitely allow.""" start="00:17:04.520" video="mainVideo-llm" id="subtitle"]]
[[!template text="""This is Emacs.""" start="00:17:05.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""We need to encourage that.""" start="00:17:07.280" video="mainVideo-llm" id="subtitle"]]
[[!template text="""But right now, as most of these things are written,""" start="00:17:08.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""you can't do it.""" start="00:17:12.160" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And they're spending precious time""" start="00:17:13.960" video="mainVideo-llm" id="subtitle"]]
[[!template text="""just doing things themselves.""" start="00:17:17.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""This is why I wrote LLM, which is...""" start="00:17:18.880" video="mainVideo-llm" id="subtitle"]]
[[!template text="""it will just make that connection to the LLM for you""" start="00:17:20.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""and it will connect to, you know, it has plugins.""" start="00:17:23.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So if you can, the user can configure what plugin""" start="00:17:26.720" video="mainVideo-llm" id="subtitle"]]
[[!template text="""it actually goes to.""" start="00:17:30.280" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Does it go to OpenAI?""" start="00:17:31.360" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Does it go to Google Cloud Vertex?""" start="00:17:32.400" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Does it go to Llama on your machine?""" start="00:17:35.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""We're using Ollama,""" start="00:17:37.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""which is just a way to run Llama locally.""" start="00:17:38.400" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And more things in the future, I hope.""" start="00:17:41.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So this is, I'm hoping that we use this.""" start="00:17:47.960" video="mainVideo-llm" id="subtitle"]]
[[!template text="""It's designed to be sort of maximally usable.""" start="00:17:52.080" video="mainVideo-llm" id="subtitle"]]
[[!template text="""You don't need to install anything.""" start="00:17:54.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""It's on GNU ELPA.""" start="00:17:56.280" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So even if you write something""" start="00:17:58.360" video="mainVideo-llm" id="subtitle"]]
[[!template text="""that you want to contribute to GNU ELPA,""" start="00:17:59.880" video="mainVideo-llm" id="subtitle"]]
[[!template text="""you can use it because it's on GNU ELPA.""" start="00:18:01.080" video="mainVideo-llm" id="subtitle"]]
[[!template text="""It's part of the Emacs package, Emacs core packages.""" start="00:18:02.880" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So, but it has no functionality.""" start="00:18:06.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""It's really just there as a library""" start="00:18:09.880" video="mainVideo-llm" id="subtitle"]]
[[!template text="""to use by other things offering functionality. Okay.""" start="00:18:11.720" video="mainVideo-llm" id="subtitle"]]
[[!template new="1" text="""And it's a little bit difficult to abstract.""" start="00:18:15.960" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I want to point this out""" start="00:18:19.840" video="mainVideo-llm" id="subtitle"]]
[[!template text="""because I think it's an important point""" start="00:18:21.160" video="mainVideo-llm" id="subtitle"]]
[[!template text="""is that the, it's, some of these LLMs, for example,""" start="00:18:23.600" video="mainVideo-llm" id="subtitle"]]
[[!template text="""have image generation.""" start="00:18:29.520" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Some do not.""" start="00:18:30.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Some of them have very large context windows, even for chat.""" start="00:18:31.280" video="mainVideo-llm" id="subtitle"]]
[[!template text="""You say, okay, all these things can do chat.""" start="00:18:35.320" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Okay.""" start="00:18:37.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Yeah, kind of.""" start="00:18:37.320" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Some of these things you could pass a book to,""" start="00:18:38.080" video="mainVideo-llm" id="subtitle"]]
[[!template text="""like Anthropic's API.""" start="00:18:40.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Most, you cannot.""" start="00:18:41.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So there really are big differences""" start="00:18:43.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""in how these things work.""" start="00:18:45.560" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I hope those differences diminish in the future.""" start="00:18:46.400" video="mainVideo-llm" id="subtitle"]]
[[!template text="""But it's just one of the challenges""" start="00:18:51.540" video="mainVideo-llm" id="subtitle"]]
[[!template text="""that I hope we can work through in the LLM library.""" start="00:18:53.801" video="mainVideo-llm" id="subtitle"]]
[[!template text="""So it's compatible, but there's definitely""" start="00:18:57.521" video="mainVideo-llm" id="subtitle"]]
[[!template text="""limits to that compatibility.""" start="00:19:02.161" video="mainVideo-llm" id="subtitle"]]
[[!template new="1" text="""I want to point out just to finish off,""" start="00:19:04.080" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Emacs is the, Emacs has real power here""" start="00:19:06.161" video="mainVideo-llm" id="subtitle"]]
[[!template text="""that nothing else I think in the industry is offering.""" start="00:19:12.880" video="mainVideo-llm" id="subtitle"]]
[[!template text="""First of all, people that use Emacs""" start="00:19:15.680" video="mainVideo-llm" id="subtitle"]]
[[!template text="""tend to do a lot of things in Emacs.""" start="00:19:19.280" video="mainVideo-llm" id="subtitle"]]
[[!template text="""We have our to-dos in Emacs with the org mode.""" start="00:19:20.440" video="mainVideo-llm" id="subtitle"]]
[[!template text="""We have mail.""" start="00:19:22.160" video="mainVideo-llm" id="subtitle"]]
[[!template text="""We, you know, we might read email and we might,""" start="00:19:23.000" video="mainVideo-llm" id="subtitle"]]
[[!template text="""and respond to email in Emacs.""" start="00:19:25.720" video="mainVideo-llm" id="subtitle"]]
[[!template text="""We might have notes in Emacs.""" start="00:19:27.680" video="mainVideo-llm" id="subtitle"]]
[[!template text="""This is very powerful.""" start="00:19:29.200" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Using... there's not other stuff like that.""" start="00:19:31.360" video="mainVideo-llm" id="subtitle"]]
[[!template text="""And you could feed this stuff to an LLM.""" start="00:19:34.160" video="mainVideo-llm" id="subtitle"]]
[[!template text="""You could do interesting things""" start="00:19:35.760" video="mainVideo-llm" id="subtitle"]]
[[!template text="""using a combination of all this data.""" start="00:19:37.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""No one else could do this.""" start="00:19:38.560" video="mainVideo-llm" id="subtitle"]]
[[!template text="""We need to start thinking about it.""" start="00:19:40.400" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Secondly, Emacs can execute commands.""" start="00:19:41.760" video="mainVideo-llm" id="subtitle"]]
[[!template text="""This might be a bad idea.""" start="00:19:45.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""This might be how the robots take over,""" start="00:19:46.240" video="mainVideo-llm" id="subtitle"]]
[[!template text="""but you could have the LLMs respond with Emacs""" start="00:19:48.400" video="mainVideo-llm" id="subtitle"]]
[[!template text="""commands and run those Emacs commands""" start="00:19:51.800" video="mainVideo-llm" id="subtitle"]]
[[!template text="""and tell the LLM the response and have it do things""" start="00:19:54.200" video="mainVideo-llm" id="subtitle"]]
[[!template text="""as your agent in the editor.""" start="00:19:57.080" video="mainVideo-llm" id="subtitle"]]
[[!template text="""I think we need to explore ideas like this.""" start="00:19:58.680" video="mainVideo-llm" id="subtitle"]]
[[!template new="1" text="""And I think we need to share these ideas""" start="00:20:01.960" video="mainVideo-llm" id="subtitle"]]
[[!template text="""and we need to make sure that we're pushing the""" start="00:20:04.280" video="mainVideo-llm" id="subtitle"]]
[[!template text="""envelope for Emacs and actually, you know, doing things,""" start="00:20:07.040" video="mainVideo-llm" id="subtitle"]]
[[!template text="""sharing ideas, sharing progress,""" start="00:20:10.520" video="mainVideo-llm" id="subtitle"]]
[[!template text="""and kind of seeing how far we can push this stuff.""" start="00:20:12.960" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Let's really help Emacs out, be sort of,""" start="00:20:15.200" video="mainVideo-llm" id="subtitle"]]
[[!template text="""take advantage of this super powerful technique.""" start="00:20:20.640" video="mainVideo-llm" id="subtitle"]]
[[!template text="""Thank you for listening.""" start="00:20:24.520" video="mainVideo-llm" id="subtitle"]]



Captioner: bala

Questions or comments? Please e-mail [ahyatt@gmail.com](mailto:ahyatt@gmail.com?subject=Comment%20for%20EmacsConf%202022%20llm%3A%20LLM%20clients%20in%20Emacs%2C%20functionality%20and%20standardization)


<!-- End of emacsconf-publish-after-page -->