Train GPT-3 on Any Corpus of Data with ChatGPT and Knowledge Graphs – SCOTUS Opinions Part 1

David Shapiro

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(AI)</a></h3> <div class="entry-meta"> <span class="posted-on"><i class="far fa-calendar-alt"></i><a href="https://theengineeringofconsciousexperience.com/will-gpt-3-replace-programmers-jobs-ai/" rel="bookmark"><time class="entry-date published updated" datetime="2020-07-29T12:00:06-07:00">July 29, 2020</time></a></span><span class="byline"><i class="far fa-user-circle"></i><span class="author vcard"><a class="url fn n" href="https://theengineeringofconsciousexperience.com/author/4c047a579017bbf7502697ba70651ca8/">Benjamin Akar</a></span></span> </div> </header> </article> </div> <div id="comments" class="comments-area"> <h5 class="comments-title"> 44 thoughts on “<span>Train GPT-3 on Any Corpus of Data with ChatGPT and Knowledge Graphs – SCOTUS Opinions Part 1</span>” </h5> <ol class="comment-list"> <li id="comment-322852" class="comment even thread-even depth-1"> <article id="div-comment-322852" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCuHJS_ddVZcon1f3MhDQoGg' rel='external nofollow ugc' class='url'>@forwardatom</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322852"><time datetime="2022-12-20T05:08:06-07:00">December 20, 2022 at 5:08 am</time></a> </div> </footer> <div class="comment-content"> <p>Hi David, thank you for starting the tutorial series again. I'd never heard of NLP before stumbling on your channel, and I previously found your tutorials and your way of going through the thinking process incredibly invaluable for a non-coder, non-expert in this domain. I'm excited to see your future projects/videos, keep up the great work.</p> </div> </article> </li> <li id="comment-322851" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322851" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCQD9KEB5XJhxT5VfatnIl6A' rel='external nofollow ugc' class='url'>@brando2818</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322851"><time datetime="2022-12-21T10:48:09-07:00">December 21, 2022 at 10:48 am</time></a> </div> </footer> <div class="comment-content"> <p>Thank you for this, you've expanded my understanding greatly.</p> </div> </article> </li> <li id="comment-322850" class="comment even thread-even depth-1"> <article id="div-comment-322850" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCjNnVaWlqukhqYWWVSYd8Lw' rel='external nofollow ugc' class='url'>@atic01</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322850"><time datetime="2022-12-21T18:56:00-07:00">December 21, 2022 at 6:56 pm</time></a> </div> </footer> <div class="comment-content"> <p>Amazing stuff ! Your channel is under rated, looking forward the next videos</p> </div> </article> </li> <li id="comment-322849" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322849" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UClwWo3CBiR6EdLayhWso3wA' rel='external nofollow ugc' class='url'>@UncleDavid</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322849"><time datetime="2022-12-25T22:13:08-07:00">December 25, 2022 at 10:13 pm</time></a> </div> </footer> <div class="comment-content"> <p>i’ve learned a lot about spiritually from you which is mad weird for a python channel</p> </div> </article> </li> <li id="comment-322848" class="comment even thread-even depth-1"> <article id="div-comment-322848" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCcmKXfnSo0K-qBny6uV3UWw' rel='external nofollow ugc' class='url'>@cristhiantorres640</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322848"><time datetime="2022-12-27T21:25:51-07:00">December 27, 2022 at 9:25 pm</time></a> </div> </footer> <div class="comment-content"> <p>Hello, Im the colombian lawyer that you asked for in <a href="https://www.youtube.com/watch?v=E_sMa3N44u4&t=10m47s">10:47</a> LOL</p> </div> </article> </li> <li id="comment-322847" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322847" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCpYNMN_46uzslOhXSAIB1Fg' rel='external nofollow ugc' class='url'>@JohnSmith-ox3gy</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322847"><time datetime="2022-12-29T10:31:23-07:00">December 29, 2022 at 10:31 am</time></a> </div> </footer> <div class="comment-content"> <p>One of the benefits that I have read of is memory of the past prompts and responses within an instance. </p> <p>How would you test and perhaps front load context and few facts to improve output?</p> </div> </article> </li> <li id="comment-322846" class="comment even thread-even depth-1"> <article id="div-comment-322846" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCK8r43Kts_pXBq8mNzuIYHw' rel='external nofollow ugc' class='url'>@leafexchange4044</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322846"><time datetime="2022-12-30T14:47:32-07:00">December 30, 2022 at 2:47 pm</time></a> </div> </footer> <div class="comment-content"> <p>in France right now and loving your videos!</p> </div> </article> </li> <li id="comment-322845" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322845" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCK8r43Kts_pXBq8mNzuIYHw' rel='external nofollow ugc' class='url'>@leafexchange4044</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322845"><time datetime="2022-12-30T14:59:08-07:00">December 30, 2022 at 2:59 pm</time></a> </div> </footer> <div class="comment-content"> <p>How has this only got 4k views.</p> </div> </article> </li> <li id="comment-322844" class="comment even thread-even depth-1"> <article id="div-comment-322844" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UC93KRb7jaX9bT0XWMQHybRg' rel='external nofollow ugc' class='url'>@pleabargain</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322844"><time datetime="2023-01-05T10:44:55-07:00">January 5, 2023 at 10:44 am</time></a> </div> </footer> <div class="comment-content"> <p><a href="https://www.youtube.com/watch?v=E_sMa3N44u4&t=20m00s">20:00</a> LOL I lived in France for years and I loved to say that the French and Americans are exactly alike: They both think they are the best(at everything)! 🙂</p> </div> </article> </li> <li id="comment-322843" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322843" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UC1EwDVKcyEvtvhv7lsVR2xw' rel='external nofollow ugc' class='url'>@lisacondobery1912</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322843"><time datetime="2023-01-08T09:39:33-07:00">January 8, 2023 at 9:39 am</time></a> </div> </footer> <div class="comment-content"> <p>Love it. I am here for it. Thank you for your leadership. Please continue to lead and inspire us. I wish you the perfect new year. Lisa.</p> </div> </article> </li> <li id="comment-322842" class="comment even thread-even depth-1"> <article id="div-comment-322842" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCChC3xN9hgE1fnItMuu7GlA' rel='external nofollow ugc' class='url'>@Nothing-vx8sf</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322842"><time datetime="2023-01-12T00:32:42-07:00">January 12, 2023 at 12:32 am</time></a> </div> </footer> <div class="comment-content"> <p>I’ve noticed that specifying a word count improves the specificity. Like if I tell it to give me a response that is at least 2500 words</p> </div> </article> </li> <li id="comment-322841" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322841" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCkvxNVxxPeAngSvADZ9qBbw' rel='external nofollow ugc' class='url'>@gileneusz</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322841"><time datetime="2023-01-12T01:22:28-07:00">January 12, 2023 at 1:22 am</time></a> </div> </footer> <div class="comment-content"> <p><a href="https://www.youtube.com/watch?v=E_sMa3N44u4&t=8m41s">8:41</a> actually you can use another AI toy to scrap automatically the whole webpage and sort it as you wish.. it's called "Browse AI"</p> </div> </article> </li> <li id="comment-322840" class="comment even thread-even depth-1"> <article id="div-comment-322840" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCc0MF315Nzi9ToTFoXvdO5w' rel='external nofollow ugc' class='url'>@kevon217</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322840"><time datetime="2023-01-13T08:49:42-07:00">January 13, 2023 at 8:49 am</time></a> </div> </footer> <div class="comment-content"> <p>Great video. Thanks for sharing your thoughts. Learned a lot.</p> </div> </article> </li> <li id="comment-322839" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322839" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCwf72nWjVAEaleJFax9piFA' rel='external nofollow ugc' class='url'>@semanticentity3934</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322839"><time datetime="2023-01-17T01:05:25-07:00">January 17, 2023 at 1:05 am</time></a> </div> </footer> <div class="comment-content"> <p>13337 views</p> </div> </article> </li> <li id="comment-322838" class="comment even thread-even depth-1"> <article id="div-comment-322838" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCZi925tjouoeP5gpGeqakBg' rel='external nofollow ugc' class='url'>@mikefriedman8320</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322838"><time datetime="2023-01-17T19:20:10-07:00">January 17, 2023 at 7:20 pm</time></a> </div> </footer> <div class="comment-content"> <p>why aren't you just going to Google Scholar and clicking 'case law'?</p> </div> </article> </li> <li id="comment-322837" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322837" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCXNPK0DgzJQ7wxqCHN7yp3A' rel='external nofollow ugc' class='url'>@bobinorlando</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322837"><time datetime="2023-01-19T07:20:28-07:00">January 19, 2023 at 7:20 am</time></a> </div> </footer> <div class="comment-content"> <p>Ok speaking of developer stories, here are some I asked ChatGPT to provide about itself:</p> <p>1. As a user, I want to be able to provide specific context to ChatGPT so that its responses are more accurate and relevant to my needs.</p> <p>2. As a developer, I want to be able to train ChatGPT on my own data sets so that it can better understand my company's specific industry and terminology.</p> <p>3. As a user, I want to be able to easily switch between different versions of ChatGPT, such as a more casual conversational model or a more formal business model, depending on my needs.</p> <p>4. As a developer, I want to be able to access and analyze the data on how ChatGPT is being used, so that I can improve its performance and make it more user-friendly.</p> <p>5. As a user, I want to be able to communicate with ChatGPT using natural language, rather than having to input specific commands, to make the experience more intuitive and seamless.</p> </div> </article> </li> <li id="comment-322836" class="comment even thread-even depth-1"> <article id="div-comment-322836" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCuhEl09ZbZDj1M6sA3uP88Q' rel='external nofollow ugc' class='url'>@rossanobr</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322836"><time datetime="2023-01-19T09:51:22-07:00">January 19, 2023 at 9:51 am</time></a> </div> </footer> <div class="comment-content"> <p>Thank you David. Your channel really opened my mind about AI's. I live in a poor place and I would never be able to pay for the content you teach here for free. Thanks</p> </div> </article> </li> <li id="comment-322835" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322835" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UC6n99LYt_cKTTeTc2PLF9sQ' rel='external nofollow ugc' class='url'>@bilcifer666</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322835"><time datetime="2023-01-19T11:46:56-07:00">January 19, 2023 at 11:46 am</time></a> </div> </footer> <div class="comment-content"> <p>is the underpaid kenyan workers thing real?</p> </div> </article> </li> <li id="comment-322834" class="comment even thread-even depth-1"> <article id="div-comment-322834" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCKEQ8O1SoAvJEuzEuFnAeaw' rel='external nofollow ugc' class='url'>@verbpraf9914</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322834"><time datetime="2023-01-19T14:02:11-07:00">January 19, 2023 at 2:02 pm</time></a> </div> </footer> <div class="comment-content"> <p>thanks alot for awesome content. could you do video for fine-tuning customer support chat</p> </div> </article> </li> <li id="comment-322833" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322833" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UC3RWXNBha8ZXUujDNuiV40w' rel='external nofollow ugc' class='url'>@dantaylor9601</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322833"><time datetime="2023-01-20T01:52:47-07:00">January 20, 2023 at 1:52 am</time></a> </div> </footer> <div class="comment-content"> <p>Yed format is also text based and..you have a great visualiser</p> </div> </article> </li> <li id="comment-322832" class="comment even thread-even depth-1"> <article id="div-comment-322832" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCHJEwnvOlUfPSCfVq4FeRDw' rel='external nofollow ugc' class='url'>@louielouie9502</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322832"><time datetime="2023-01-20T11:22:35-07:00">January 20, 2023 at 11:22 am</time></a> </div> </footer> <div class="comment-content"> <p>You only get about ten to 20 responses at a time though. It glitches and freezes before you get to finish anything</p> </div> </article> </li> <li id="comment-322831" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322831" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCyRDyVPN5R3BeVotTo4ZBVQ' rel='external nofollow ugc' class='url'>@TauvicRitter</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322831"><time datetime="2023-01-22T08:49:26-07:00">January 22, 2023 at 8:49 am</time></a> </div> </footer> <div class="comment-content"> <p>Probably lawyers adviced against including legal texts such as laws. They are smart people and thought deep about the consequences of having a model with knowledge of the law.</p> </div> </article> </li> <li id="comment-322830" class="comment even thread-even depth-1"> <article id="div-comment-322830" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCvYnn_-W318rByhvhKGTLlg' rel='external nofollow ugc' class='url'>@IR240474</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322830"><time datetime="2023-01-22T11:05:19-07:00">January 22, 2023 at 11:05 am</time></a> </div> </footer> <div class="comment-content"> <p>Thanks for the video tutorial. I have been on your github and installed a few! Thank you. So you have a link to the py.exe? I would like to be able to do tat myself! Cheers.</p> </div> </article> </li> <li id="comment-322829" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322829" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCWd39RvygB6JTXysh2RdLTw' rel='external nofollow ugc' class='url'>@davidswearingen7571</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322829"><time datetime="2023-01-22T12:24:25-07:00">January 22, 2023 at 12:24 pm</time></a> </div> </footer> <div class="comment-content"> <p>If you want to do knowledge graphs I believe generally the mainstream approach is to extract entities (people, places, things) from your documents, and then the graphing tool displays the relationships. There are open source "entity extraction" tools that vary in focus and in quality. (This has nothing to do with ChatGPT ) There are also graphing tools like Gephi.</p> </div> </article> </li> <li id="comment-322828" class="comment even thread-even depth-1"> <article id="div-comment-322828" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UC3o1t_zml6zHwkPQIk4AQyw' rel='external nofollow ugc' class='url'>@ahmadzaimhilmi</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322828"><time datetime="2023-01-22T20:05:37-07:00">January 22, 2023 at 8:05 pm</time></a> </div> </footer> <div class="comment-content"> <p>This method isn't scalable. You still have to work within the token limit.</p> </div> </article> </li> <li id="comment-322827" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322827" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCIjDTaHvMpjiB2FcQqTa82A' rel='external nofollow ugc' class='url'>@cinemaipswich4636</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322827"><time datetime="2023-01-23T02:11:43-07:00">January 23, 2023 at 2:11 am</time></a> </div> </footer> <div class="comment-content"> <p>I see that6 the other programs that blend images is now a question of copyright, for the pool of images are owned by others. Fed District Court Nth Cal</p> </div> </article> </li> <li id="comment-322826" class="comment even thread-even depth-1"> <article id="div-comment-322826" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCaoT6cERl_-GJKbqGkbAlmw' rel='external nofollow ugc' class='url'>@avi7278</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322826"><time datetime="2023-01-23T11:17:59-07:00">January 23, 2023 at 11:17 am</time></a> </div> </footer> <div class="comment-content"> <p>insta sub, I know a wise sage when I see one.</p> </div> </article> </li> <li id="comment-322825" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322825" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UC6nn5KW3N76IubhutMOCQIg' rel='external nofollow ugc' class='url'>@Bortlip</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322825"><time datetime="2023-01-24T14:34:17-07:00">January 24, 2023 at 2:34 pm</time></a> </div> </footer> <div class="comment-content"> <p>Lots of great ideas, information, and how-to knowledge here, so thank you! I can't help but point out though that the title is very misleading, no? There's no training going on and we can't query chat GPT directly about all the documents as is implied. Or am I just missing something?</p> </div> </article> </li> <li id="comment-322824" class="comment even thread-even depth-1"> <article id="div-comment-322824" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCEpHy6ACFPBM2-xHIljVsew' rel='external nofollow ugc' class='url'>@the_hanged_clown</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322824"><time datetime="2023-02-09T10:59:30-07:00">February 9, 2023 at 10:59 am</time></a> </div> </footer> <div class="comment-content"> <p>I too, have a lot going on. Yep! BIG things are in store for me friends. <i>BIG</i> things.</p> </div> </article> </li> <li id="comment-322823" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322823" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCJPlOWZIG3rUYhilsspRTmQ' rel='external nofollow ugc' class='url'>@michelparmentier3063</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322823"><time datetime="2023-02-15T15:14:32-07:00">February 15, 2023 at 3:14 pm</time></a> </div> </footer> <div class="comment-content"> <p>"frozen" : => "continue"</p> </div> </article> </li> <li id="comment-322822" class="comment even thread-even depth-1"> <article id="div-comment-322822" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCQc6WFgcq3RckbPjwkN9Oag' rel='external nofollow ugc' class='url'>@1242elena</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322822"><time datetime="2023-02-18T16:49:37-07:00">February 18, 2023 at 4:49 pm</time></a> </div> </footer> <div class="comment-content"> <p>Chat GPT-3 for MCL concept: </p> <p>Important question for any AI/IT/coding specialists:</p> <p>I noticed this legal review regarding chat GPT and they trained it on supreme court case law. </p> <p>I'm wondering if something similar could be retooled to be used with GPT-3 for the Michigan compilation of laws for Bill/policy research. </p> <p>This could make legislative stuff and research far easier and less of a time consuming process.</p> <p>(Would this be useful for Michigan law/current/past proposed laws and the parsing through all that info quickly for any research? In theory you could ask it specifically about any Michigan laws relating specifically to a specific topic, prior law, context, issue, parameter/quantity etc. So I could ask it about any laws relating to the legal amount of a specific type of chemical within a fertilizer in relation to current agricultural standards.)</p> <p>Would anyone be interested in such a project/AI upgrade to current bill research?</p> </div> </article> </li> <li id="comment-322821" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322821" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UC3rXNRQRQjBGEobmxZOwwVA' rel='external nofollow ugc' class='url'>@picassoofai4061</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322821"><time datetime="2023-02-18T22:33:12-07:00">February 18, 2023 at 10:33 pm</time></a> </div> </footer> <div class="comment-content"> <p>This video deserves it's weight in gold.</p> </div> </article> </li> <li id="comment-322820" class="comment even thread-even depth-1"> <article id="div-comment-322820" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCU1UtI34Z6NVLhODNNdAjHw' rel='external nofollow ugc' class='url'>@RobertHennigerOnline</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322820"><time datetime="2023-02-19T03:05:32-07:00">February 19, 2023 at 3:05 am</time></a> </div> </footer> <div class="comment-content"> <p><a href="https://youtu.be/E_sMa3N44u4?t=1491">https://youtu.be/E_sMa3N44u4?t=1491</a> you might be able to get the JSON-LD entities with IBM Watson which has an API for it.</p> </div> </article> </li> <li id="comment-322819" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322819" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCAdnV_jJy0iHXpvUEjqnqCQ' rel='external nofollow ugc' class='url'>@DekritGampamole</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322819"><time datetime="2023-02-21T16:13:42-07:00">February 21, 2023 at 4:13 pm</time></a> </div> </footer> <div class="comment-content"> <p>Sometimes chatgpt would say that it doesn't know about something, but when I asked something related to it, it would go on and explain it with details. Like when I asked it about Hermes Warp Protocol, it said it knows nothing about it, but then it explained about it when it answered my question about Velo cryptocurrency.</p> </div> </article> </li> <li id="comment-322818" class="comment even thread-even depth-1"> <article id="div-comment-322818" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCqyaA4J-HtUSBdE7Ej1IUew' rel='external nofollow ugc' class='url'>@tomiwa1a</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322818"><time datetime="2023-03-14T22:33:58-07:00">March 14, 2023 at 10:33 pm</time></a> </div> </footer> <div class="comment-content"> <p>"boxing matches sued Don King… oh this is fun!" David's reaction there is priceless (<a href="https://www.youtube.com/watch?v=E_sMa3N44u4&t=14m43s">14:43</a>)! Rewatched it like 3 times! Great video!</p> </div> </article> </li> <li id="comment-322817" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322817" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCNKcGgwAq1a2NkyX_9Q5d5g' rel='external nofollow ugc' class='url'>@boon4568</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322817"><time datetime="2023-03-25T10:27:52-07:00">March 25, 2023 at 10:27 am</time></a> </div> </footer> <div class="comment-content"> <p>Thank you for your generosity to share! Its exactly what I have been searching and searching for!</p> </div> </article> </li> <li id="comment-322816" class="comment even thread-even depth-1"> <article id="div-comment-322816" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCI3dCz9rReXXlrZHNWkfhZw' rel='external nofollow ugc' class='url'>@DarolTuttle</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322816"><time datetime="2023-03-26T11:50:38-07:00">March 26, 2023 at 11:50 am</time></a> </div> </footer> <div class="comment-content"> <p>Ohhh!!!! This explains why I asked for five court opinions in which the Wyoming court pierce the corporate veil and the defendant was a Wyoming LLC and it listed five cases in seconds with proper citations. However, when I verified the list, all of them were made up. I thought it could function as a basic search tool. Apparently, the origins of chatGPT that analogizes to brain nuerology means it likes to talk, create, … well, chat. I think my prompt was taken as a conversation starter. It tried to predict where the convo was going and court opinions were not facts, rather they were a way of expressing ideas. It is trained t avoid plagirism so it spoke in a predictive way using case law as language. I don't full get why it cant summarize a court opinion but it does not . I asked for an article on a specific IRS opinion letter and it could not get the fact pattern right. It was kicking out all kinds of weird facts</p> </div> </article> </li> <li id="comment-322815" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322815" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCoXLo776-6C6zS2EM9zxOoQ' rel='external nofollow ugc' class='url'>@steliosmathioulakis6851</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322815"><time datetime="2023-03-27T11:16:11-07:00">March 27, 2023 at 11:16 am</time></a> </div> </footer> <div class="comment-content"> <p>Thanks for the content, I saw all the 3 parts of the series but ultimately I did not get how you can make ChatGPT understand Case Law and pass it a corpus that GPT3.5 has not seen before. Did I miss something?</p> </div> </article> </li> <li id="comment-322814" class="comment even thread-even depth-1"> <article id="div-comment-322814" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCYCNHXfsKHDx8OdLlYoEtrg' rel='external nofollow ugc' class='url'>@DamianHelme</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322814"><time datetime="2023-04-23T03:38:37-07:00">April 23, 2023 at 3:38 am</time></a> </div> </footer> <div class="comment-content"> <p>thanks for introducing me to the idea of using GPT to generate knowledge graphs from text, looking forward to exploring that in other contexts, the possibilities feel dizzyingly endless!</p> </div> </article> </li> <li id="comment-322813" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322813" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCezn3wiyvrh1PMhDBdUoMgg' rel='external nofollow ugc' class='url'>@samariagraham4502</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322813"><time datetime="2023-04-26T09:15:54-07:00">April 26, 2023 at 9:15 am</time></a> </div> </footer> <div class="comment-content"> <p>Subscribed. Needing info to prep for lawsuit.</p> </div> </article> </li> <li id="comment-322812" class="comment even thread-even depth-1"> <article id="div-comment-322812" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCQS_oeQTF6g3ZgGCSsLUpoA' rel='external nofollow ugc' class='url'>@silverlock373</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322812"><time datetime="2023-05-03T12:11:35-07:00">May 3, 2023 at 12:11 pm</time></a> </div> </footer> <div class="comment-content"> <p>this is really interesting!!! Thanks David.. Hoping we can go through this till the end</p> </div> </article> </li> <li id="comment-322811" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322811" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCx1N2ofzTUmzPGQkSlrpETA' rel='external nofollow ugc' class='url'>@liyazhu4985</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322811"><time datetime="2023-05-19T10:59:33-07:00">May 19, 2023 at 10:59 am</time></a> </div> </footer> <div class="comment-content"> <p>langchain can do this also, as i know.. it contains splitters, and have something written in it, so gpt was told to have memory for those splitted PDFs. though for now i haven't clearly checked the file of langchain..</p> </div> </article> </li> <li id="comment-322810" class="comment even thread-even depth-1"> <article id="div-comment-322810" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCx1N2ofzTUmzPGQkSlrpETA' rel='external nofollow ugc' class='url'>@liyazhu4985</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322810"><time datetime="2023-05-19T11:01:28-07:00">May 19, 2023 at 11:01 am</time></a> </div> </footer> <div class="comment-content"> <p>for knowledge graph, there's a way to do it. a snippet in vs code called mark map can do it. I often ask gpt to respond in the form of markmap.and then i put the answer into markmap, here we go..</p> </div> </article> </li> <li id="comment-322809" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-322809" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href='https://www.youtube.com/channel/UCOYlEgwGaJqFO3QTt3Vfkfw' rel='external nofollow ugc' class='url'>@Hall</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/train-gpt-3-on-any-corpus-of-data-with-chatgpt-and-knowledge-graphs-scotus-opinions-part-1/#comment-322809"><time datetime="2023-07-21T14:37:30-07:00">July 21, 2023 at 2:37 pm</time></a> </div> </footer> <div class="comment-content"> <p>Great video! I’m an attorney. I am fascinated by what you are doing and how it can help people use AI to get legal questions answered. </p> <p>Here are some thoughts that could be helpful to your goals with this project. To cram more useful text into ChatGPT without running into word limits, you could remove unnecessary words. For Supreme Court cases, unnecessary words include concurring and dissenting opinions, which are written opinions from justices that are not binding on subsequent cases. Every Supreme Court case starts with a majority decision (which becomes the law of the land) followed by a concurring decision, if any, and then a dissenting opinion, if any.</p> <p>If you have legal questions, feel free to ask me. I would be happy to do what I can to contribute to your good work.</p> </div> </article> </li> </ol> <p class="no-comments">Comments are closed.</p> </div> </main> </div> <div class="col-md-3 px-lg-3 "> </div> </div> </div> </div> <footer id="colophon" class="site-footer"> <div class="container"> <div class="row"> <div class="col-md-12 text-center"> <div class="site-info"> <span> Powered By: <a href="https://wordpress.org/" target="_blank">WordPress</a> </span> <span class="sep"> | </span> <span> Theme: <a href="https://odiethemes.com/themes/magazinebook/" target="_blank">MagazineBook</a> By OdieThemes </span> </div> </div> </div> </div> </footer> </div> <script>(function(){var advanced_ads_ga_UID="UA-88163215-1",advanced_ads_ga_anonymIP=!!1;window.advanced_ads_check_adblocker=function(t){var n=[],e=null;function a(t){var n=window.requestAnimationFrame||window.mozRequestAnimationFrame||window.webkitRequestAnimationFrame||function(t){return setTimeout(t,16)};n.call(window,t)}return a((function(){var t=document.createElement("div");t.innerHTML=" ",t.setAttribute("class","ad_unit ad-unit text-ad text_ad pub_300x250"),t.setAttribute("style","width: 1px !important; height: 1px !important; position: absolute !important; left: 0px !important; top: 0px !important; overflow: hidden !important;"),document.body.appendChild(t),a((function(){var a,o,i=null===(a=(o=window).getComputedStyle)||void 0===a?void 0:a.call(o,t),d=null==i?void 0:i.getPropertyValue("-moz-binding");e=i&&"none"===i.getPropertyValue("display")||"string"==typeof d&&-1!==d.indexOf("about:");for(var c=0,r=n.length;c<r;c++)n[c](e);n=[]}))})),function(t){"undefined"==typeof advanced_ads_adblocker_test&&(e=!0),null!==e?t(e):n.push(t)}}(),function(){function t(t){this.UID=t,this.analyticsObject="function"==typeof gtag;var n=this;return this.count=function(){gtag("event","AdBlock",{event_category:"Advanced Ads",event_label:"Yes",non_interaction:!0,send_to:n.UID})},function(){if(!n.analyticsObject){var e=document.createElement("script");e.src="https://www.googletagmanager.com/gtag/js?id="+t,e.async=!0,document.body.appendChild(e),window.dataLayer=window.dataLayer||[],window.gtag=function(){dataLayer.push(arguments)},n.analyticsObject=!0,gtag("js",new Date)}var a={send_page_view:!1,transport_type:"beacon"};window.advanced_ads_ga_anonymIP&&(a.anonymize_ip=!0),gtag("config",t,a)}(),this}advanced_ads_check_adblocker((function(n){n&&new t(advanced_ads_ga_UID).count()}))}();})();</script><div style="clear:both;width:100%;text-align:center; font-size:11px; "><a target="_blank" title="WP2Social Auto Publish" href="https://xyzscripts.com/wordpress-plugins/facebook-auto-publish/compare" >WP2Social Auto Publish</a> Powered By : <a target="_blank" title="PHP Scripts & Programs" href="http://www.xyzscripts.com" >XYZScripts.com</a></div><script type='text/javascript' src='https://theengineeringofconsciousexperience.com/wp-content/plugins/bluehost-wordpress-plugin/vendor/newfold-labs/wp-module-ecommerce/includes/wpnavbar.js?ver=1.0' id='nfd_wpnavbar_setting-js'></script> <script type='text/javascript' src='https://theengineeringofconsciousexperience.com/wp-content/themes/magazinebook/js/navigation.js?ver=1.0.9' id='magazinebook-navigation-js'></script> <script type='text/javascript' src='https://theengineeringofconsciousexperience.com/wp-content/themes/magazinebook/js/skip-link-focus-fix.js?ver=1.0.9' id='magazinebook-skip-link-focus-fix-js'></script> <script type='text/javascript' src='https://theengineeringofconsciousexperience.com/wp-content/themes/magazinebook/js/jquery.easy-ticker.js?ver=3.1.0' id='magazinebook-news-ticker-js'></script> <script type='text/javascript' src='https://theengineeringofconsciousexperience.com/wp-content/themes/magazinebook/js/splide.min.js?ver=2.3.1' id='splide-js-js'></script> <script type='text/javascript' src='https://theengineeringofconsciousexperience.com/wp-content/themes/magazinebook/js/theme.js?ver=1.0.9' id='magazinebook-theme-js-js'></script> <script>!function(){window.advanced_ads_ready_queue=window.advanced_ads_ready_queue||[],advanced_ads_ready_queue.push=window.advanced_ads_ready;for(var d=0,a=advanced_ads_ready_queue.length;d<a;d++)advanced_ads_ready(advanced_ads_ready_queue[d])}();</script> </body> </html>