Chatbot with INFINITE MEMORY using OpenAI & Pinecone – GPT-3, Embeddings, ADA, Vector DB, Semantic

David Shapiro

Patreon: https://www.patreon.com/daveshap (Discord via Patreon)
Substack: https://daveshap.substack.com/ (Free Mailing List)
LinkedIn: https://www.linkedin.com/in/dave-shap-automator/
GitHub: https://github.com/daveshap

<iframe></p> <p><a href="https://www.youtube.com/watch?v=2xNzB7xq8nk">Source</a></p> <div class="be1e40beae42d993bafb8643f4ddde8b" data-index="3" style="float: none; margin:10px 0 10px 0; text-align:center;"> <script async src="https://pagead2.googlesyndication.com/pagead/js/adsbygoogle.js"></script> <ins class="adsbygoogle" style="display:block; text-align:center;" data-ad-layout="in-article" data-ad-format="fluid" data-ad-client="ca-pub-9244112244416304" data-ad-slot="4549240677"></ins> <script> (adsbygoogle = window.adsbygoogle || []).push({}); </script> </div> <div style="font-size: 0px; height: 0px; line-height: 0px; margin: 0; padding: 0; clear: both;"></div> </div> </article> <div class="clearfix"></div> <ul class="default-theme-post-navigation"> <li class="theme-nav-previous"><a href="https://theengineeringofconsciousexperience.com/how-consciousness-arises-from-the-brain-nick-lane-and-lex-fridman/" rel="prev"><span class="meta-nav">←</span> How consciousness arises from the brain | Nick Lane and Lex Fridman</a></li> <li class="theme-nav-next"><a href="https://theengineeringofconsciousexperience.com/3-steps-to-help-kids-process-traumatic-events/" rel="next">3 steps to help kids process traumatic events <span class="meta-nav">→</span></a></li> </ul> <div class="clearfix"></div> <h3 class='comment-reply-title'>Similar Posts</h3> <div class="mb-related-posts mb-simple-featured-posts mb-simple-featured-posts-wrap row"> <article class="mb-featured-article col-md-4 px-lg-3 post"> <a class="post-thumbnail" href="https://theengineeringofconsciousexperience.com/how-to-use-chat-gpt-by-open-ai-for-beginners/" aria-hidden="true" tabindex="-1"> <img width="501" height="300" src="https://theengineeringofconsciousexperience.com/wp-content/uploads/2023/10/1696828782_maxresdefault-501x300.jpg" class="attachment-magazinebook-featured-image-medium size-magazinebook-featured-image-medium wp-post-image" alt="" decoding="async" loading="lazy" /> </a> <span class="cat-links"><a href="https://theengineeringofconsciousexperience.com/category/gpt-3/" rel="category tag">GPT 3</a></span> <header class="entry-header"> <h3 class="entry-title"><a href="https://theengineeringofconsciousexperience.com/how-to-use-chat-gpt-by-open-ai-for-beginners/" rel="bookmark">How To Use Chat GPT by Open AI For Beginners</a></h3> <div class="entry-meta"> <span class="posted-on"><i class="far fa-calendar-alt"></i><a href="https://theengineeringofconsciousexperience.com/how-to-use-chat-gpt-by-open-ai-for-beginners/" rel="bookmark"><time class="entry-date published updated" datetime="2022-12-08T14:56:41-07:00">December 8, 2022</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/the_ai_advantage/">The AI Advantage</a></span></span> </div> </header> </article> <article class="mb-featured-article col-md-4 px-lg-3 post"> <a class="post-thumbnail" href="https://theengineeringofconsciousexperience.com/i-got-it-to-talk-gpt3-npc-ai/" aria-hidden="true" tabindex="-1"> <img width="501" height="282" src="https://theengineeringofconsciousexperience.com/wp-content/uploads/2021/07/1625427568_maxresdefault.jpg" class="attachment-magazinebook-featured-image-medium size-magazinebook-featured-image-medium wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://theengineeringofconsciousexperience.com/wp-content/uploads/2021/07/1625427568_maxresdefault.jpg 1280w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2021/07/1625427568_maxresdefault-300x169.jpg 300w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2021/07/1625427568_maxresdefault-1024x576.jpg 1024w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2021/07/1625427568_maxresdefault-768x432.jpg 768w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2021/07/1625427568_maxresdefault-520x293.jpg 520w" sizes="auto, (max-width: 501px) 100vw, 501px" /> </a> <span class="cat-links"><a href="https://theengineeringofconsciousexperience.com/category/gpt-3/" rel="category tag">GPT 3</a></span> <header class="entry-header"> <h3 class="entry-title"><a href="https://theengineeringofconsciousexperience.com/i-got-it-to-talk-gpt3-npc-ai/" rel="bookmark">I GOT IT TO TALK!! – GPT3 NPC AI</a></h3> <div class="entry-meta"> <span class="posted-on"><i class="far fa-calendar-alt"></i><a href="https://theengineeringofconsciousexperience.com/i-got-it-to-talk-gpt3-npc-ai/" rel="bookmark"><time class="entry-date published updated" datetime="2021-07-03T00:47:44-07:00">July 3, 2021</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/harris_rothaermel/">Harris Rothaermel</a></span></span> </div> </header> </article> <article class="mb-featured-article col-md-4 px-lg-3 post"> <a class="post-thumbnail" href="https://theengineeringofconsciousexperience.com/gpt-3-1/" aria-hidden="true" tabindex="-1"> <img width="400" height="300" src="https://theengineeringofconsciousexperience.com/wp-content/uploads/2020/09/1600547560_hqdefault.jpg" class="attachment-magazinebook-featured-image-medium size-magazinebook-featured-image-medium wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://theengineeringofconsciousexperience.com/wp-content/uploads/2020/09/1600547560_hqdefault.jpg 480w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2020/09/1600547560_hqdefault-300x225.jpg 300w" sizes="auto, (max-width: 400px) 100vw, 400px" /> </a> <span class="cat-links"><a href="https://theengineeringofconsciousexperience.com/category/gpt-3/" rel="category tag">GPT 3</a></span> <header class="entry-header"> <h3 class="entry-title"><a href="https://theengineeringofconsciousexperience.com/gpt-3-1/" rel="bookmark">GPT 3 #1</a></h3> <div class="entry-meta"> <span class="posted-on"><i class="far fa-calendar-alt"></i><a href="https://theengineeringofconsciousexperience.com/gpt-3-1/" rel="bookmark"><time class="entry-date published updated" datetime="2020-08-30T08:35:09-07:00">August 30, 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/42fb113728faa97c1027c8230675e027/">구형일</a></span></span> </div> </header> </article> </div> <div id="comments" class="comments-area"> <h5 class="comments-title"> 23 thoughts on “<span>Chatbot with INFINITE MEMORY using OpenAI & Pinecone – GPT-3, Embeddings, ADA, Vector DB, Semantic</span>” </h5> <ol class="comment-list"> <li id="comment-321634" class="comment even thread-even depth-1"> <article id="div-comment-321634" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCHSpWUmOZLxu6xfiZ2z42dQ" class="url" rel="ugc external nofollow">Rostislav Alexandrovich</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321634"><time datetime="2023-05-03T07:07:39-07:00">May 3, 2023 at 7:07 am</time></a> </div> </footer> <div class="comment-content"> <p>Looking for a more simple implementation or similar?</p> </div> </article> </li> <li id="comment-321633" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-321633" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCP3nrYvOUQ7yzWXffQiCDfg" class="url" rel="ugc external nofollow">Brett Garnier</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321633"><time datetime="2023-05-04T05:29:16-07:00">May 4, 2023 at 5:29 am</time></a> </div> </footer> <div class="comment-content"> <p>I went into this looking for the solution to a different problem but your video was excellent to watch. I'm looking for a solution to the token limitation problem. I have large json documents of metadata that I want to use with the OpenAi api to set seed parameters for content generation. The json documents themselves can be upwards of 10k characters. The project is functionally like a reimagining of the Semantic Kernel book authoring demo where a user can set parameters to define characters, settings, locations, story structures, pacing, tone etc. Other than waiting for apis to have larger token limits or shrinking my json document, are there any ways you can think of to reference large json documents as part of semantic functions?</p> <p>I'd love to say "here is your seed data (blob of json) Perform X task with these input parameters folded into your content". Then later be able to continue referencing and updating the json as I get into a create/review/update feedback loop. </p> <p>I might just have to selectively use fields in my json for now until access to a LLM with a token limit in the tens of thousands is available, and has more than 25 api calls per 3 hours 🙂</p> </div> </article> </li> <li id="comment-321632" class="comment even thread-even depth-1"> <article id="div-comment-321632" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCzxd9Dgqd4EpSnNzoU7g5xw" class="url" rel="ugc external nofollow">Ai Intersection</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321632"><time datetime="2023-05-04T09:34:58-07:00">May 4, 2023 at 9:34 am</time></a> </div> </footer> <div class="comment-content"> <p>First of all. Thanks for this amazing content. I'm of limited financial means, but I'm going to find a way to support your work however i can.</p> <p> Im in the process of impending a similar philosophy. But my AGI(ACI) keeps randomly crashing from attempting to process or assimulate things with too many tokens at once. I then have to restart it, but after reinitialization it has no memory of anything it did before the crash. This gets very frustrating. Is pinecone integration going to be helpful with this?</p> </div> </article> </li> <li id="comment-321631" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-321631" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCMVPli-6MZi8nvOCIbYoIFg" class="url" rel="ugc external nofollow">Shashank Bala</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321631"><time datetime="2023-05-04T12:50:13-07:00">May 4, 2023 at 12:50 pm</time></a> </div> </footer> <div class="comment-content"> <p>Thank you for this tutorial, but I'm running into some issues, when I try to change the convo length it doesnt seem to reflect the change, and the bot still remembers all the messages in the current session. But when I ask it things, and then quit and then ask to see if it remembers it doesn't remember what I've asked. Is there a way to fix this? I just used your code from the github.</p> </div> </article> </li> <li id="comment-321630" class="comment even thread-even depth-1"> <article id="div-comment-321630" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCRfVTKPKyK0u_rqS5SCwUiA" class="url" rel="ugc external nofollow">sudabdja,dj gasdajdk</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321630"><time datetime="2023-05-06T20:50:04-07:00">May 6, 2023 at 8:50 pm</time></a> </div> </footer> <div class="comment-content"> <p>I was following along until I realized that the Open Ai API isn't free 😆</p> </div> </article> </li> <li id="comment-321629" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-321629" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCp3I96AZEna44nLVPpo-W1w" class="url" rel="ugc external nofollow">Nicht Verstehen</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321629"><time datetime="2023-05-20T17:17:21-07:00">May 20, 2023 at 5:17 pm</time></a> </div> </footer> <div class="comment-content"> <p>ai is definitely going to replace those idiots pretending to be a developers pretty soon.</p> </div> </article> </li> <li id="comment-321628" class="comment even thread-even depth-1"> <article id="div-comment-321628" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCsvQfaq3poyPskzJ97Bk8SQ" class="url" rel="ugc external nofollow">Natty Zaddy</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321628"><time datetime="2023-05-22T19:45:23-07:00">May 22, 2023 at 7:45 pm</time></a> </div> </footer> <div class="comment-content"> <p><a href="https://www.youtube.com/watch?v=2xNzB7xq8nk&t=1m45s">1:45</a> I guess with postgreSQL there is a extension called pgvector, so you wouldn't have to be limited to SQL search instead of semantic search. I just got finished watching this video – <a href="https://www.youtube.com/watch?v=Yhtjd7yGGGA">https://www.youtube.com/watch?v=Yhtjd7yGGGA</a> – at around the 16 minute mark thats what he used, so what would be the benefit of pinecone vs that?</p> </div> </article> </li> <li id="comment-321627" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-321627" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCDeF66q1n-rTDelwGpokyug" class="url" rel="ugc external nofollow">Nicholas Newell</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321627"><time datetime="2023-05-25T18:30:23-07:00">May 25, 2023 at 6:30 pm</time></a> </div> </footer> <div class="comment-content"> <p>Great video, but I had to turn it off once I saw that one of your spokes was bent. 😜</p> </div> </article> </li> <li id="comment-321626" class="comment even thread-even depth-1"> <article id="div-comment-321626" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCbyeZaeYDDFjDT8mN5Tev9w" class="url" rel="ugc external nofollow">Mr Ai | للذكاء الاصطناعي</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321626"><time datetime="2023-05-26T07:54:46-07:00">May 26, 2023 at 7:54 am</time></a> </div> </footer> <div class="comment-content"> <p>Can you upload it to vercel ? please teach us</p> </div> </article> </li> <li id="comment-321625" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-321625" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC2ROmABExOKjHlv9pHH1ubQ" class="url" rel="ugc external nofollow">Hadí Královna</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321625"><time datetime="2023-05-29T11:42:21-07:00">May 29, 2023 at 11:42 am</time></a> </div> </footer> <div class="comment-content"> <p>you are good</p> </div> </article> </li> <li id="comment-321624" class="comment even thread-even depth-1"> <article id="div-comment-321624" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCFOgoVK2bOv2lV3SXlR4d9w" class="url" rel="ugc external nofollow">kingarthur0407</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321624"><time datetime="2023-06-01T11:30:29-07:00">June 1, 2023 at 11:30 am</time></a> </div> </footer> <div class="comment-content"> <p>Extremely interesting architecture. Gonna pitch something to a big database company. Would it be possible to chat with you about vector DBs and semantics, etc.? I don't believe in free work, so I can think of something for your time once we secure funding.</p> </div> </article> </li> <li id="comment-321623" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-321623" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC_cfbHNRSRuVkA4deD7xfcQ" class="url" rel="ugc external nofollow">Ray Horn</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321623"><time datetime="2023-06-05T04:25:11-07:00">June 5, 2023 at 4:25 am</time></a> </div> </footer> <div class="comment-content"> <p>I would have used GPT-4 to help write the code. Also, I was doing this while watching your video.</p> </div> </article> </li> <li id="comment-321622" class="comment even thread-even depth-1"> <article id="div-comment-321622" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCNhF90q9czxg0oeb_tCGV0w" class="url" rel="ugc external nofollow">Slava Eremenko</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321622"><time datetime="2023-06-05T21:10:58-07:00">June 5, 2023 at 9:10 pm</time></a> </div> </footer> <div class="comment-content"> <p>bro you use Notepad+ with light theme? Come one, just gouge my eyes already haha</p> </div> </article> </li> <li id="comment-321621" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-321621" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCChMnK9tKCnwuez7fccd4Kg" class="url" rel="ugc external nofollow">Andres De Abreu</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321621"><time datetime="2023-06-28T12:55:31-07:00">June 28, 2023 at 12:55 pm</time></a> </div> </footer> <div class="comment-content"> <p>The real question is.. when should we use vectors vs keyword vs other method to retrieve Information? I'm new to the channel, thanks for the work you put into the videos</p> </div> </article> </li> <li id="comment-321620" class="comment even thread-even depth-1"> <article id="div-comment-321620" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCZxgPIesUvpOt4NeJL2KZiA" class="url" rel="ugc external nofollow">Martin Rojas</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321620"><time datetime="2023-07-05T12:06:51-07:00">July 5, 2023 at 12:06 pm</time></a> </div> </footer> <div class="comment-content"> <p>So I am primarily a web engineer and may main stack is web/node and dipping into AI. My main question is that the local dev seems to be in python and that makes sense, but for production is that also the best vs using node?</p> </div> </article> </li> <li id="comment-321619" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-321619" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCAg6FLECg0ysQyqWYd-huHw" class="url" rel="ugc external nofollow">aries</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321619"><time datetime="2023-07-31T03:51:10-07:00">July 31, 2023 at 3:51 am</time></a> </div> </footer> <div class="comment-content"> <p>Amazing, there is another project DB-GPT, database ai product (<a href="https://www.youtube.com/watch?v=f5_g0OObZBQ)"></a><a href="https://www.youtube.com/watch?v=f5_g0OObZBQ" rel="nofollow ugc">https://www.youtube.com/watch?v=f5_g0OObZBQ</a>)</p> </div> </article> </li> <li id="comment-321618" class="comment even thread-even depth-1"> <article id="div-comment-321618" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC8HBGnF4OX3NuB4cAj6voZw" class="url" rel="ugc external nofollow">zohaib ramzan</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321618"><time datetime="2023-08-16T05:26:54-07:00">August 16, 2023 at 5:26 am</time></a> </div> </footer> <div class="comment-content"> <p>prepare somehow first before the video.</p> </div> </article> </li> <li id="comment-321617" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-321617" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCwHalz4Zu70HoUYLkH-T7NA" class="url" rel="ugc external nofollow">joseph parker</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321617"><time datetime="2023-08-16T06:35:31-07:00">August 16, 2023 at 6:35 am</time></a> </div> </footer> <div class="comment-content"> <p>You are a bit too technical for me, but maybe you could direct me to what I’m looking for. I just want something like chatgpt that can access or keep notes, so that it remembers our conversation OR i can write notes out that it accesses as truth. </p> <p>Mainly for fantasy writing purposes. </p> <p>Chatgpt loses its focus after about 30 questions it won’t remember things i asked it to remember at the start of the conversation.</p> </div> </article> </li> <li id="comment-321616" class="comment even thread-even depth-1"> <article id="div-comment-321616" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC4ELcH0T8JZq9xRNo6O3S7A" class="url" rel="ugc external nofollow">Gleb</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321616"><time datetime="2023-08-30T04:08:23-07:00">August 30, 2023 at 4:08 am</time></a> </div> </footer> <div class="comment-content"> <p>Beautiful video, pure amazing content! (My first watching you.)</p> </div> </article> </li> <li id="comment-321615" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-321615" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCxrnoqyRmd3ZB_76IH41uRg" class="url" rel="ugc external nofollow">Frode Torsten (Raven)</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321615"><time datetime="2023-09-16T13:13:09-07:00">September 16, 2023 at 1:13 pm</time></a> </div> </footer> <div class="comment-content"> <p>Love finding a Pioneer early.</p> </div> </article> </li> <li id="comment-321614" class="comment even thread-even depth-1"> <article id="div-comment-321614" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCCWdTI6uPNhNu25xSiyhUwA" class="url" rel="ugc external nofollow">Manikanta Surapathi</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321614"><time datetime="2023-09-24T16:54:52-07:00">September 24, 2023 at 4:54 pm</time></a> </div> </footer> <div class="comment-content"> <p>Hey David, the code works perfectly. I'm planning to build a chatbot with RAG. In addition to the past conversations, I intend to add more documents related to the domain knowledge of my chatbot's use case, based on which the answers should be generated. Could you please help me with how to do that?</p> </div> </article> </li> <li id="comment-321613" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-321613" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCgsbmXL98oo0DCLTSYA9inA" class="url" rel="ugc external nofollow">Magus Art Studios</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321613"><time datetime="2023-10-02T17:31:27-07:00">October 2, 2023 at 5:31 pm</time></a> </div> </footer> <div class="comment-content"> <p>This is so easy I did it in ROBLOX. Use a a custom lua context matrix network for optimization and context awareness in a local client. Then it uses a interference model for zero-shot reasoning the prompt to a variety of 10 AI APis and wikipedia. Fun stuff! But its a novel idea, that has been done a lot lately.</p> </div> </article> </li> <li id="comment-321612" class="comment even thread-even depth-1"> <article id="div-comment-321612" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCJAMOrqOm6drbwHHj6uVNvQ" class="url" rel="ugc external nofollow">Father Mihai - Improvement for the Well-Endowed</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/chatbot-with-infinite-memory-using-openai-pinecone-gpt-3-embeddings-ada-vector-db-semantic/#comment-321612"><time datetime="2023-11-21T13:40:53-07:00">November 21, 2023 at 1:40 pm</time></a> </div> </footer> <div class="comment-content"> <p>Dave, you're very entertaining and a pleasure to listen to. Thanks for the very informative content!</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 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/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>