How to Brainstorm better than ChatGPT with Knowledge Graphs and GPT 4 | InfraNodus Tutorial
ฝัง
- เผยแพร่เมื่อ 12 มิ.ย. 2024
- In this video, I demonstrate how you can develop your ideas using infranodus.com knowledge graphs and built-in GPT-4 AI. I'm using an example of "heart rate variability" as I'm currently working on an app and a wearable device that provides advanced insight into this health metric.
The core of the approach is to use the AI for inspiration, instead of having it write content for you. The "Idea generation" app in #infranodus will suggest you begin by writing an idea you want to develop. It will then suggest some more ideas for you to get going. You can add some of the to the knowledge graph and once there are a few, InfraNodus will address the structural gap in your thinking and propose a new research question that can link the topics you did not link yet together in a new way.
Try it out at infranodus.com
Our support portal: support.noduslabs.com
Timecodes:
0:00 Introduction
0:28 "Generate a new idea" app
1:20 How to process AI content
2:12 Using the knowledge graph to generate AI ideas
3:50 Make your own AI query
4:28 Elaborating an AI-generated idea
6:02 A big difference from using ChatGPT
7:23 "Human in the loop" AI
9:24 How to check if you're missing anything from your ideation process
10:30 Using the graph as a map to navigate your thinking process
15:42 Reveal non-obvious: slice off the knowns to get to the unknowns
18:11 Finding structural gaps in your thinking
...
If you're interested in the topic itself and want to learn more about HRV and its relation to sympathetic and parasympathetic nervous systems, please, read this article on our website (which is inspired by this tutorial:
noduslabs.com/research/how-to... - วิทยาศาสตร์และเทคโนโลยี
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Timecodes:
0:00 Introduction
0:28 "Generate a new idea" app
1:20 How to process AI content
2:12 Using the knowledge graph to generate AI ideas
3:50 Make your own AI query
4:28 Elaborating an AI-generated idea
6:02 A big difference from using ChatGPT
7:23 "Human in the loop" AI
9:24 How to check if you're missing anything from your ideation process
10:30 Using the graph as a map to navigate your thinking process
15:42 Reveal non-obvious: slice off the knowns to get to the unknowns
18:11 Finding structural gaps in your thinking
Looking forward to this video
That looks awesome, would love to use it! I wonder though what's privacy and data security like with this? Sorry, I'm completely uninformed.
Awesome app, I just wish I had the idea to use it for, it will come, now I've seen this! My first thought was this would be great for Biochemitry and specifically protein or genetics research, linking molecular structure to function: if we know a certain conformation has a specific action, then we can predict a novel molecular structure will have a similar function.
This is how you do marketing correctly. I never felt like I was watching an ad. You can only pull this off when you have a good product to start with
this app reminds me of collocation dictionary from Oxford. You should develop this app for learning languages. It can structure similar words, adjectives and antonyms. By clicking button you can create sentences with this words. Which is Amazing for language learners.
Amazing! Nothing compares to getting a visual representation of a complex problem/solution! Love how you can expand your thinking in each node and go deep or wide into a topic. It almost feels like a 3D representation of our thought process, or that’s what it is…
Thank you! Yes, I also love graphs. In fact, the reason why I started this project was first to just visualise the abstract structure of thought, so the first version didn't even have the node names. It was really interesting to see how different types of texts (e.g. poetry vs science) have a completely different structure (dispersed for poetry and highly connected for science). It's like poetry leaves the space for our mind to fill in (with emotion?) while something that is coherent and meaningful is about connections and structured relationships. Then it evolved into InfraNodus and I still kept some of those structure analysis indices inside the tool (if you switch to the Advanced Mode).
@@noduslabs that's awesome! Yes, it's amazing how the mind creates these buckets for us (or others) to fill. NLP is really good at teaching how to entice the creation (when used in a positive way) of buckets and to empower the person to fill them by themselves. It would be pretty cool to convert them into decision trees and assign probabilities of outcomes and other statistical/predictive tools. Imagine the day when you can connect some type of EEG in your brain, create a map, and determine areas of improvement, enhancement, and/or healing. Pretty cool! Would love to connect and chat.
@@noduslabs is it easy and possible to take a text and analyze it such that it is translated into concept maps that can then be further analyzed?
@@talibalhidayasure, that's exactly what the tool does!
TH-cam recommendations obviously taking me for someone smart.
So true 😅
Incredible! I am deeply grateful how Ai and people like you are creating tools that help us explore our creativity in ways were impossible before. Thank you!
This is the most beautiful and relevant thing I've seen on TH-cam. This is actually perfect for what I want to do. I am a Sales professional of 15 years and I am in the processes of developing what I call a silver bullet. There are a lot of variables that I need to consider which to my peers appear unrelated but I can feel that there is a correlation between them. Just can figure it out on my own. Usually what happens is that I get lost or buried or just plain bored after like 2 hours of work at a time, and when I go back, I have to start from scratch. This tool you made is going to be a big help. Thank you so much.
Hey, just curious, how does it help you for sales?
I'll wait for @a.bukhari to answer, but I guess it helps him see the patterns emerging in the relations between the different variables he has to consider?
yessssssssssss
Please answer the question: how would it help sales?
@@CiscoZero in many ways!
This is fantastic - possibly my soon-to-be favorite tool! I’ve garnered so much insight through various networked information graphs. I’m so excited that you’ve made this tool and I look forward to diving in!
Thank you!
I recommend you allow a trial use of this. Most, including me, will not pay for something they have not tested. I don't want to subscribe for a month just to find out I don't like it, which means I won't subscribe for a month to find out I love it either.
It comes with a 14 Day free trial 😉
But one have to give your payment details..
@@sdas683no it doesn't. Having to give your credit card and agreeing to a contract to auto charge you if you forget to cancel in two weeks, is not a free trial. It's a predatory sales tactic.
If you don't know if you can afford chat gpt a month you have other things to worry about...
@JohannFritz78 wow crazy cause that's standard practice so you don't keep making new accounts. Grow up and cancel before your trial ends.
Congratulations for such an amazing tool! It is incredibly interesting how you thought on the gaps between ideas and the fact of elaborating on a concept with and without considering the entire context. Fascinating, I will try it out!
YOU ARE A GENIUS!!!
This is incredible mind mapping tool!
I love seeing some of the first limbs of the AI tree grown. I can’t imagine what turns it’ll take next, but this one’s amazing. Thank you so much great explanation and I look forward to more examples even all the way to B2B stuff.
Thank you! Yes, in fact for organizations it can be also very useful especially in marketing, patent study, research, and knowledge base development. I have more videos on this channel about these topics.
Amazing! Definitely unlocking the potential of LLMs right here. Best service on the market. Will be using this for my thesis workflow and idea mapping.
I'm really happy to see this amazing project and the philosophy behind it - I truly love it.
this is just a superhuman way of working , i always wanted obsidian to be able to do this one day. i like to look for relationships , this is great tbh
I am actually using Obsidian to try to replicate this sort of setup. That from my web of knowledge, I may inspire myself of new ideas from two or more seemingly unrelated ideas.
I really like what I see here from this app! :D
Great, happy you find it interesting. There's so much more to using the graphs to explore what's missing. Not only the gaps, but also exploring the periphery, linking it to other graphs, etc. Working on all of those implementations now and will soon post more videos on the topic!
@@jasmeetbrar8609God bless you in that endeavour.
Love it. Thank you, this is a game changer. I can't believe I only discovered your channel now. Thank you again for the excellent presentation and for all your work.
Thank you for your kind words!
It’s been months since being impressed with LLM integrations. This is refreshing.
Great to see the progress on this! Well done.
Mind blowing, have to dig deeper into this tool and approach
My mind is blown by this ! Thank you !
This is awesome just signed up and found great youtube content again for the first time! this fixes alot of issues!
absolutely amazing, props for giving us such a powerful tool for interactive mind maps!!🧠🔥
This is an exemplary demonstration of InfraNodus's capabilities, leveraging GPT-4 for dynamic knowledge graph construction. I wonder whether the node metadata and GPT-4-generated content could be used for model fine-tuning. Specifically, by extension of your tool, could you backpropagate this structured data into the GPT-4 architecture to optimize its performance for specialized research domains like your HRV study? The objective being to enhance the model's ability to generate interconnected and domain-specific responses, thereby accelerating the discovery of novel correlations and insights within the knowledge graph. Possibly a little "out there" and potentially more expensive to get going, but thought I'd ask :)
This is a very good point and I definitely thought of it, so it could be very interesting to find somebody who also knows about those models and to collaborate on this topic, for sure!
@@noduslabsMost people's attempts to fine-tune models based on body's of text has been an abysmal failure (including mine). I think that this would be far more likely to succeed using your data to the train another model where the parameters/weights/etc are actually available to work with (like LLaMa). Either way, if there was access to the raw graph data, I would become a customer instantly- as there are plenty of other ML uses for these (and this could basically be used as a way to export topical semantic relationships that GPT-4 is able to generate).
@@sophiophileI've also thought about this!
@@sophiophile yes, you can access the raw graph data, but how would you import it into the model? what format would you need? feel free to respond here but we can also move it to the email if you send me a note via support.noduslabs.com
what a fantastic demonstration!
This will revolutionise brainstorming in different industries
In my 2nd year of Software Engineering at the moment and this is really inspiring to see. Thank you for this!
This is quite incredible, and I love the concept.
This is facinating. Looking forward to trying it.
WOW, Just wow. this gonna be HUGE!
I mean just the visualizer is a work of art!! the rest is just pure magic!! Thanks
This is brilliant. I'm going into it RIGHT now! wow....
This is exactly how my brain feels inside and trying this will help me build out my thoughts, I appreciate you!
Same here!
Thank you for showing this to us.
Wow the future is here! This is awesome I'm making this part of my process immediately! :) Thank you!
Very valuable stuff, thanks a lot!
Wow, love it! Thanks for the Knowledge Graph tool.
Great job fellow scientist! 🎉 Enjoyed the video!
Wow, I have been looking for ChatGPT visual support guides for information like this! I am so excited to learn more how I will incorporate this program in my learning and professional Career goals!
Thank you so much for your technical contributions and sharing your thoughts and ideas!
This think of thinking seems so revolutionary to a Millennial like myself.
THIS IS EXACTLY WHAT I WANTED TO SEE. I'm such a noob and cant code for the life of me, but i always get ideas and solutions to things, then find it materialise in reality somewhere across the world.
but i want this method to be implemented into everything, from training to memory recall.
@@abdullahsulaymaan9085I guess that would work! like you mean using it with your notes, for instance, right?
@@noduslabs yeah, totally. it could also work with audio too right? and images. u can group them into location taken, content shown/recorded etc etc.
@@abdullahsulaymaan9085 Look into Obsidian as a note taking tool! very similar in scope
wow this just blew my mind! AMAZING WORK !
Thank you!
Impressive Tutorial. Loved it
Wow, this is awesome! Great stuff - keep it up :)
Chat GPT with NODE edit.. love it ❤
🎯 Key Takeaways for quick navigation:
00:00 🧠 The video demonstrates how to combine data visualization and GPT-4 AI to develop ideas iteratively.
00:26 💡 InfraNodus is introduced as the tool for this demonstration, allowing you to input your topic of interest.
01:19 📚 You can gather information from the AI, save interesting points, and start building your own thoughts around the topic.
04:26 👩🔬 GPT-4 AI can provide scientific explanations, and users can request elaboration to deepen their understanding.
06:12 🗂️ The knowledge graph allows you to visualize and organize your ideas, making it easier to identify connections.
09:11 🕵️ Analyzing high-level ideas in the graph can help you identify the core themes of your discourse.
14:54 🌐 You can explore seemingly unrelated topics by finding gaps in the graph and generating questions to connect them.
16:16 🧩 Highlighting gaps in the graph can prompt the AI to generate ideas that bridge these gaps.
18:32 🤔 Crafting well-phrased questions can lead to more interesting outcomes when connecting unrelated topics.
20:16 🔄 Using the current context to generate questions can help maintain coherence in your discourse.
thank you for the transcription. you guys do a service that is literally invaluable. Not even Chat GPT is at that level of understanding and summarizing.
Exactly what i need! WOW. Im sooo blown away!
Thanks!
Thank You. You just made my life far easier.
Very interesting! Subscribed!
This is amazing. Thanks for this video.
i think this program is great especially when learning onto new topic or trying to find new concepts or connections between known knowledge.
Maybe this tool can become the base of education tool for students and researchers in the future.
Inventing this tool and bringing it into reality is wonderful, nice job bro, it was fantastic !!
congratulations! awesome idea!
Great idea! This is perfect for visual thinkers and for going deeper in a topic.
Thank you!
Astonishing content Man 💯💯 Thanks to share your knowledge with us 🥳 Thumbs Up from Brazil !!! 👍👍👍 (plus +1 subs)
Great work!!
Awesome video and an awesome app!!! Keep it going
This is so cool! You have no idea how many plugins and prompt engineering hours I spent on ChatGPT to produce a resultant knowledge graph like this!
Thanks! Well, I can totally imagine. That's why I preferred to just program the whole thing with the good old code. If language is the new programming language thanks to the AI models, then I prefer the good old Javascript for tasks like this :) Would be curious to see your experiments though. Did you make any customGPT with it?
i've been looking into this concept theoretically. and voila you've developed an app in a similar vector space. BTW, I'm just 36 seconds in. I don't know if this is what I'm thinking it is. But I'm excited to watch more.
Thank you. I am interested in several matters. Let's start with the fact that I am a beginner in AI programming and I see its potential. I am in the phase of learning about AI's capabilities and limitations. My questions are:
1. Can I use Infranodus to train AI for different purposes - an RPG dialogue system?
2. How can I make my AI trained with Infranodus public - a website where a user could log in and use the trained AI? Or integrate it with MSG and Facebook?
3. What do I need to know?
4. How much does using Infranodus cost?
This is Crazy innovative
I have been planning to create something super identical to it for modelling my own knowledge related to AI as an application of Knowledge Graphs and LLM
Seeing this just made me so much inspired!!!
You don't realize it it but you've helped me get that much closer to solving the hard problem of simulated consciousness, and self-awareness in my model.
Great! Would be curious to hear more!
Absolutely, my work is based hard coded survival base, python, C, multi-agent, on a few theories of mind and following the footsteps and expansion of Dr. Stephen Thaler, from Imagination Engines Inc., with local models and the use of large models intertwined with deep learning focused on panpsychism consciousness (in a super nutshell), will post once I have it up and running. @@noduslabs
do tell
I signed up for this tool like 7 years ago and loved it but it never stuck. Awesome to see this latest evolution and excited to dive in!
Great! You must be one of the oldest subscribers then!
Mind blowing actually
This is amazing!!!
Very cool product. I'm working on something very similar but it is being developed as an assistive technology Agent for students with learning-related disabilities. The user interface is crucial and should be nonlinear and multimodal to be effective because humans are multisensory and our brains and languages are non-linear. However, it's important to design in a way that avoids sensory overload.
Exactly, in my experience, it's kind of a tight rope between usability and flexibility. I like to keep it close to non-linear network view, but lots of users find it too complex especially at the first sight. But that's getting better as network analogy is getting more and more ubiquitous. What's your experience with your students?
@@noduslabs I will soon find out. I am still at an early stage of development but will be releasing the MVP before the end of October to a small cohort of college students. For me, the initial focus is on building student confidence by enabling them to discover as many aha moments as possible early in the learning journey.
@@Aryankingz Great! Will be happy if you'd like to share your prototype for some feedback.
can you share your github link?
Iv been looking for something like this.
beautiful visualization
Excellent tool 🔥
You are a Genius. God, thank you for your work. Merging AI intelligence with human thinking will greatly impact society. Especially visual learning has a great bandwidth.
Thank you Very much
Thanks for sharing
There is one suggestion from my side.
You can get more number of clicks on your video by changing Thumbnail .
Use ChatGPT icon + blury question mark icon = Picture of Knowledge Graph
Keep the background of thumbnail black.
Thank you for the idea! So much space for improvement but I'm too busy coding the tool and researching, so didn't yet nail the blogging game fully...
@@noduslabsYe do that first finish the product (1year) then start marketing it.
You made me subscribe in 1 minute 😂
I immediately noticed that this channel is great
Are you still subscribed after 2 months? :)
thank you for sharing !
My pleasure! :)
Very creative idea, nice!
Omg this combines chat gpt and obsidian it’s PERFECT for investigation purposes tysm
This is awesome.
This is an amazing tool. Thanks for sharing
Thank you!
Thanks for this video
How is this 5 months old??? This is what I’ve been looking for. Wow.
You really presented this well and convincing. I did look at the pricing and once again another site that requires subscriptions and it is quite expensive. So you have to really justify consistent usage of this tool.
Well, yes, we have to charge for it because we're not venture backed so we can't offer free subscriptions as we have to pay the costs of developing and supporting this tool and all the infrastructure. So this is just realistic. If you prefer to pay a one-off fee that you find fair, that's fine with us too, you can make your offer and we can see if we can make it work!
Love it!!!!!!!
really cool!
This is awesome!
O M G! This will make generating LLM training datasets so easy! I'm for sure gonna check this out this week!
Curious how you would approach this! Let us know!
Very good Idea which can be improved with time and can help a lot to achive more in shorter time.
This awesome 👍
очень крутая идея. я поначалу не хотел смотреть до конца, но меня сильно заинтриговала концепция, поэтому определенно лайк)
Спасибо!
This is just awesome
I also like to use AI to dig deeper into topics. This method add a better layer of understanding and cross-connecting things.
Exactly. I also like using it to stimulate the creative process and for learning rather than having it do everything for me. In the latter case, the result is too generic and I kind of lose the joy of the process.
This is brilliant! This is definitely excellent for mapping out your research and creating a visual of it. I wonder how I can use this software for developing stories and film scripts??
Not for me but looks amazing. Good work
😍😍 Thoughts are formed in front of my eyes, and I look at them like Narcissus
You should enjoy this abstract visualization of text made using InfraNodus then: th-cam.com/video/jOj2ghVex9U/w-d-xo.html
This is incredible
awesome use of attentional weighting... Congratulations!
Thank you! I didn't know about this term, found some interesting research on that!
I've watched 5 minutes of it, not going to lie - this is exactly what I have imagined “supposed to be available” as a tool, when I have played games in aughties. It still is super confusing to me why people don't develop things that are cool, but rather that are...
Haha well because it takes time to develop and you're really not sure if it's gonna pick up or not... In my case I was too fascinated with the topic.
Good job!
Very nice!
Thanks!
An open-source version of this would be really interesting in terms of developers being able to progress your great work.
We do have an API.
I really want this. Bookmarked for now. I have way to many subscriptions. Incredible app; very impressive.
Just a reminder: infranodus.com - 14 day trial, so you can subscribe and then cancel and not pay anything and try it for 2 weeks. Here, we're giving out a hack on our own subscription system :)
Definitely showcase more use cases for end user because those videos will blow up and yeah... you basically can do anything knowledge based but users wants simplicity have 2 modes advanced and beginner.
We do have two modes. Have you tried the app?
Ye I did but from the phone😅sorry@@noduslabs
Awesome!
I am working on a crowd simulator and what was and probably still is the problem for me - is the fact that my original and even few next understandings of the problem was far away from the actual complexity. And GPT didn't helped me by spammin my already melted brain with more information that yet needed a very god restructuring. So this is an interesting tool as it firstly shows you the scope of things that you will have to deal with filtering away the contradicting details.
Good stuff. Not feeling like moving on from obsidian which works fine as my 2. brain but this looks fun to learn with.
Lets integrate this into Obsidian, it needs to keep up with AI haha
Do you use the graph in Obsidian? To me it's pretty, but I couldn't get any use from it. I'm surprised they didn't go further with it, especially that InfraNodus was available since 2014, so it's not like what we're doing is rocket science (although it is years of work and experimentation and research and building upon the work of others, notably - Gephi).
Fascinating