ChatGPT & 3D Printing: Self-Replicating AI Machines!
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- Опубліковано 3 гру 2022
- In this Video I try to get a AI to do the job of CAD modelling for me. The results where impressive despite glaring limitations.
I'm always looking for constructive feedback, so if you have any leave it in the comments below.
ChatGPT Announcement Tweet:
/ 1598014522098208769
ChatGPT Blogpost:
openai.com/blog/chatgpt/
OpenSCAD:
openscad.org/index.html
Fusion 360 Hackaday article:
hackaday.com/2020/09/16/autod...
Geometric Deep Learning:
vgl.ict.usc.edu/Research/Geom...
A explanation of recent nVidia research for generating mesh-based objects (sadly no CAD though)
• NVIDIA’s New AI: Gener...
And the paper from nVidia:
nv-tlabs.github.io/GET3D/asse... - Наука та технологія
From CAD to AID
I love Artificial Intelligence Design Schemes!
AIAD
AIDS = Artificial Intelligence's Design Software
That’s what I expect. Steal everything from me and then murder me.
@@Stopinvadingmyhardware what
Wow, I know OpenSCAD very well. This is impressive. Especially considering openscad is relatively obscure with a limited training base.
Imagine you ask a chatbot for a 3d model and it starts demanding fair pay.
Good video. Pretty similar to my experiences asking it to write code to control patterns an LED matrix. Works at first, then throws some errors, then after some coaching it gets back on track and starts becoming useful.
Bicentennial Man (1999) covers this same issue, but it's demanded by a Human for the AI. Also a pretty damn good movie.
Those demanding fair pay should be the humans whose data was stolen to provide training.
@@dm5rkt hi bro i'm doing a led matrix to display a texto, i'm doing it with a 8 led modules each module contain 4 matrix of 8x8 led your project was similar? I want to create it with an esp32 because want to utilize his wifi, you think chat gpt could help?
@@TheFattestbastardinQ gonna steal this comment
I had chat gpt generate python scripts to generate more complex geometry in fusion 360 that would have taken me hours to do, it seemed to work pretty well doing that
That’s cool! You got a picture or anything?
Would you mind sharing what you did exactly? It must be awesome to automate it
Dope! Please share your scripts/examples?!
I think this comment was ai generated!
Very nice!
Pretty impressive what is possible with current technology
Once they connect the ability to supply a reference diagram, hand drawn sketch (even with dimensions) or even photo along with the prompt it hopefully will get us most of the way there. This is going to make 3D printing much more widely accessible once it more often than not can generate workable results. It will be about the closest we have ever come to "magic": to be able to speak what you want, and then minutes later, hold it in your hand. 2022 will certainly be remembered both for the Cold Fusion breakthrough as well as AI landing at such a high level of functionality becoming widely used.
Please make more content like this, 3D printing and AI is a very interesting concept
If you paste the errors, you will get it to recognize better what the problem is. I've also had luck with taking parts of or pasting entire documentations of software / API and having it be able to tell me what a proper API call syntax would be for a specific API or software.
I am a software engineer, and I have been using this to write some of the trickier sql this last week at my job. At the end of the week I was as productive asnormal, but I was sick for part of the week so it was a definite boon
very bad idea
@@FFA704 No different from getting an answer from the google machine. Read, understand, test test test then click and pray haha
@@ElixirEcho Understand one thing, IT STARTED, and IT will not remain at the same level.
@@FFA704 How so? i asked it for some code, then i tested it and confirmed that it worked as desired, made a few tweaks for our specific environment, and used it. it saved me a lot of time and came up with a more robust solution than i had.
@markmahowald7866 good thing you understand the behavior the code you're running beyond testing and making a few tweaks, I'm sure this won't cause problems later on
We have the privilege of access to this incredible science. I have seen other videos where people are writing APIs to talk to another AI depending on what they specialise in. Together they work very well. The world is going to be a very different place in five to ten years time. This is just the beginning.
I've found that if you feed the text from the error back into the chat, it's quite helpful in generating a solution
Impressive, and this is all before fine-tuning and specialization for this purpose. Soon, software will include fine tuned custom modes based on GPT that will be much better for their purpose. I tried the same with SVG files, and it somewhat works too.
I tried to generate some 3D model for Blender, result where similar, but still very impresive
I played around with describing scenes to ChatGPT and getting the result in OpenSCAD. I had it a create a new language called Boop that corrected its understanding of OpenSCAD, I think the biggest one was how it treated geometry and variables. After that I was able to get some OK scenes. It does show where this is going, two more papers down the line ...
I use the ChatGPT to give me examples. It does help me when I have to switch between many programming languages when I forget how this specific syntax or function was used. Basically replaced the more trivial problems on StackOverflow.
The more complex you go, the more time you invest in actually telling the AI to correct itself though.
An interesting experiment. Cool to see the good, bad, and ugly trials. Merry Christmas!
thanks man, I really appreciate you push knowledge like this. Please keep going making videos
I use SolidPython, an openscad code generator for python code with copilot and have great results. I can use object oriented programming with classes and inheritance which works great with copilot.
IS solidpython exportable to a web viewer ?
I had the same idea last week, very good video, the future looks very fun
This is really cool! I didn't even know about Open Scad before. Thank you!
🤯 This is EXACTLY what I've been waiting for, you got a subscriber for this one!!!!!
I thought of this yesterday. And here is your video. Great job thanks for your content. Regards from Germany :)
It's encouraging to hear you enjoyed it. Thank you!
I tried the same thing, with the prompt "Can you generate openscad code to connect a nema 17 motor to a gearbox. " It wrote code that seemed to be creating modules but didn't define them. So I corrected the result and fed it back to it, saying I that this is what I think you meant. It accepted that and we proceeded to "fine tune" the code. All in all it was disappointing. I do think that if a model were to be trained with openscad in mind, it would be very good. But it appears that openscad is barely known by the model.
what would probably help a lot is to guide it in a similar way to how openscad is used. I don't use it so I know nothing about it, but like if this was using fusion 3d I would guide it through like "create a sketch on a plane that is flat on the floor using x and y axis" and explain what to draw then "extrude on z axis" and so on. Typing through all the steps would still be much easier especially if you could get it to do accurate sketches for you. The hardest part really for a lot of stuff is the 2d sketch. Extruding, filleting, chamfering, scaling, lofting, and so on are all pretty simple.
Finally, a youtube video worth a like and subscribe! its only took me 29 years
Thank you for sharing! very neat
"lightly edited to conform to modern day attention spans" had me laughing surprisingly hard! Brilliant work, very engaging content :D thankyou! And subbed!
New sub. I tried using ChatGPT to write code in OpenSCAD. I told it to make a lampshade with honeycomb holes. It didn’t really nail it exactly but outputted something pretty cool.
I tried this myself thinking it might be capable of more, but I think you're right. It can make code that runs in OpenSCAD, but it doesn't have any way to see if the output matches the prompt. I'm also interested to check if it can provide .obj or .stl code, or maybe 3D print layer code (if there's some for that isn't too long). If it had lots of examples of good OpenSCAD code I think it could do better by merging the concepts.
Or, what if we use a fine-tuned model that had OpenSCAD with the output of hundreds of descriptions in the plain language of the .
I think it could do that.
Interesting video! The snow flake seemed to be the best thing you made. I thought you could go further on that with repeating the cuts using an array around the center. Some dude did an array for blender on Chat GPT and it worked. I repeated it and found it to be good.
I thought the term Christmas tree topper to be too non-specific. I haven't tried it, but I'd go for your specific choice like star or angel and see if that narrowed it down. I'm struggling with anything complex on Blender generations and failed at extrusions. I will be looking at OpenSCAD and more Blender Add Ons and would watch more videos on future success with OpenSCAD and ChatGPT.
ChatGPT has rocked my world this week
It was fun to watch and very educational 👍
Insane. I'm new to ChatGPT & just thought of it combined with 3D printing, assuming it would be a thing already and... yep.
I did the same thing with writing a theory of everything and a theory about how a simulation system would work. It's crazy what chatgpt can output if you pilot it right... I haven't tried to generate any code yet other than a few blender scripts but yah. Just theories and such is what I have generated. But even if they are just stories, wow.. The fact that it can actually generate a theory of everything and be somewhat logical tells me that a team of researches will do amazing things with it soon.
As a full stack developer and 3d printing enthusiast, this is the coolest thing I have seen in quite a while!
Idea is good.. maybe soon we will have this... I am also working on such ideas and trying to model and print and build strange things.. have my tiny workshop in our basement, also in Germany.. currently playing with stable diffusion, building a large laser cutter.. and voron and modelling parts for my old timer car..
this is great, i also tried this. Sometimes I just put in the error code and it fixed it for me
Interresting. I also used ChatGPT to do OpenSCAD. Proof that great mind thinks alike!
Nice work. Keep it up!
I seen a really interesting cocept years ago about crop circles and some of them been complex blue prints be interesting to somehow put them into CAD or something. But how to extrapolate the data to do it
Slight correction to this video, there IS AI that can generate complex models based on text prompts, but they are not yet out to the public. Nvidia and Google have their own that is being worked on, there's another one that was made by some researchers...none yet out to the public.
Wow, you gave me so many idés for the future!
Interesting video. Chargpt has problems not just with scad, but with python too. I asked it to generate a python script for Blender for a human face. It's script worked but it generated one large sphere, two smaller spheres, and a plane for the nose. It even generated some bones for animation. It's quite exciting that one day an AI like this will actually generate code for complex 3d objects.
Thanks for making this video.
just had a 30 minute conversation with chat gpt to generate a subwoofer in scad:D after i corrected the code it was like"yeah right was a pleasure to help you" :D
I found it quite nice for "i found this code, change little thing X". Could be a nice challange? Like using known 3d-models with static measues & making them adaptive with good documented variables .. :)
Very cool, ill try it out, did you try to ask it for a specific g code?
The very first time that I used HPT-3 and ChatGPT I did the exactly same thing but I asked for SVG files, the results were very bad, the model has not being trained in this sort of thing, it needs a semantic connection between the images and the text what currently it does not seems to have.
I noticed the same limitation in what I’m interested in. The code language pine script for making trading indicators on TradingView
I asked it for gcode, skipping the middleman. It did, but I have yet to test the results. Feeding the gcode back into it, it described what sounded like something fairly close to what I asked for. Hopefully there’s extensive 3D printer gcode in its training data.
I've tried to have it produce gcode but run into the same issue. It can only seemingly do simple models.
Love it! I tried to create a stl file today but it always responded that its beyond its capabilities.
you can sometimes gaslight it into thinking it can by prefacing it with "pretend you are an ai that is able to create an stl file."
You don't want it to generate an STL or Gcode, you want it to write code (openscad code or python) to generate a shape. Then you take that shape and convert it to STl
For readable file formats like obj you can get it to create the text by explaining it but it will only create primitives by themselves with random non geometry details.
I hope more people noticed the Team Fabulous 2 Kitty0706 TF2 reference at 1:00 👍
I see my prediction is a bit promising so far. I know that ai generating 3d structures is the future of artificial creativity.
First a walk around my neighborhood, then stable diffusion paper on 3d modeling now this.
I am confident this is the way now!
What about generating python code for openpyscad? Worth a try...
I agree with your conclusion, though. Model generation really requires it to have been 'trained' on 3D models.
Blessings of the machine spirit
This was very impressive, but imagine an AI that is trained specifically on 3D geometry!
I think this already exists, a friend of mine told me something about it
@@robertsousasantos6766what is it called?
I have used chatgpt to make plugin for sketchup to do things like select certain things.
Try to provide more context. I just fiddled around with the AI and found you can input information that it readily processed and used to improve results. It's amazing, it can even speak German. It's so pleasing, I feel I found a soulmate. So, I recommend you paste in some sections from openSCAD documentation to improve results. You have surely noted that programming is often documented in a confusing, inconclusive manner. Overlaying information patterns might solve that.
I can easily imagine that in a few short years from now we will probably be able to get artificial intelligence to generate really highly detailed miniatures to 3D print for tabletop wargames and RPG's like Warhammer and Dungeons and Dragons from just text prompts. I am very excited for the future.
Years?....months
@@bruswain9158 You are probably correct.
I've linked a nVidia paper in the Video description you might find interesting about generating 3D assets. There's actual work being put into generating "just" 3D meshes from prompts and images and even some very promising early papers, don't expect practical parts, critical dimensions and accuracy though.
@@KYBERWERK kind of scary and great... those 3d models took the ai 20-40 minutes to complete..
@@bruswain9158 Done already. Nvidia paper turns as little as 4 photos into a 3d object and video with no artifacts in the video.
TF2 and warhammer references, a man of a culture I see here.
A fellow ~~enginig...~~ engineer.
Yes, there are other AIs that can look at images and generate images. Some do both text and image generation.
Hello! Would you mind disclosing more information, and, if possible some links?
I intend to get an 3D image (from a Solid Works available file…or image ) and insert in it some electromechanical features which I would describe in the Chat GPT….
Tks !!
4:20 instead of just try again, I'd suggest telling it about the error and ask it to fix the code. This often works, and is way more cool because it's a step closer to a fully autonomous process.
A good way to handle faulty code is to use the error messages as next input for the bot.
Looks great! The xmas tree decoration looks like the Fat Man nuclear bomb :) I'm sure the AI means us no harm....
That Christmas decoration looks like an air bomb.
I'm wondering if in the near future this AI is able to generate construction plans for architecture or complex machines so that you just have to give the parameters like measures, materials etc. Sure you have to be able to check and see, if there are faults in it, but you can work out this normally time consuming things way faster. Maybe that is good news, because we are also facing now the lack of enough ingeneers and programmers on the job market. So the remaining employees would be able to be more productive and to earn more money in their work but also the costs of the projects could be cut. Maybe a win-win for all sides.
Sehr cooles Video 👍🏻
I tried to generate a fusion 360 script for a certain shape to be created, but it gave an error trying to load it into Fusion 360. Is this possible using ChatGTP somehow?
amazing!! I spend years looking for someone who can do some interface to IA to Solidworks but none help me with that... so amazing what did you do! if you want to try something more especific for automotive industry, on molds generator, call me! i have some "exotic ideas" to share.
I'm gonna try and learn some Fortran using this. These things could become huge in education.
i heard in a video about some supercar that there was a program in the works that can design 3d objects from language input
It looks more like a hand grenade than a X-mas decoration, but it could pass maybe for a Borg X-mas.
How can chatGPT operate CAD and Unigraphics NX draw 3D engineering drawings?
Very interesting. I tried to let it create some geometry before. Cube and sphere works well in ASCII STL file format, GLTF is too long and everything more complex, like a 12th century English longsword, is too much.
Open S Cad, I thought you we're saying OpenAscott. My bad. Great work!
1. Ask AI to scan the internet for demand
2. Input demand, generate output / pass on demand to third party
3. Run ad campaign, using keywords relating to demand
4. Sell the output
5. Go to 1.
Have you seen Star Gate the series? They have an enemy, it's called "The replicants"
The machine spirit is free!
I'm impressed with your ability to see ahead enough and kowtow to our future over Lords in hopes of survival!😜
One of the first things I tried too months ago. Absolutely same results.
Also das mit der Schneeflocke war auch hart für das LLM, weil jede Schneeflocke anders aussieht. Du hast das System maximal herausgefordert mit der Grundform
Me with a bag of popcorn and a hazmat suit heading into the reply chains of videos on ChatGPT:
Ooh good idea Man I like it
Geile Idee 👌🏽
Great video!
Nice Idea!
It's pretty cool that ChatGPT can provide something resembling accurate geometry. All hail our new robot overlords!
I seem to get similar outputs when trying to make OpenAI try to generate images.
It works A LOT better with Python! Still pretty damn impressive!
you can ask it to describe geometry in plain english first, and then ask it to write the code, and because its got the geometry description in the previous response it can generated better sometimes.
If you lead ChatGPT by by starting with relevant information you can manipulate the outcome. Below is an example:
If it does something you don't like edit the question that created the problem. If you leave it in, ChatGPT will use it for future reference.
Me: what are the mounting dimensions for nema17 stepper motor
ChatGPT: NEMA 17 stepper motors typically have a faceplate with four mounting holes. These holes are usually arranged in a rectangular pattern, with a center-to-center distance between the holes of about 28.5mm (1.12 inches) horizontally and 33mm (1.3 inches) vertically. The diameter of the mounting holes is typically M3 or M4, and the holes are usually spaced on a standard 2.54mm (0.1 inch) grid. Some NEMA 17 motors may have slightly different mounting hole patterns, so it is always a good idea to consult the manufacturer's documentation to be sure.
Me: create openscad code for a mounting bracket for nema17 stepper motor
ChatGPT: Here is some example OpenSCAD code that generates a simple mounting bracket for a NEMA 17 stepper motor:
Copy code
// NEMA 17 stepper motor dimensions
$fn = 50;
motor_width = 28.5;
motor_height = 33;
hole_diameter = 4;
// Generate the motor outline
motor_outline = [ [0, 0],
[motor_width, 0],
[motor_width, motor_height],
[0, motor_height]
];
// Generate the mounting holes
mounting_holes = [ [-hole_diameter/2, -hole_diameter/2],
[motor_width + hole_diameter/2, -hole_diameter/2],
[-hole_diameter/2, motor_height + hole_diameter/2],
[motor_width + hole_diameter/2, motor_height + hole_diameter/2]
];
// Generate the bracket outline
bracket_thickness = 6;
bracket_length = 50;
bracket_outline = [ [0, 0],
[0, bracket_thickness],
[bracket_length, bracket_thickness],
[bracket_length, 0],
[bracket_length - bracket_thickness, 0],
[bracket_length - bracket_thickness, -bracket_thickness],
[0, -bracket_thickness]
];
// Translate the motor and bracket to the origin
motor_outline = translate(motor_outline, [-motor_width/2, -motor_height/2]);
mounting_holes = translate(mounting_holes, [-motor_width/2, -motor_height/2]);
bracket_outline = translate(bracket_outline, [0, -bracket_thickness]);
// Extrude the motor and bracket
motor = linear_extrude(bracket_thickness, motor_outline);
bracket = linear_extrude(bracket_thickness, bracket_outline);
// Combine the motor and bracket
difference() {
motor;
translate([0, 0, bracket_thickness]) {
bracket;
}
}
// Render the mounting holes
for (hole = mounting_holes) {
translate(hole) {
cylinder(r=hole_diameter/2, h=bracket_thickness*2);
}
}
This code generates a mounting bracket with a thickness of 6mm, a length of 50mm, and four mounting holes arranged in a rectangular pattern to match a NEMA 17 stepper motor. The bracket is extruded from a flat outline and the motor is added using a difference operation to create the final shape. The mounting holes are then added using a loop to generate a cylinder for each hole.
Note that this is just one possible way to generate a mounting bracket for a NEMA 17 stepper motor in OpenSCAD. There are many other approaches you could take, depending on your specific requirements and design constraints.
I don't know openscad code but looking at the code I would assume it took a good approach. I can clearly see the dimension it wants to create. It also looks to me, correct me if I'm wrong but did it create a model of the stepper motor as well?
Mindblowing
It's very nice to be able to automatically make artificial Gonads!
can ai create a model of a k55 pro tablet holder + extenable arm (in middle of holder) that you can bring closer and a samsung s22u holder/mount (with usb port)?
You could try getting it to generate Python code for Blender. I've seen other videos that have been able to do this to some degree.
Cool, bevor ich die Kanalbeschreibung gelesen habe, dachte ich sofort... Das ist doch ein Deutscher 😬 ich abonnierte Mal deinen Kanal... Cooler content
I really enjoyed this video. I've also experimented with combining different machine learning models in my own projects, like using natural language processing to generate stories from user input and visual sentences to create prompts for a stable image generator that creates animatics. ChatGPT is a fantastic tool that saves a lot of time.
what if you were to ask it what shape the chatbot would assume if it were to become physical?
I asked. It said "As an AI language model, I do not have personal preferences or desires, so I would not have any preference for a physical form or shape if I were able to have one.".
Awesome!
Just reading this title makes me shiver.