Stock Chart Analysis with GPT4o Omni (Python Tutorial)
HTML-код
- Опубликовано: 12 май 2024
- In this video, I try out the new GPT4o model, which has enhanced vision capabilities. I add a new chart analysis feature to the Interactive Brokers trading app from the last video.
Full Source Code is in the article here:
hackingthemarkets.com/interac...
Great teachers like you will never be obsolete.
The first thing I thought was this: Larry is a master at programming and finances. Just imagine the possibilities with tools like these at his disposal. Thanks for sharing. Glad you are back!
Welcome back! 2 videos in 2 days…love it 😀
Delighted to have you back, Larry!
The actual range of possibilities with using screenshots instead of relying solely on API is huge for automated trading strategies !
What a time we find ourselves in. Great look at what is possible.
Glad to see back at it! Welcome back.
Very glad you are back!!
Awesome, once again! The best on YT by far.
I have missed you! Glad you are back and healthy! ❤
Congratulations for 100k + subs by the way.
welcome back! Thank you!
Great channel and content!! Love.
Two videos in the same week ❤
Glad you are back :)
That was quick!
Every month I type your name in RUclips to see if you have posted any new amazing vidéo, welcome back 😆
Thanks for sharing Larry 👍
welcome back larry.. you are always the best and never fail to surprise us.. i have learnt so much from you, looking forward for more videos.. thanks a lot for all the awesome content you have shared over the years..
🔥🔥🔥 welcome back Larry! 2 in 2 days ❤
Thanks for the help and lesson Sir
Finally back, Larry! I thought you were updating this anymore and was sad. Now can’t be waiting to watch your amazing videos!
Great video by GPT-4L
finally larry is back
Welcome Amigo, its been long time....hope all good
Wonderful job!! Thanks man!!
Welcome back!
At last i saw my master !!! Welcome back. Please direct to me so i can show you what i did with your tutorials 🎉🎉🎉
Bro you come back, nice to see ~
Welcome Back My Friend😁
Great video thanks.
That's great.
Great charts
Where is the github repo for this 😅?
Larry is back 🎉🎉❤❤
I can see your brain working just trying to wrap your head around how crazy the future is going to be
Oh my Larry already released video on gpt4O
Thanks for sharing! Where can I access to the code to play around with it?
Hi. Do you have a github for the python code from this video?
Heyhey welcome back
Great stuff. thanks
I missed you Larry!!
hell yeah part time larry! we did a zoom way back in 2021. hope you're well dude!
haha, it was actually April of 2020, that was very early on in pandemic times. hope your studies went well. cheers :)
@@parttimelarry wow. 4 years ago! Lol I haven’t learned much since. But still watching here from time to time!
Welcome back
How does it know SYK is down by 1.28% in the heatmap?
Was just wondering what happened to you the other day... and voila!
“Larry Larry Larry Larry” 🎉🎉🎉
it looks great - what about accuracy of the model? Have you noticed some hallucinations?
Thanks for the comment. I made this within an hour of the announcement, so definitely didn't do any rigorous testing. I did notice it was much better than my previous tests with GPT4 Vision. Will share more as I experiment.
Harry, can you make a video about xAI? Explainable Machine learning? and how to find out a high winrate strategy out of xAI?
I prepared a huge dataset 1 min for last 15 years for both stock and options and merged with fundamental data over years. I have tested this parquet file using different xAI platform both free and commercial ones. It found out a 90% win rate day trading strategy with feature generation ML; it looks promising but not sure about its further performance.
Nice! Awesome !!!
Hi. How much do you want?
It's good that you are back.
When it comes available?
been missing you
I was actually also trying to make gpt-4-turbo/gpt-4o to work with stocks or crypto for the last 2 weeks, but it seems to be quite bad at actual trading, i tried giving it charts with different intervals, news data from trading view etc.
but when running against historical data in a simulation it goes into into "minus" profits
How can I get the voice activated on chatgpt
Hi Larry, i am interested. Do you have any course to teach coding and connect with GPT4o?
Hey I just share stuff for free on here.
Great stuff! Did you post the updates? Thank you.
Hey about to go to sleep, but will add it to the end of the website article in the morning, cheers
hi Larry which data packages did u buy from ibkr? total cost? thank u!
To do what's in my previous video, I have the US Securities Snapshot and Futures Value Bundle (10/month, fee waived if monthly commissions reach 30USD) and US Equity and Options Add-On Streaming Bundle (4.50/month). Sometimes I subscribe to other things (eg. News and Research, other market data bundles), but don't talk about that much.
why do the image processing?, it's just a representation of the raw data. Am i missing something?
Can it predict next market move or possible direction with some level of conviction? Can you backtest that?
Any Github?
What, I was kind hoping we could get a new video in 6 month, not 6 hours.
Can I use any open source LLMs instead of GPT-4o
any chance we can get the source code?
...uhh, if you already have the underlying data, you could save yourself the trip by getting the max and mins over the interval. Actually a lot of stats are already available in the data itself through quantifiable functions.
Thanks, I did exactly that in the last video, which is why there is a horizontal line drawn at the high. I've done a lot of videos on pandas and associated data analysis libraries already. I have simply been testing out vision capabilities and thought it was interesting.
nice
❤🔥
Is Larry still working....part time?
I have no idea what you're talking about.
Same but here we are😂
Hahah love it!
Tks
I used got4o to find a couple stock gems , my next goal is to find a way to process this to create something that will help me with options. Love the channel, subbed
What prompts you gave
don't get me wrong but cmd+shift+4 (drag screenshot) and throwing it right into gpt does kind of the same, no?
Yeah totally for a simple case. This is a Python programming channel, so I am thinking more in terms of programmatically capturing info to a database or filesystem, so I could automatically have something happen thousands of times, for instance. I am more API developer / app builder focused and think about how to integrate features into your own app or pipeline. Some people just want to use ChatGPT itself, which is awesome.
@@parttimelarry totally get you. a very wise man once said "if you can automate it, automate it." i was literally just checking if i am smart enough ;)
I would be hesitant to rely on the results provided by gpt4o unless you have ground truth test cases which can be evaluated for accuracy.
Your multi asset heatmap would be a good test for this. Take 10 of then and ask for the known values of several of the assets listed. (In unique requests) and compare that with truth.
This would be an important tool to have as the model evolves.
my head hurt with the webcam wobbling, but great content, please make the webcam steady please
Can the AI draw the trend lines itself
i like the idea!
though, actually, being involved in algo trading on my own, i do not see, how this helps here?
is does not tell you, when to enter a position?
it does not tell you, when to exit a position?
it does not give you basic TA-KPI which you would likely use to enter a position (like ADX, RSI, MACD....)
and lets assume you do not need this TA-KPI, and let us assume that this output includes somehow a little bit of magic- then, still, i do not see how the AI system is helping me beyond(!) what i can see on my own with all these KPI enabled?
the project has some output and i fully understand the motivation of linking these two funcationalities together, though its actually - yet - not really useful for a trading day?
hey can you kindly do a tutorial on the heuston model
Does gpt4o do good chart analysis ?
Why did you make the other video private? I shared that with zeal with a friend and he called me liar 😢
hey sorry, sometimes I post something and change my mind. decided to just post actual projects rather than talk about the past and future. it had been so long since i posted that i think it's confusing to anyone who subscribed in the last year. will probably just post as a community update.
Hello, I need your help on something. How can I reach you?
Is there something like this for TOS?
Unfortunately I don't know the TOS ecosystem, so unsure what is available. I don't think they have the same level of programmability.
Where’ve you been!?
Been doing more and talking less 🤣
Top
4o helped me to go through for first few predictions but later on relying on it was my stupidy
Dude where'd you go for a year. Post more regularly
So it only reads what the graph shown, thats not analysis, is reading the graph. But still good I guess
Where is the github repo for this
awsum idea thanks! Anybody knows if there is a model capable of similar results that I can grab from hugging face?
Google just dropped a vision model on HuggingFace today, haven't had a chance to see if it knows anything about charts: huggingface.co/spaces/google/paligemma
just wait until an Albert Einstein level of consciousness spends a lifetime with a LLM. yeah its over.
we need a tutorial for dummies
So this model is not free, you mentioned about billing.
All the pricing is on the openai pricing page. I think the costs have come down so much that I don't really think about the cost anymore -- it's just part of my life at this point and I expect to pay $x a month on AI-related consumption and research. You are right, I should have mentioned it though.
Have you published the code ?
I added it to the end of the Interactive Brokers tutorial here: hackingthemarkets.com/interactive-brokers-tws-api-tutorial/
Where have been Larry....almost disappeared.
but you could just save time and paste directly into gpt
bro post a road map for how to become algo developer
Can you share your repo
link to all source code for this video and the last is in the video description
@@parttimelarry Thanks
Not sure this would help with trading at all. If it could scan the market and alert you aboutbpatterns on volume it would be more useful
It’s data . Financial Analysis is meat and potatoes. So is accounting.
Very cool, but I don't see how this would be useful as it tells you what you see with your eyes but you have to waste time reading it or listening to it while you know all that in 2 seconds when you look at it.
Maybe if you take it further and have some agent analyze the output and alert you on something
What’s the point of this analysis though? You cannot invest based on such cursory analysis. These types of programs ( not from images but from raw data feed) have existed for a long time now.
Shut your mouth😊
Shat ap ur maf.😊
That's an oversophisticated and too complicated method of achieving a black hole in your wallet. There are way more simple methods than that with the same degree of "success" widely available out there.
such as?