Stock Chart Analysis with GPT4o Omni (Python Tutorial)
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- เผยแพร่เมื่อ 26 ก.ย. 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:
hackingthemark...
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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!
The actual range of possibilities with using screenshots instead of relying solely on API is huge for automated trading strategies !
Every month I type your name in TH-cam to see if you have posted any new amazing vidéo, welcome back 😆
What a time we find ourselves in. Great look at what is possible.
I have missed you! Glad you are back and healthy! ❤
Welcome back! 2 videos in 2 days…love it 😀
Finally back, Larry! I thought you were updating this anymore and was sad. Now can’t be waiting to watch your amazing videos!
Congratulations for 100k + subs by the way.
Delighted to have you back, Larry!
Two videos in the same week ❤
Awesome, once again! The best on YT by far.
So happy to see another tutorial from 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!
I can see your brain working just trying to wrap your head around how crazy the future is going to be
Hi. Do you have a github for the python code from this video?
At last i saw my master !!! Welcome back. Please direct to me so i can show you what i did with your tutorials 🎉🎉🎉
🔥🔥🔥 welcome back Larry! 2 in 2 days ❤
Glad to see back at it! Welcome back.
Glad you are back :)
Very glad you are back!!
Thanks for the help and lesson Sir
Welcome Amigo, its been long time....hope all good
Where is the github repo for this 😅?
Cool stuff Larry. I'd like to hack something similar together using just tradingview screenshots and a few tradingview Indicators.
I couldn't see any chatgpt prompt you passed to request the analysis.
Could I please ask what you passed and if you needed to train it first?
Super cool idea. Thanks for sharing. You're a genius Larry!
finally larry is back
Oh my Larry already released video on gpt4O
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
Great video by GPT-4L
Great channel and content!! Love.
I missed you Larry!!
Bro you come back, nice to see ~
welcome back! Thank you!
Welcome back!
I have no idea what you're talking about.
Same but here we are😂
Hahah love it!
Larry is back 🎉🎉❤❤
Thanks for sharing! Where can I access to the code to play around with it?
Thanks for sharing Larry 👍
That was quick!
Heyhey welcome back
Welcome Back My Friend😁
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.
лаба вы головы реально умные, преклоняю коленку перед мастерами
Wonderful job!! Thanks man!!
Was just wondering what happened to you the other day... and voila!
“Larry Larry Larry Larry” 🎉🎉🎉
Dude where'd you go for a year. Post more regularly
...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.
That's great.
Great charts
Hello my friend
I hope you will answer my question
I've only met you for a while now, and the reason for this is that I'm a Laravel (PHP) programmer, but I have to do a project that behaves like this with Python, the structure of the project is like this:
We have a chart, and whenever our chart reaches the buying and selling patterns, it tells us that it is time to buy or sell, patterns such as head and shoulder or triangle, etc.
Or the patterns that traders use
But I want to know which course of yours should I look at that will teach me this structure so that I can use this structure in my project.
Thank you for helping me.
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.
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.
been missing you
Great video thanks.
Welcome back
Great stuff. thanks
Nice! Awesome !!!
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.
How does it know SYK is down by 1.28% in the heatmap?
Any Github?
Is Larry still working....part time?
Hi Larry, Nice video !!! I am curious to know can we continue the chat with image as available in Chatgpt UI. Currently only one image and one text is passed in code.If I want to know more details of image by continuing to chat how can I do it?
Where is the github repo for this
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?
any chance we can get the source code?
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
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.
Hi. How much do you want?
It's good that you are back.
why do the image processing?, it's just a representation of the raw data. Am i missing something?
I was curious. I'm day trading ES Futures. Is there a way to have chatgpt do realtime data analyst on different time frames of what I see on my charts?
4o helped me to go through for first few predictions but later on relying on it was my stupidy
nice
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
Where’ve you been!?
Been doing more and talking less 🤣
When it comes available?
❤🔥
how would we modify this for forex? I high level explanation will suffice.
we need a tutorial for dummies
hey can you kindly do a tutorial on the heuston model
Can it predict next market move or possible direction with some level of conviction? Can you backtest that?
Tks
Where have been Larry....almost disappeared.
just wait until an Albert Einstein level of consciousness spends a lifetime with a LLM. yeah its over.
So it only reads what the graph shown, thats not analysis, is reading the graph. But still good I guess
Can you share your repo
link to all source code for this video and the last is in the video description
@@parttimelarry Thanks
Can I use any open source LLMs instead of GPT-4o
Hello, I need your help on something. How can I reach you?
but you could just save time and paste directly into gpt
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.
Can the AI draw the trend lines itself
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
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
Does gpt4o do good chart analysis ?
bro post a road map for how to become algo developer
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.
we need an AI to analyse PA and set probable outcomes
Share the code, Larry!
Have you published the code ?
I added it to the end of the Interactive Brokers tutorial here: hackingthemarkets.com/interactive-brokers-tws-api-tutorial/
It’s data . Financial Analysis is meat and potatoes. So is accounting.
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.😊