Stock Chart Analysis with GPT4o Omni (Python Tutorial)
Summary
TLDRThe video script discusses the release of Open AI's new model, GP40, which excels in vision and audio understanding. The creator tests its vision capabilities by integrating it with a Python program for stock analysis, allowing GP40 to perform technical analysis on stock charts through screenshots. The script details the process in Python, showcasing GP40's ability to analyze and describe price action, support/resistance levels, and indicators in real-time. The video also hints at the broader implications of such advanced AI integration, suggesting a future where manual technical analysis might become obsolete.
Takeaways
- 🚀 OpenAI has released a new model called GP4, with 'O' standing for Omni, which can handle text, audio, and image inputs and outputs.
- 🔍 GP4 is particularly enhanced in vision and audio understanding, offering improved capabilities over previous models.
- 📚 The speaker suggests watching all demos to see the model's capabilities but focuses on quickly testing its audio or vision features.
- 💻 The speaker tests the vision functionality of GP4 by integrating it with a Python program that interacts with the Interactive Brokers TWS API for stock data.
- 📈 The program can pull up popular stock charts and perform technical analysis on them by analyzing screenshots of the charts.
- 📸 The speaker demonstrates how to take a screenshot of a stock chart and have GP4 provide a markdown description of the chart's analysis.
- 🛠️ The Python code for integrating GP4 with the stock analysis program involves using the 'take screenshot' function and adding an 'analyze chart' function.
- 🔑 To use GP4, an OpenAI key is required, and the user must specify the organization ID for billing purposes.
- 🖼️ The image for analysis needs to be base64 encoded before being passed to the GP4 model for analysis.
- 📝 The analysis results from GP4 are returned as text, which can be printed on the screen and saved to a markdown file.
- 🔮 The speaker also tests GP4's ability to analyze more complex visuals like heat maps and describes its potential integration into desktop applications for real-time analysis.
Q & A
What is the new model released by Open AI called?
-The new model released by Open AI is called GP4, where 'O' stands for Omni.
What capabilities does the GP4 model have?
-The GP4 model can input text, audio, and images, and generate audio, text, and image outputs in return. It is especially better at vision and audio understanding compared to existing models.
What was the purpose of the video posted by the speaker?
-The purpose of the video was to test the vision capabilities of GP4 by analyzing stock charts and integrating an AI feature into a desktop app created by the speaker.
How does the speaker's Python program interact with the stock market?
-The speaker's Python program interacts with the Interactive Brokers TWS API to pull data on stocks, display charts, and scan for the most popular stocks of the day.
What feature did the speaker add to their desktop app in a previous video?
-In a previous video, the speaker added a screenshot functionality to their desktop app, allowing them to capture and analyze stock charts.
How does the GP4 model provide technical analysis of a chart?
-The GP4 model provides technical analysis by analyzing a Base64 encoded image of the chart and returning a markdown description of the chart's analysis.
What is required to call the GP4 model for image analysis in Python code?
-To call the GP4 model for image analysis, one needs to pass the model name, the path to the image, and a user role with a specific message requesting the analysis.
How is the image of the chart encoded before being analyzed by GP4?
-The image of the chart is Base64 encoded before being passed as part of the message to the GP4 model for analysis.
What additional feature did the speaker add to their app for chart analysis?
-The speaker added the ability to draw trend lines on the charts and have GP4 analyze the drawings in real time.
How does the GP4 model's analysis compare to previous models?
-The GP4 model's analysis is far superior in quality compared to previous models, providing more detailed and sophisticated insights into the charts.
What implications does the speaker foresee for technical analysts with the advancement of AI like GP4?
-The speaker suggests that technical analysts might become obsolete as AI models like GP4 can perform complex analysis tasks with high accuracy and speed.
What other types of visualizations did the speaker test with GP4?
-The speaker tested GP4 with a heat map for sector analysis, demonstrating the model's ability to interpret and describe complex charts with multiple symbols and details.
What future developments does the speaker anticipate with the integration of AI like GP4 into desktop applications?
-The speaker anticipates that AI integration will lead to real-time analysis and monitoring of user activities on their computers, potentially making current programming and analysis methods obsolete.
Outlines
🚀 Introduction to GPT-40's Multimodal Capabilities
The script introduces a new model called GPT-40, with 'O' standing for Omni, highlighting its ability to process text, audio, and images and generate outputs across these modalities. The model is noted for its improved vision and audio understanding. The speaker tests GPT-40's vision capabilities by integrating it with a Python program that interacts with the Interactive Brokers TWS API, pulling stock data and performing technical analysis on charts by analyzing screenshots of the stock charts, providing a markdown description of the chart's analysis automatically.
📈 Demonstrating GPT-40's Technical Analysis on Stock Charts
The speaker describes the process of using GPT-40 to analyze stock charts by taking screenshots and generating real-time technical analysis. The Python code is explained, detailing how to trigger a screenshot, save it, and then use GPT-40 to analyze the chart. The analysis includes price action, support and resistance levels, and any indicators present on the chart. The speaker also mentions the potential for GPT-40 to interpret drawings on the chart, such as trend lines, and provides an example of GPT-40 analyzing a chart with a drawn trend line. The quality of analysis is noted to be superior to previous models, and the speaker reflects on the implications for technical analysts and the potential integration of such AI capabilities into desktop applications for real-time analysis.
Mindmap
Keywords
💡GP4
💡Technical Analysis
💡API
💡Screenshot
💡Base64 Encoding
💡Data URL
💡Markdown
💡Python
💡Stock Chart
💡Trend Line
💡Heat Map
Highlights
OpenAI released a new model called GPT-4o, with 'O' standing for Omni, capable of handling text, audio, and image inputs and outputs.
GPT-4o is particularly enhanced in vision and audio understanding compared to previous models.
The model allows for the integration of AI features into desktop applications, such as technical analysis of stock charts.
GPT-4o can analyze and provide a markdown description of stock charts from screenshots.
The integration of GPT-4o with a Python program enables automatic technical analysis of stock data through the interactive brokers API.
GPT-4o's analysis includes price action, volume, support and resistance levels, and indicators from the stock charts.
The model can interpret and analyze drawings on stock charts, such as trend lines.
GPT-4o can provide real-time analysis of complex data visualizations, such as heat maps.
The quality of analysis from GPT-4o is superior to previous models, offering more detailed insights.
GPT-4o's capabilities can potentially make traditional technical analysts' roles obsolete.
The model's real-time translation and multimodal capabilities can support various applications, including voice-activated systems.
GPT-4o can understand and generate speech with emotional nuances, effective for sensitive communication.
The model supports file uploads for analyzing specific data beyond its knowledge cutoff.
GPT-4o has a large context window of up to 128,000 tokens, allowing coherence over long conversations or documents.
The model includes enhanced safety protocols to minimize the generation of incorrect or misleading information.
GPT-4o's advanced reasoning and instruction-following capabilities expedited the safety work of OpenAI.
OpenAI's new flagship model, GPT-4o, is faster and improves on its capabilities across text, voice, and vision.
Transcripts
a couple of hours ago open AI released a
new model called gp4 o the O stands for
Omni so what this model allows you to do
is to input text audio and images and
generate uh audio text and image outputs
in return and so the note here is that
GPT 40 is especially better at vision
and audio understanding compared to
existing models I suggest you watch all
the demos here there's a lot of great
capabilities but I just wanted to make
something quickly to see if I even had
access to this and it turns out I do so
what I wanted to do was test out either
the audio or Vision capabilities now
since yesterday I just posted a video on
uh uh programming my brokerage account
and saving a different charts from that
I thought I would test the uh Vision
functionality of GPT 40 and so if you
didn't watch my video yesterday uh it
looks like this so I can run this and
what this does uh this is a Python
program that interacts with the
interactive brokers twws API and is able
to pull data uh on stocks and so here
you see I have a a chart for Taiwan
semiconductor right here but this also
scans and automatically pulls up the
most popular stocks for today uh so you
can see uh AMC and gme are very active
so I click gme and of course roaring
Kitty came back to Twitter and gme just
spiked right there so what does this
have to do with GPD 40 well I thought I
would just throw on an AI feature to
this little desktop app that I've
created and so one thing I did in the uh
previous video video is I added the
screenshot functionality and so what I
can do is when I when I pull up my chart
so if I click on AMC here pulls up that
chart if I click on gme pulls up that
chart and then I can pull up a
particular time frame like the 1 hour
and so this is interacting with my
broker's account and now what I want to
do is take a screenshot so I'm going to
click screenshot you'll see it saves a
screenshot to my screenshot directory of
how the chart looked and then you see
right here what I'm doing is telling GPT
40 to actually do technical analysis on
that chart by just looking at it and so
you can see every time I take a
screenshot now it gives me a complete
markdown description of that chart so
let's say I'm just saving charts uh
throughout my day I automatically get a
log uh of some analysis and text format
of that chart and so I don't even
necessarily have to look at it it just
pretend you're saving some type of
Journal it's automatic for you and so I
click so I took a screenshot of gme and
it says a short-term movement shows a
significant spike in the price of gme
and it shows um it peaked at 3820 and
then it talks about the volume that's on
that chart it talks about a support and
resistance level and the indicators that
I had on the chart so how does this
actually work in Python code well if you
followed my tutorial yesterday there is
a function called uh take screenshot so
when I click this button I'm
automatically triggering and saving a
screenshot to a particular directory so
all I did was add on to this function so
I had a chart file name and I was
writing the image right there so all I
need to do is is write a little call to
gbd4 that actually analyzes this chart
and so after I write the image to the
file system I have this little analyze
chart function so I created a new file
here that I just called gp4 technical
analyst just like with my other open AI
tutorials you need to pass in an open AI
key you can set it as an environment
variable uh when you initialize the open
AI client you need you can give it a
default organization or in my case I'm
part of many organizations so I need to
pass in an organization ID to make sure
I'm billing this to the right
organization which is mine um so I have
this analyzed chart function and all it
does is accept the path to an image and
so since I'm saving each screenshot and
timestamping it uh to a screenshots
directory right here I'm just as soon as
I write that file name I'm passing the
path over to analyze chart and to call
the open AI uh GPT 40 model you just
need to pass in a the new model name
assuming you have access to it so I have
access to gp40 and I just use the open
AI uh client here to create a chat
completion and I can just give it a user
role here and just say analyze this
chart include the symbol and discuss the
price action you can make this more and
more sophisticated if you want to focus
on particular elements so let's say you
want to act as a a trend follower or
someone that's looking for mean
reversion or you can you can really
specify how you want the analysis to be
done now the key to using this um if
you've used gp4 vision is you need to
actually base 64 or encode the image and
so you can see in my chart path here I
have this function called encode image
um and so what you do is import uh you
import base 64 here and you can base 64
encode that image and once you do that
you can actually pass this as part of
the message and so instead of a normal
like URL you would request on the web
you can pass it this special data URL
with a Bas 64 encoded image and then you
just return back the response and so it
just returns a normal uh chat completion
right there and then you can see right
here um in my analyze chart I'm
returning the analysis as a text here
and printing it at out on the screen and
then I also uh output all that text uh
to a file usually just basic python open
a new text file and I'm just saving it
to a markdown file right here and so
you'll notice um if I pull up one more
chart here let's just do this one more
time I can even uh probably make it
analyze my drawings here and so
yesterday I added this ability to draw a
trend line for instance on here and so I
can draw a little trend line here and
you know see how it would interpret this
in real time so I'm going to do
screenshot right there and you see it's
saving a screenshot of AMC exactly as it
looked with my trend line right in place
and you see right there I have the
analysis from
gp40 in real time displays price action
for the symbol uh AMC it appears to be a
multi-hour chart uh it's been on upward
trajectory for most of the session uh
and then yeah you see it proceeds to
give some analysis and let's see if it
mentions uh yeah a a strong upward Trend
initially with a pullback and yeah and
so it's interpreting the chart just as
I've drawn it right there and let's see
if it even mentions yeah it says after
reaching 588 and so if you watched
yesterday I calculated the uh the high
of the day and had it automatically draw
a horizontal line and it detects that as
well so yeah that's my first experience
with GPT 40 you might say you were able
to analyze images with gp4 vision in the
past but one thing I'm noticing is the
analysis provided by gp40 is already
much better so the quality of that
analysis I just showed is far superior
to um what I had done with gp4 gp4 uh
Vision in the past oh and I forgot to
show that um I've actually been testing
this out in other contexts so I have
like a heat map uh here so uh for sector
analysis right here it can actually look
at this heat map and describe it um this
ETF uh chart from vvis and then also um
another chart I was looking at as well
and so just to show you the a heat map
example yeah you can see how it's able
to look at this very uh sophisticated
heat map not that sophisticated but
there's lots of details and many
different symbols on this heat map it
can do it a lot faster than I can as a
human so you can see how I can pinpoint
what's going on in
energy uh Tesla Amazon all those things
are very small on this chart and it's
able to pick up all the individual
percentage moves and so if I look on uh
technology here you see apple up by
2.05% it read that off the chart Nvidia
so it can actually see um what's going
on so yeah I expect a lot of this stuff
I know I may had to make a program for
this but I expect all of it to be very
integrated into your desktop they just
released a a desktop application as well
that can see your screen and so I can
you can imagine what where we're headed
here where you know the big tech company
is going to be watching everything
you're doing on your computer and
analyzing in real time and so yeah um so
is this all going to be obsolete do I
need to teach anyone how to program when
gp4 can listen to you and answer all of
your questions uh yeah maybe we're all
obsolete definitely all the uh technical
analysts are kind of obsolete we don't
need anyone to talk about uh charts and
visualizations uh necessarily if this
thing uh gets really really good over
time uh so so yeah I'm excited about the
possibilities but also it's kind of
blows my mind uh some of the things that
were shown in this demo so I'll post
this code somewhere uh hopefully this
was interesting uh be having some fun
with this and hopefully we'll share more
uh in the coming weeks and months all
right take it easy bye
Weitere verwandte Videos ansehen
![](https://i.ytimg.com/vi/Z0ya9oUSsWY/hq720.jpg)
$NVDA EARNING ANALYSIS IN 3min
![](https://i.ytimg.com/vi/xsK4uATpxLY/hq720.jpg)
Всё о новой нейросети GPT-4o за 7 минут!
![](https://i.ytimg.com/vi/oN6lRKUKnmc/hq720.jpg)
MARA Marathon Digital Holdings Stock Analysis, Sell Mode?!
![](https://i.ytimg.com/vi/WkB2bvYi73k/hq720.jpg)
GPT-4o is WAY More Powerful than Open AI is Telling us...
![](https://i.ytimg.com/vi/JZSxLFLeF68/hq720.jpg)
Bitcoin TEST: Preparing for a Major Crypto BREAK OUT & BULL TRAP! (Watch ASAP)
![](https://i.ytimg.com/vi/khWq7tuNO_o/hq720.jpg)
How To Use GPT-4o (GPT4o Tutorial) Complete Guide With Tips and Tricks
5.0 / 5 (0 votes)