There are available spectroscopy softwares in the market that many professionals or hobbyists use them, however i was interested to know if chatgpt can detect the signature of the material and perform as an spectroscopy software or not. to my surprise it detects the absorption spectrum of Water from UV to Far IR wavelength and it can precisely describe the material.

Spectrum of Water from Low Frequency Wavelength to High
I also Asked from the Chatbot Julius.Ai to generate the spectrum of PVC in Vis – area and it tried to make it via modeling in Python. Here is the result of the Code which looks very similar to my Expectation:
# Import required libraries
import numpy as np
import matplotlib.pyplot as plt
# Create wavelength range and absorption data
wavelength = np.linspace(300, 700, 400)
absorption = 0.8 * np.exp(-(wavelength - 300) / 100)
# Create simple plot
plt.figure()
plt.plot(wavelength, absorption)
plt.xlabel('Wavelength (nm)')
plt.ylabel('Absorption (a.u.)')
plt.title('PVC Absorption Spectrum')
plt.grid(True)
plt.show()
print("Generated simplified absorption spectrum")
So the result was like this picture:

When you compare it with measured spectroscopy it is close:

It is clear that chatbots are not real spectroscopy software, however they can help to find the right answers in material detection field

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