Hello everybody! I've got a problem with my code for my "VoiceAssistent", the normal code with speak function works well and makes everything right but i tried to implement the reinforcement function in it and i need to get the Environment class but it's not really defined in the code and i cannot find a file with the name Environment.py like the GPT AI said it should be... Since i made from environment import environment, it comes with the error:
Error:Exception has occurred: AttributeError
'Environment' object has no attribute 'observation_space'
KeyError: 'observation_space'
During handling of the above exception, another exception occurred:
File "C:\Users\oski1\AI + Algorithm (Reinforcement learning).py", line 22, in <module>
Q = np.zeros([env.observation_space.n, env.action_space.n])
^^^^^^^^^^^^^^^^^^^^^
AttributeError: 'Environment' object has no attribute 'observation_space'import webbrowser
import openai
import pyttsx3
import speech_recognition as sr
from gtts import gTTS
import os
import subprocess as sp
from random import choice
import requests
import wikipedia
import pywhatkit as kit
from email.message import EmailMessage
import smtplib
import decouple
import numpy as np
from environment import Environment ,is_yesish
env = Environment()
alpha = 0.1 # learning rate
gamma = 0.9 # discount factor
Q = np.zeros([env.observation_space.n, env.action_space.n])
# Iterate over episodes
for episode in range(1, 1000):
state = env.reset()
done = False
rewards = 0
while not done:
action = np.argmax(Q[state, :] + np.random.randn(1, env.action_space.n) * (1. / (episode + 1)))
new_state, reward, done, info = env.step(action)
Q[state, action] = Q[state, action] + alpha * (reward + gamma * np.max(Q[new_state, :]) - Q[state, action])
rewards += reward
state = new_state
print('Episode: {}, Rewards: {}'.format(episode, rewards))
USERNAME = ('Oscar')
BOTNAME = ('Samantha')
paths = {
'notepad': "C:\\Program Files\\Notepad++\\notepad++.exe",
'discord': "C:\\Users\\ashut\\AppData\\Local\\Discord\\app-1.0.9003\\Discord.exe",
'calculator': "C:\\Windows\\System32\\calc.exe"
}
def open_browser():
webbrowser.open('https://www.google.com')
def speak(text):
engine.say(text)
engine.runAndWait()
def open_camera():
sp.run('start microsoft.windows.camera:', shell=True)
def open_notepad():
os.startfile(paths['notepad'])
def open_discord():
os.startfile(paths['discord'])
def open_cmd():
os.system('start cmd')
def open_calculator():
sp.Popen(paths['calculator'])
def get_weather_report(city):
res = requests.get(
f"http://api.openweathermap.org/data/2.5/weather?q={city}&appid={OPENWEATHER_APP_ID}&units=metric").json()
weather = res["weather"][0]["main"]
temperature = res["main"]["temp"]
feels_like = res["main"]["feels_like"]
return weather, f"{temperature}℃", f"{feels_like}℃"
EMAIL = ("MY EMAIL")
PASSWORD = ("MY PASSWORD")
def send_email(receiver_address, subject, message):
search_url = f"https://outlook.live.com/owa/"
webbrowser.open(search_url)
try:
email = EmailMessage()
email['To'] = receiver_address
email["Subject"] = subject
email['From'] = EMAIL
email.set_content(message)
s = smtplib.SMTP("smtp.gmail.com", 587)
s.starttls()
s.login(EMAIL, PASSWORD)
s.send_message(email)
s.close()
return True
except Exception as e:
print(e)
return False
def search_on_google(query):
search_url = f"https://www.google.com/search?q={query}"
webbrowser.open(search_url, {query})
kit.search(query)
def play_on_youtube(video):
search_url = f"https://www.youtube.com/results?search_query={video}"
webbrowser.open(search_url)
kit.playonyt(video)
def search_on_wikipedia(query):
search_url = f"https://en.wikipedia.org/wiki/search?q={query}"
webbrowser.open(search_url)
results = wikipedia.summary(query, sentences=2)
return results
def find_my_ip():
search_url = f"https://api64.ipify.org?format=json"
webbrowser.open(search_url)
ip_address = requests.get('https://api64.ipify.org?format=json').json()
return ip_address["ip"]
def get_random_joke():
search_url = f"https://icanhazdadjoke.com/"
webbrowser.open(search_url)
headers = {
'Accept': 'application/json'
}
res = requests.get("https://icanhazdadjoke.com/", headers=headers).json()
return res["joke"]
def get_random_advice():
res = requests.get("https://api.adviceslip.com/advice").json()
return res['slip']['advice']
engine = pyttsx3.init()
# Get the available voices
voices = engine.getProperty('voices')
# Print the available voices
for voice in voices:
print("Voice:")
print(" - ID: ", voice.id)
print(" - Name: ", voice.name)
print(" - Languages: ", voice.languages)
print(" - Gender: ", voice)
print(" - Age: ", voice.age)
# Set the voice ID you want to use
voice_id = 'com.apple.speech.synthesis.voice.samantha'
# Set the voice property
engine.setProperty('voice', voice_id)
# Set your OpenAI API key
openai.api_key = "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"
# Initialize the Text-to-Speech engine
engine = pyttsx3.init()
def transcribe_audio_to_text(filename):
recognizer = sr.Recognizer()
with sr.AudioFile(filename) as source:
audio = recognizer.record(source)
try:
return recognizer.recognize_google(audio)
except sr.UnknownValueError:
print("Google Speech Recognition could not understand audio")
except sr.RequestError as e:
print(f"Could not request results from Google Speech Recognition service; {e}")
def generate_response(prompt):
response = openai.Completion.create(
engine="text-davinci-003",
prompt=prompt,
max_tokens=4000,
n=1,
stop=None,
temperature=0.5,
)
return response.choices[0].text
def speak_text(text):
engine.say(text)
engine.runAndWait()
def main():
while True:
# Wait for the user to say "Hello"
print("Say 'Hello' to start recording your question...")
with sr.Microphone() as source:
recognizer = sr.Recognizer()
audio = recognizer.listen(source)
try:
transcription = recognizer.recognize_google(audio)
if transcription.lower() == "hello":
# Record audio
filename = "input.wav"
print("Say your question...")
with sr.Microphone() as source:
recognizer = sr.Recognizer()
source.pause_threshold = 1
audio = recognizer.listen(source, phrase_time_limit=None, timeout=None)
with open(filename, "wb") as f:
f.write(audio.get_wav_data())
# Transcribe audio to text
text = transcribe_audio_to_text(filename)
if text:
print(f"You said: {text}")
# Generate response using GPT-3
response = generate_response(text)
print(f"GPT-3 says: {response}")
# Record audio with gTTS for speech output
tts = gTTS(text=response, lang='en')
tts.save("sample.mp3")
# Read response using text to speech
speak_text(response)
if 'open notepad' in text:
open_notepad()
elif 'open discord' in text:
open_discord()
elif 'open command prompt' in text or 'open cmd' in text:
open_cmd()
elif 'open camera' in text:
open_camera()
elif 'open calculator' in text:
open_calculator()
elif 'find my ip address' in text:
ip_address = find_my_ip()
speak(f'Your IP Address is {ip_address}.\n For your convenience, I am printing it on the screen sir.')
print(f'Your IP Address is {ip_address}')
elif 'search on wikipedia' in text:
speak('What do you want to search on Wikipedia, sir?')
search_text = input().lower()
results = search_on_wikipedia(search_text)
speak(f"According to Wikipedia, {results}")
speak("For your convenience, I am printing it on the screen sir.")
print(results)
elif 'search on youtube' in text:
speak('What do you want to play on Youtube, sir?')
video = input().lower()
play_on_youtube(video)
elif 'search on google' in text:
speak('What do you want to search on Google, sir?')
query = input().lower()
search_on_google(query)
elif "send an email" in text:
speak("On what email address do I send sir? Please enter in the console: ")
receiver_address = input("Enter email address: ")
speak("What should be the subject sir?")
subject = input().capitalize()
speak("What is the message sir?")
message = input().capitalize()
if send_email(receiver_address, subject, message):
speak("I've sent the email sir.")
else:
speak("Something went wrong while I was sending the mail. Please check the error logs sir.")
elif 'I wanna hear a joke' in text:
speak(f"Hope you like this one sir")
joke = get_random_joke()
speak(joke)
speak("For your convenience, I am printing it on the screen sir.")
print(joke)
elif "advice" in text:
speak(f"Here's an advice for you, sir")
advice = get_random_advice()
speak(advice)
speak("For your convenience, I am printing it on the screen sir.")
print(advice)
elif 'weather' in text:
ip_address = find_my_ip()
city = requests.get(f"https://ipapi.co/{ip_address}/city/").text
speak(f"Getting weather report for your city {city}")
weather, temperature, feels_like = get_weather_report(city)
speak(f"The current temperature is {temperature}, but it feels like {feels_like}")
speak(f"Also, the weather report talks about {weather}")
speak("For your convenience, I am printing it on the screen sir.")
print(f"Description: {weather}\nTemperature: {temperature}\nFeels like: {feels_like}")
except sr.UnknownValueError:
print("Google Speech Recognition could not understand audio")
except sr.RequestError as e:
print(f"Could not request results from Google Speech Recognition service; {e}")
if __name__ == "__main__":
main()Thank for your time and i hope anyone can help me further!
buran write May-20-2023, 08:17 PM:
Please, use proper tags when post code, traceback, output, etc. This time I have added tags for you.
See BBcode help for more info.
Please, use proper tags when post code, traceback, output, etc. This time I have added tags for you.
See BBcode help for more info.
