Mastering OpenAI’s Realtime API: A Comprehensive Guide

import openai
import asyncio

# Set your OpenAI API key
openai.api_key = "your_openai_api_key"

Import open ai
Async def stream_response(prompt):
      response = openai.ChatCompletion.create(
            model="gpt-4",
            messages=[{"role": "user", "content": prompt}],
            stream=True  #Enable streaming 
     )
      print ("Response:")
      async for message in response:
            print (message.choices[0].delta.get ("content", ""), end="", flush=True)
#Example prompt
Asyncio.run(stream_response ("Explain the significance of the Eiffel Tower."))

import openai
import asyncio

async def real_time_chat():
print("Chatbot: Hello! How can I assist you today? (Type 'exit' to quit)")
while True:
user_input = input("You: ")
if user_input.lower() == "exit":
print("Chatbot: Goodbye!")
break

print("Chatbot: ", end="", flush=True)

response = openai.ChatCompletion.create(
model="gpt-4",
messages=[{"role": "user", "content": user_input}],
stream=True
)

async for message in response:
print(message.choices[0].delta.get("content", ""), end="", flush=True)
print()

# Run the chatbot
asyncio.run(real_time_chat())

import openai
import asyncio

async def enhanced_real_time_chat():
conversation_history = [] # Store previous messages

print("Chatbot: Hello! How can I assist you today? (Type 'exit' to quit)")
while True:
user_input = input("You: ")
if user_input.lower() == "exit":
print("Chatbot: Goodbye!")
break

# Append user input to conversation history
conversation_history.append({"role": "user", "content": user_input})

try:
print("Chatbot: ", end="", flush=True)
response = openai.ChatCompletion.create(
model="gpt-4",
messages=conversation_history,
stream=True
)

async for message in response:
content = message.choices[0].delta.get("content", "")
print(content, end="", flush=True)

print()
# Append model's response to conversation history
conversation_history.append({"role": "assistant", "content": content})

except openai.error.RateLimitError:
print("Chatbot: Sorry, I'm currently overloaded. Please try again later.")
except Exception as e:
print(f"Chatbot: An error occurred: {e}")

# Run the enhanced chatbot
asyncio.run(enhanced_real_time_chat())

import openai
import asyncio

async def collaborative_tool(prompts):
tasks = []
for prompt in prompts:
tasks.append(asyncio.create_task(stream_response(prompt)))
await asyncio.gather(*tasks)

# Example prompts for collaboration
prompts = [
"Draft an email about project updates.",
"Create a motivational quote for a presentation.",
"Generate a summary of the latest AI trends."
]

# Run the collaborative tool
asyncio.run(collaborative_tool(prompts))

async def real_time_translator(text, target_language):
prompt = f"Translate this text to {target_language}: {text}"
await stream_response(prompt)

# Example usage
asyncio.run(real_time_translator("Hello, how are you?", "French"))