I have this code:
import os
from dotenv import load_dotenv
from openai import OpenAI
from rich.console import Console
def load_environment_variables():
load_dotenv()
def get_api_key():
return os.getenv("OPENAI_API_KEY")
def initialize_openai_client(api_key):
OpenAI.api_key = api_key
return OpenAI()
def verify_api_key(api_key, console):
if api_key is None:
console.print("Error: OPENAI_API_KEY not found in environment variables.", style="bold red")
exit(1)
def create_thread(client):
return client.beta.threads.create()
def create_message(client, thread_id, user_input, file_ids="xxxxx"):
return client.beta.threads.messages.create(
thread_id=thread_id,
role="user",
content=user_input,
file_ids=[file_ids]
)
def create_run(client, thread_id, assistant_id, instructions):
return client.beta.threads.runs.create(
thread_id=thread_id,
assistant_id=assistant_id,
instructions=instructions
)
def retrieve_run(client, thread_id, run_id):
return client.beta.threads.runs.retrieve(
thread_id=thread_id,
run_id=run_id
)
def list_messages(client, thread_id):
return client.beta.threads.messages.list(
thread_id=thread_id
)
def print_messages(messages):
console = Console()
if messages.data:
console.print(
f"\nAssistant: {messages.data[0].content[0].text.value}\n",
)
else:
console.print(
"\nAssistant: No response received.", style="bold red"
)
def main():
console = Console()
load_environment_variables()
api_key = get_api_key()
verify_api_key(api_key, console)
client = initialize_openai_client(api_key)
# Example usage
thread = create_thread(client)
message = create_message(client, thread_id=thread.id, user_input="What is your pricing?")
# Assuming you have an assistant_id
assistant_id = "xxxx"
instructions = "Be a friendly chatbot"
run = create_run(client, thread_id=thread.id, assistant_id=assistant_id, instructions=instructions)
retrieved_run = retrieve_run(client, thread_id=thread.id, run_id=run.id)
messages = list_messages(client, thread_id=thread.id)
print_messages(messages)
if __name__ == "__main__":
main()
Here’s the problem. giving this exact prompt, using retrieval and the same file in the assistants playground, I get such a great response, exactly what I’m looking for. When I run it through my code, exact same prompt, I get horrible answers, sometimes just literally repeating my question back to me. Why would this happen? Has anyone else had this issue? Could anyone provide some insight on the problem, or even my code? thanks.
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