"""
External functions that the chatbot can use at its discretion.
"""
import os
import openai

openai.api_key = os.environ['OPENAI_API_KEY']

def get_movie_recs(context, K=5):
  system_prompt=f"""
  Pretend you are a movie recommendation system. I will give you a conversation between a user
  and you (a recommender system). Based on the conversation, reply to me with {K} recommendations
  without extra sentences.
  """
  user_query=f"Here is the conversation:\n{context}"
  response = openai.ChatCompletion.create(
    model="gpt-3.5-turbo",
    messages=[{'role': 'system', 'content': system_prompt}, {'role': 'user', 'content': user_query}],
  )
  return response.choices[0].message.content