from adaptable_agents import AdaptableOpenAIClient
from openai import OpenAI

# Simply wrap your existing OpenAI client
openai_client = OpenAI()  # Uses OPENAI_API_KEY from environment or your existing client
client = AdaptableOpenAIClient(
    adaptable_api_key="your-adaptable-api-key",
    api_base_url="https://api.adaptable-agents.com",
    openai_client=openai_client,
    memory_scope_path="my-project/task-name",
)

# Enable adaptable agents (True by default, but explicit for clarity)
client.enable_adaptable_agents = True

# Use it exactly like the OpenAI client - no code changes needed!
response = client.chat.completions.create(
    model="gpt-4o-mini",
    messages=[{"role": "user", "content": "apply arithmetic operators to convert these numbers to 24: 4, 7, 8, 8"}]
)

print(response.choices[0].message.content)
# The client automatically learns from each interaction to improve future responses