from langchain.llms import AzureOpenAI

llms = AzureOpenAI( temperature=0,deployment_name="gpt3turbo".......)

toolkit = SQLDatabaseToolkit(db=db,llm=llms)

ValidationError: 1 validation error for SQLDatabaseToolkit

llm

  value is not a valid dict (type=type_error.dict)

pip install langchain 

pip install openai

pip install psycopg2

from langchain.agents import create_sql_agent 

from langchain.agents.agent_toolkits import SQLDatabaseToolkit 

from langchain.sql_database import SQLDatabase 

from langchain.llms.openai import OpenAI 

from langchain.agents import AgentExecutor 

from langchain.agents.agent_types import AgentType

from langchain.chat_models import ChatOpenAI

pg = f"postgresql+psycopg2://{username}:{password}@{host}:{port}/{mydatabase}"

db = SQLDatabase.from_uri(pg_uri)

OPENAI_API_KEY = "your OpenAI key"

gpt = OpenAI(temperature=0, openai_api_key=OPENAI_API_KEY, model_name='gpt-3.5-turbo')

toolkit = SQLDatabaseToolkit(db=db, llm=gpt)