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from langchain import SQLDatabase
from langchain . chat_models import ChatOpenAI
from langchain . agents import create_sql_agent
from langchain . agents . agent_toolkits import SQLDatabaseToolkit
from sqlalchemy import create_engine
OPENAI_API = " 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 "
engine = create_engine ( ' sqlite:///events.db ' )
db = SQLDatabase ( engine )
chat = ChatOpenAI ( model_name = " gpt-3.5-turbo " , temperature = 0.2 , openai_api_key = OPENAI_API )
toolkit = SQLDatabaseToolkit ( db = db , llm = chat )
db_agent_toolkit = create_sql_agent (
llm = chat ,
toolkit = toolkit ,
max_iterations = 3 ,
verbose = True
)
# Т У Т
YOUT_REQUEST = " get my events "
LLM_RESPONCE = db_agent_toolkit ( YOUT_REQUEST )
print ( LLM_RESPONCE )
