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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
)
# ТУТ НАПИШИ СВОГО ТГ БОТА
YOUT_REQUEST = "get my events"
LLM_RESPONCE = db_agent_toolkit(YOUT_REQUEST)
print(LLM_RESPONCE)