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Update app.py
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app.py
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@@ -4,10 +4,18 @@ import gradio as gr
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from langchain.agents.agent_types import AgentType
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from langchain_experimental.agents.agent_toolkits import create_pandas_dataframe_agent
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from langchain_openai import ChatOpenAI
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from sklearn.datasets import fetch_openml
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gpt35 = ChatOpenAI(
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model_name="gpt-3.5-turbo",
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api_key=os.environ["OPENAI_API_KEY"],
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@@ -17,7 +25,7 @@ gpt35 = ChatOpenAI(
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bank_data, _ = fetch_openml(data_id=43718, return_X_y=True, parser="auto")
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pandas_agent = create_pandas_dataframe_agent(
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llm=
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df=bank_data,
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verbose=False,
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agent_type=AgentType.OPENAI_FUNCTIONS,
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from langchain.agents.agent_types import AgentType
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from langchain_experimental.agents.agent_toolkits import create_pandas_dataframe_agent
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from langchain_openai import ChatOpenAI, AzureChatOpenAI
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from sklearn.datasets import fetch_openml
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gpt4o_azure = AzureChatOpenAI(
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model_name='gpt-4o-mini',
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api_key=os.environ["AZURE_OPENAI_KEY"],
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azure_endpoint=os.environ["AZURE_OPENAI_ENDPOINT"],
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api_version="2024-02-01",
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temperature=0
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)
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gpt35 = ChatOpenAI(
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model_name="gpt-3.5-turbo",
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api_key=os.environ["OPENAI_API_KEY"],
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bank_data, _ = fetch_openml(data_id=43718, return_X_y=True, parser="auto")
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pandas_agent = create_pandas_dataframe_agent(
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llm=gpt4o_azure,
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df=bank_data,
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verbose=False,
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agent_type=AgentType.OPENAI_FUNCTIONS,
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