samim2024 commited on
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115765e
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1 Parent(s): f956111

Update utils.py

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  1. utils.py +5 -3
utils.py CHANGED
@@ -3,15 +3,17 @@ from langchain_experimental.agents import create_pandas_dataframe_agent
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  import pandas as pd
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  #from langchain.llms import OpenAI
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  #New import from langchain, which replaces the above
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- from langchain_openai import OpenAI
 
 
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  def query_agent(data, query):
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  # Parse the CSV file and create a Pandas DataFrame from its contents.
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  df = pd.read_csv(data)
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- llm = OpenAI()
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-
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  # Create a Pandas DataFrame agent.
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  agent = create_pandas_dataframe_agent(llm, df, verbose=True)
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  import pandas as pd
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  #from langchain.llms import OpenAI
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  #New import from langchain, which replaces the above
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+ #from langchain_openai import OpenAI
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+ from langchain.llms import HuggingFaceEndpoint
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+ from langchain.llms import huggingface_hub
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  def query_agent(data, query):
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  # Parse the CSV file and create a Pandas DataFrame from its contents.
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  df = pd.read_csv(data)
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+ #llm = OpenAI()
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+ llm = HuggingFaceEndpoint(repo_id="mistralai/Mistral-7B-Instruct-v0.2", temperature=0.9)
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  # Create a Pandas DataFrame agent.
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  agent = create_pandas_dataframe_agent(llm, df, verbose=True)
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