robertselvam commited on
Commit
00a5144
·
1 Parent(s): 9c7e962

Update app.py

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Files changed (1) hide show
  1. app.py +11 -5
app.py CHANGED
@@ -134,11 +134,17 @@ class ChatDocumentQA:
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  vectorstore = self._create_vector_store_from_text_chunks(text_chunks)
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  return "file uploaded", {"knowledge_base": vectorstore}
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  elif file_extension == '.csv':
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- df = pd.read_csv(file_path)
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- pd_agent = create_pandas_dataframe_agent(OpenAI(temperature=0), df, verbose=True)
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- tools = self.get_agent_tools(pd_agent)
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- memory,tools,prompt = self.create_memory_for_csv_qa(tools)
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- agent_chain = self.create_agent_chain_for_csv_qa(memory,tools,prompt)
 
 
 
 
 
 
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  return "file uploaded", {"knowledge_base": agent_chain}
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  else:
 
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  vectorstore = self._create_vector_store_from_text_chunks(text_chunks)
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  return "file uploaded", {"knowledge_base": vectorstore}
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  elif file_extension == '.csv':
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+ # df = pd.read_csv(file_path)
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+ # pd_agent = create_pandas_dataframe_agent(OpenAI(temperature=0), df, verbose=True)
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+ # tools = self.get_agent_tools(pd_agent)
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+ # memory,tools,prompt = self.create_memory_for_csv_qa(tools)
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+ # agent_chain = self.create_agent_chain_for_csv_qa(memory,tools,prompt)
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+ agent_chain = create_csv_agent(
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+ OpenAI(temperature=0),
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+ file_path,
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+ verbose=True,
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+ agent_type=AgentType.ZERO_SHOT_REACT_DESCRIPTION,
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+ )
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  return "file uploaded", {"knowledge_base": agent_chain}
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  else: