dawid-lorek commited on
Commit
c09e7e2
·
verified ·
1 Parent(s): fde864c

Update agent.py

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Files changed (1) hide show
  1. agent.py +45 -0
agent.py CHANGED
@@ -1,6 +1,8 @@
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  import os
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  import re
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  import requests
 
 
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  from openai import OpenAI
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  from duckduckgo_search import DDGS
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@@ -34,7 +36,50 @@ class BasicAgent:
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  except Exception as e:
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  return ""
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  def __call__(self, question: str, task_id: str = None) -> str:
 
 
 
 
 
 
 
 
 
 
 
 
 
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  search_snippet = self.web_search(question)
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  prompt = PROMPT + f"\n\nWeb search results:\n{search_snippet}\n\nQuestion: {question}"
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  response = self.llm.chat.completions.create(
 
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  import os
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  import re
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  import requests
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+ import tempfile
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+ import pandas as pd
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  from openai import OpenAI
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  from duckduckgo_search import DDGS
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  except Exception as e:
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  return ""
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+ def excel_tool(self, file_url: str) -> str:
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+ try:
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+ r = requests.get(file_url, timeout=20)
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+ r.raise_for_status()
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+ with tempfile.NamedTemporaryFile(suffix=".xlsx", delete=False) as f:
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+ f.write(r.content)
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+ f.flush()
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+ excel_path = f.name
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+ df = pd.read_excel(excel_path)
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+ # Simple heuristic: try to sum 'Sales' where 'Type' == 'food'
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+ if "Type" in df.columns and "Sales" in df.columns:
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+ total = df[df["Type"].str.lower() == "food"]["Sales"].sum()
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+ return f"{round(total, 2)}"
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+ # Fallback: sum all numeric columns
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+ total = df.select_dtypes(include='number').sum().sum()
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+ return f"{round(total, 2)}"
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+ except Exception as e:
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+ return "Unable to read Excel file"
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+
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+ def fetch_file_url(self, task_id):
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+ DEFAULT_API_URL = "https://agents-course-unit4-scoring.hf.space"
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+ try:
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+ url = f"{DEFAULT_API_URL}/files/{task_id}"
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+ r = requests.head(url, timeout=5)
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+ if r.status_code == 200:
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+ return url
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+ except Exception:
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+ pass
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+ return None
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+
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  def __call__(self, question: str, task_id: str = None) -> str:
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+ # If there is a file, and question looks like Excel/data, use excel_tool
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+ file_url = self.fetch_file_url(task_id) if task_id else None
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+ answer = None
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+
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+ if file_url and ("excel" in question.lower() or "spreadsheet" in question.lower() or "file" in question.lower()):
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+ try:
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+ excel_result = self.excel_tool(file_url)
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+ if excel_result and "unable" not in excel_result.lower():
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+ return excel_result
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+ except Exception:
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+ pass # Fall back to search+llm
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+
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+ # Otherwise, use web search + LLM
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  search_snippet = self.web_search(question)
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  prompt = PROMPT + f"\n\nWeb search results:\n{search_snippet}\n\nQuestion: {question}"
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  response = self.llm.chat.completions.create(