Create app.py
Browse files
app.py
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# app.py
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import streamlit as st
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from transformers import pipeline
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from datetime import datetime
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import uuid
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# Initialize Hugging Face pipeline
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prompt_generator = pipeline("text-generation", model="gpt2")
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# Basic structure for storing transactions
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if 'transactions' not in st.session_state:
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st.session_state.transactions = []
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# App Title
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st.title("AI Prompt-based ERP System")
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# User onboarding and initial configuration
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st.sidebar.header("Business Setup")
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company_name = st.sidebar.text_input("Company Name")
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industry = st.sidebar.text_input("Industry")
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if st.sidebar.button("Generate Chart of Accounts"):
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coa_prompt = f"Generate a basic chart of accounts for a {industry} company named {company_name}."
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coa = prompt_generator(coa_prompt, max_length=100, num_return_sequences=1)[0]['generated_text']
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st.sidebar.write("**Suggested Chart of Accounts:**")
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st.sidebar.write(coa)
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# Transaction input
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st.header("Record a Transaction")
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user_prompt = st.text_area("Describe your transaction (e.g., 'I paid $30,000 in shop tax today'):")
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if st.button("Generate Accounting Entry") and user_prompt:
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full_prompt = f"Create accounting entry from prompt: '{user_prompt}'"
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generated_entry = prompt_generator(full_prompt, max_length=100, num_return_sequences=1)[0]['generated_text']
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# Generate unique transaction ID
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transaction_id = str(uuid.uuid4())[:8]
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# Record transaction
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transaction = {
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"id": transaction_id,
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"date": datetime.now().strftime("%Y-%m-%d"),
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"description": user_prompt,
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"entry": generated_entry
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}
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st.session_state.transactions.append(transaction)
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st.success(f"Transaction recorded with ID: {transaction_id}")
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# Display recorded transactions
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st.header("Transaction Records")
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if st.session_state.transactions:
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for trans in st.session_state.transactions:
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st.subheader(f"Transaction ID: {trans['id']}")
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st.write(f"**Date:** {trans['date']}")
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st.write(f"**Description:** {trans['description']}")
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st.write(f"**Generated Entry:** {trans['entry']}")
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st.markdown("---")
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else:
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st.write("No transactions recorded yet.")
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# Option to clear transactions
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if st.button("Clear All Transactions"):
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st.session_state.transactions.clear()
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st.warning("All transactions cleared.")
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