Update app.py
Browse files
app.py
CHANGED
@@ -3,6 +3,7 @@ import json
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import uuid
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import datetime
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import logging
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# Setup logging
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logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
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@@ -17,6 +18,9 @@ except ImportError:
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AutoModelForCausalLM = None
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AutoTokenizer = None
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# Initialize AI model (distilbert as placeholder; replace with fine-tuned model or Mistral-7B)
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model_name = "distilbert-base-uncased" # Lightweight model for demo
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if TRANSFORMERS_AVAILABLE:
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@@ -33,7 +37,7 @@ else:
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model = None
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# Database setup
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conn = sqlite3.connect("erp.db")
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cursor = conn.cursor()
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# Create tables
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@@ -165,7 +169,7 @@ def generate_journal_entry(prompt, follow_up_response=None):
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# Handle ambiguous payment method
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if not payment_method and not follow_up_response:
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return {"status": "clarify", "message": "Wonderful, did you buy on credit? (Yes/No)"}
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# Determine credit account
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credit_account = None
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@@ -245,26 +249,91 @@ def generate_t_account(account_name):
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return t_account
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initialize_chart_of_accounts()
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# Test prompt (cash purchase)
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prompt = "Bought a laptop for $200 on cash"
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result = generate_journal_entry(prompt)
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#
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import uuid
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import datetime
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import logging
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from flask import Flask, request, render_template_string, jsonify
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# Setup logging
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logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
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AutoModelForCausalLM = None
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AutoTokenizer = None
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# Initialize Flask app
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app = Flask(__name__)
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# Initialize AI model (distilbert as placeholder; replace with fine-tuned model or Mistral-7B)
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model_name = "distilbert-base-uncased" # Lightweight model for demo
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if TRANSFORMERS_AVAILABLE:
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model = None
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# Database setup
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conn = sqlite3.connect("erp.db", check_same_thread=False)
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cursor = conn.cursor()
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# Create tables
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# Handle ambiguous payment method
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if not payment_method and not follow_up_response:
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return {"status": "clarify", "message": "Wonderful, did you buy on credit? (Yes/No)", "original_prompt": prompt}
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# Determine credit account
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credit_account = None
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return t_account
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# HTML template for web interface
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HTML_TEMPLATE = """
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<!DOCTYPE html>
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<html>
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<head>
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<title>AI ERP System</title>
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<style>
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body { font-family: Arial, sans-serif; margin: 20px; }
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h1 { color: #333; }
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textarea, input { width: 100%; margin: 10px 0; }
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pre { background: #f4f4f4; padding: 10px; white-space: pre-wrap; }
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.error { color: red; }
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</style>
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</head>
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<body>
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<h1>AI ERP System</h1>
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<h2>Enter Transaction Prompt</h2>
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<form method="POST" action="/process_prompt">
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<textarea name="prompt" rows="4" placeholder="e.g., Bought a laptop for $200 on cash"></textarea>
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<input type="submit" value="Submit Prompt">
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</form>
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{% if result %}
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<h2>Result</h2>
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{% if result.status == 'clarify' %}
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<p>{{ result.message }}</p>
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<form method="POST" action="/process_follow_up">
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<input type="hidden" name="original_prompt" value="{{ result.original_prompt }}">
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<input type="text" name="follow_up" placeholder="Yes/No">
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<input type="submit" value="Submit Response">
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</form>
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{% else %}
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<pre>{{ result }}</pre>
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{% endif %}
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{% endif %}
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<h2>View T-Account</h2>
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<form method="POST" action="/t_account">
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<input type="text" name="account_name" placeholder="e.g., Laptop">
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<input type="submit" value="Generate T-Account">
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</form>
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{% if t_account %}
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<h2>T-Account</h2>
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<pre>{{ t_account }}</pre>
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{% endif %}
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</body>
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</html>
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"""
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# Flask routes
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@app.route("/", methods=["GET", "POST"])
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def index():
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initialize_chart_of_accounts()
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return render_template_string(HTML_TEMPLATE, result=None, t_account=None)
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@app.route("/process_prompt", methods=["POST"])
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def process_prompt():
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prompt = request.form.get("prompt")
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if not prompt:
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return render_template_string(HTML_TEMPLATE, result="No prompt provided.", t_account=None)
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result = generate_journal_entry(prompt)
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return render_template_string(HTML_TEMPLATE, result=result, t_account=None)
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@app.route("/process_follow_up", methods=["POST"])
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def process_follow_up():
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original_prompt = request.form.get("original_prompt")
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follow_up = request.form.get("follow_up")
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if not original_prompt or not follow_up:
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return render_template_string(HTML_TEMPLATE, result="Missing prompt or response.", t_account=None)
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result = generate_journal_entry(original_prompt, follow_up)
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return render_template_string(HTML_TEMPLATE, result=result, t_account=None)
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@app.route("/t_account", methods=["POST"])
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def t_account():
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account_name = request.form.get("account_name")
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if not account_name:
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return render_template_string(HTML_TEMPLATE, result=None, t_account="No account name provided.")
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t_account = generate_t_account(account_name)
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return render_template_string(HTML_TEMPLATE, result=None, t_account=t_account)
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# Run the app
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if __name__ == "__main__":
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# Initialize chart of accounts
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initialize_chart_of_accounts()
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# Run Flask app (use port 7860 for Hugging Face Spaces)
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app.run(host="0.0.0.0", port=7860, debug=False)
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