diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000000000000000000000000000000000000..260320e0fd6c419db9075b70da9ec94877865468
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,4 @@
+__pycache__
+*.pycache
+*.pyc
+*.env
\ No newline at end of file
diff --git a/__init__.py b/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/app.py b/app.py
new file mode 100644
index 0000000000000000000000000000000000000000..27c4b15075eefd34ba947e126214e7976e1ece62
--- /dev/null
+++ b/app.py
@@ -0,0 +1,129 @@
+import os
+
+import streamlit as st
+
+from utils import validate_pdf
+from styles import apply_custom_styles
+from policy_analyser.analyse import analyse
+
+if 'GPT_KEY' not in os.environ or os.environ.get('GPT_KEY') in [None, '']:
+ os.environ['GPT_KEY'] = st.secrets['GPT_KEY']
+
+def main():
+ # Apply custom styles
+ apply_custom_styles()
+
+ # Header
+ st.markdown("""
+
+ """, unsafe_allow_html=True)
+
+ # File upload section
+ st.markdown('', unsafe_allow_html=True)
+ uploaded_files = st.file_uploader("Choose policy PDF files", type="pdf", accept_multiple_files=True)
+ print(uploaded_files)
+ st.markdown('
', unsafe_allow_html=True)
+
+ if uploaded_files and st.button('Analyse'):
+ # Create tabs for different views
+ tab1, tab2 = st.tabs(["Summary View", "Detailed Comparison"])
+
+ # Store analysis results
+ all_analyses = []
+
+ # Process each uploaded file
+ for uploaded_file in uploaded_files:
+ # Read PDF content
+ pdf_bytes = uploaded_file.read()
+ # displayPDF(pdf_bytes)
+
+ # Validate PDF
+ if not validate_pdf(pdf_bytes):
+ st.error(f"Invalid PDF file: {uploaded_file.name}")
+ continue
+
+ # Show loading state
+ with st.spinner(f"Analyzing {uploaded_file.name}..."):
+ try:
+ # Make API call
+ response = analyse(pdf_bytes, True)
+ analysis = next(
+ (item for item in response if item.get("stage") == "ANALYSE"), None
+ )['response']
+ analysis = analysis.split('[CUSTOMER_RESPONSE]')[-1].split('[/CUSTOMER_RESPONSE]')[0]
+ suggestion = next(
+ (item for item in response if item.get("stage") == "SUGGEST"), None
+ )['response']
+ suggestion = suggestion.split('[POLICY_PITCH]')[-1].split('[/POLICY_PITCH]')[0]
+ # Store results
+ all_analyses.append({
+ 'name': uploaded_file.name,
+ 'analysis' : analysis,
+ 'suggestion' : suggestion
+ })
+
+ except Exception as e:
+ st.error(f"Error analyzing {uploaded_file.name}: {str(e)}")
+
+ # Summary View Tab
+ with tab1:
+ for idx, analysis in enumerate(all_analyses):
+ with st.expander(f"### Policy {idx + 1}: {analysis['name']}"):
+ with st.container():
+ st.markdown(analysis['analysis'])
+ with st.container():
+ st.markdown('# Why Acko? 🚀')
+ st.markdown(analysis['suggestion'])
+
+ # Detailed Comparison Tab
+ with tab2:
+ if len(all_analyses) > 1:
+ # Create comparison matrix
+ factors_to_compare = set()
+ for analysis in all_analyses:
+ factors_to_compare.update(
+ [f.split(':')[0] for f in analysis['good_factors'] +
+ analysis['average_factors'] + analysis['bad_factors']]
+ )
+
+ # Create comparison table
+ st.markdown("### Policy Comparison Matrix")
+
+ comparison_data = []
+ for factor in sorted(factors_to_compare):
+ row = {'Factor': factor}
+ for idx, analysis in enumerate(all_analyses):
+ policy_name = f"Policy {idx + 1}"
+ verdict = 'Not Found'
+ for category in ['good_factors', 'average_factors', 'bad_factors']:
+ for item in analysis[category]:
+ if item.split(':')[0] == factor:
+ verdict = category.split('_')[0].title()
+ break
+ row[policy_name] = verdict
+ comparison_data.append(row)
+
+ # Display comparison table
+ st.table(comparison_data)
+ else:
+ st.info("Upload multiple policies to see comparison")
+
+ # Footer
+ st.markdown("""
+
+
Upload one or more insurance policy PDFs to get detailed analysis and comparison.
+
We support all major insurance providers.
+
', unsafe_allow_html=True)
+ uploaded_files = st.file_uploader("Choose policy PDF files", type="pdf", accept_multiple_files=True)
+ st.markdown('
', unsafe_allow_html=True)
+
+ if uploaded_files:
+ # Create tabs for different views
+ tab1, tab2 = st.tabs(["Summary View", "Detailed Comparison"])
+
+ # Store analysis results
+ all_analyses = []
+
+ # Process each uploaded file
+ for uploaded_file in uploaded_files:
+ # Read PDF content
+ pdf_bytes = uploaded_file.read()
+ # displayPDF(pdf_bytes)
+
+ # Validate PDF
+ if not validate_pdf(pdf_bytes):
+ st.error(f"Invalid PDF file: {uploaded_file.name}")
+ continue
+
+ # Show loading state
+ with st.spinner(f"Analyzing {uploaded_file.name}..."):
+ try:
+ # Make API call
+ response = analyse(pdf_bytes)
+ print(response)
+ summary = next(
+ (item for item in response if item.get("stage") == "ANALYSIS_SUMMARY"), None
+ )['response']
+
+ # Parse response
+ good_factors, average_factors, bad_factors = parse_analysis_response(response)
+
+ # Store results
+ all_analyses.append({
+ 'name': uploaded_file.name,
+ 'good_factors': good_factors,
+ 'average_factors': average_factors,
+ 'bad_factors': bad_factors
+ })
+
+ except Exception as e:
+ st.error(f"Error analyzing {uploaded_file.name}: {str(e)}")
+
+ # Summary View Tab
+ with tab1:
+ for idx, analysis in enumerate(all_analyses):
+ with st.expander(f"### Policy {idx + 1}: {analysis['name']}"):
+ with st.container():
+ cols = st.columns(2)
+ displayed = 0
+ for verdict in ['Good', 'Average', 'Bad']:
+ lst = [f.split(':')[0] for f in analysis[f'{verdict.lower()}_factors']]
+ if len(lst) > 0:
+ title = f'{verdict} Factors'
+ if verdict == 'Good':
+ title += '✅'
+ sentiment = 'Yay!'
+ elif verdict == 'Average':
+ title += '⚠️'
+ sentiment = 'Hmmmm'
+ else:
+ title += '❌'
+ sentiment = 'Meh'
+ cols = st.columns(2)
+ with st.container():
+ with cols[0]:
+ if displayed % 3 == 0:
+ show_factor_section(title, lst, verdict.lower())
+ else:
+ show_factor_summary(summary[verdict], verdict.lower(), sentiment)
+ with cols[1]:
+ if displayed % 3 == 0:
+ show_factor_summary(summary[verdict], verdict.lower(), sentiment)
+ else:
+ show_factor_section(title, lst, verdict.lower())
+ displayed += 1
+
+ st.markdown('-----')
+ # with st.container():
+ # suggestion = next((item for item in response if item.get("stage") == "SUGGEST"), None)['response']
+ # show_factor_summary(suggestion, 'Good', 'What we have ⛑️')
+
+ # Detailed Comparison Tab
+ with tab2:
+ if len(all_analyses) > 1:
+ # Create comparison matrix
+ factors_to_compare = set()
+ for analysis in all_analyses:
+ factors_to_compare.update(
+ [f.split(':')[0] for f in analysis['good_factors'] +
+ analysis['average_factors'] + analysis['bad_factors']]
+ )
+
+ # Create comparison table
+ st.markdown("### Policy Comparison Matrix")
+
+ comparison_data = []
+ for factor in sorted(factors_to_compare):
+ row = {'Factor': factor}
+ for idx, analysis in enumerate(all_analyses):
+ policy_name = f"Policy {idx + 1}"
+ verdict = 'Not Found'
+ for category in ['good_factors', 'average_factors', 'bad_factors']:
+ for item in analysis[category]:
+ if item.split(':')[0] == factor:
+ verdict = category.split('_')[0].title()
+ break
+ row[policy_name] = verdict
+ comparison_data.append(row)
+
+ # Display comparison table
+ st.table(comparison_data)
+ else:
+ st.info("Upload multiple policies to see comparison")
+
+ # Footer
+ st.markdown("""
+
+
Upload one or more insurance policy PDFs to get detailed analysis and comparison.
+
We support all major insurance providers.
+
+
{title}
+
+ {"".join(f'- {factor}
' for factor in factors)}
+
+
+
{name}
+
{explanation}
+
+
{name}
+
{explanation}
+
+
{name}
+
{explanation}
+
+
{sentiment_title}
+
{summary}
+
+