Synced repo using 'sync_with_huggingface' Github Action
Browse files- __pycache__/fact_checker.cpython-310.pyc +0 -0
- __pycache__/fact_checker.cpython-313.pyc +0 -0
- app.py +174 -68
__pycache__/fact_checker.cpython-310.pyc
CHANGED
|
Binary files a/__pycache__/fact_checker.cpython-310.pyc and b/__pycache__/fact_checker.cpython-310.pyc differ
|
|
|
__pycache__/fact_checker.cpython-313.pyc
ADDED
|
Binary file (7.99 kB). View file
|
|
|
app.py
CHANGED
|
@@ -45,7 +45,24 @@ def initialize_services():
|
|
| 45 |
)
|
| 46 |
|
| 47 |
def main():
|
| 48 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 49 |
checker = initialize_services()
|
| 50 |
|
| 51 |
# Initialize session state variables
|
|
@@ -56,74 +73,163 @@ def main():
|
|
| 56 |
if "result" not in st.session_state:
|
| 57 |
st.session_state.result = None
|
| 58 |
|
| 59 |
-
|
| 60 |
-
|
| 61 |
-
|
| 62 |
-
|
| 63 |
-
|
| 64 |
-
|
| 65 |
-
|
| 66 |
-
|
| 67 |
-
|
| 68 |
-
|
| 69 |
-
|
| 70 |
-
|
| 71 |
-
|
| 72 |
-
|
| 73 |
-
|
| 74 |
-
|
| 75 |
-
|
| 76 |
-
|
| 77 |
-
|
| 78 |
-
|
| 79 |
-
|
| 80 |
-
|
| 81 |
-
|
| 82 |
-
|
| 83 |
-
|
| 84 |
-
|
| 85 |
-
|
| 86 |
-
|
| 87 |
-
|
| 88 |
-
|
| 89 |
-
|
| 90 |
-
|
| 91 |
-
|
| 92 |
-
|
| 93 |
-
|
| 94 |
-
|
| 95 |
-
|
| 96 |
-
|
| 97 |
-
|
| 98 |
-
|
| 99 |
-
|
| 100 |
-
|
| 101 |
-
|
| 102 |
-
|
| 103 |
-
|
| 104 |
-
|
| 105 |
-
|
| 106 |
-
|
| 107 |
-
|
| 108 |
-
|
| 109 |
-
|
| 110 |
-
|
| 111 |
-
|
| 112 |
-
|
| 113 |
-
|
| 114 |
-
|
| 115 |
-
|
| 116 |
-
|
| 117 |
-
|
| 118 |
-
|
| 119 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 120 |
|
| 121 |
-
|
| 122 |
-
|
| 123 |
-
|
| 124 |
-
st.
|
| 125 |
-
|
| 126 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 127 |
|
| 128 |
|
| 129 |
if __name__ == "__main__":
|
|
|
|
| 45 |
)
|
| 46 |
|
| 47 |
def main():
|
| 48 |
+
# Add sticky title using HTML and CSS
|
| 49 |
+
st.markdown("""
|
| 50 |
+
<style>
|
| 51 |
+
.sticky-title {
|
| 52 |
+
position: sticky;
|
| 53 |
+
top: 0;
|
| 54 |
+
z-index: 999;
|
| 55 |
+
background: white;
|
| 56 |
+
padding-top: 1rem;
|
| 57 |
+
padding-bottom: 1rem;
|
| 58 |
+
margin-bottom: 1rem;
|
| 59 |
+
border-bottom: 2px solid #f0f0f0;
|
| 60 |
+
}
|
| 61 |
+
</style>
|
| 62 |
+
<div class="sticky-title">
|
| 63 |
+
<h1>π Fact Checker</h1>
|
| 64 |
+
</div>
|
| 65 |
+
""", unsafe_allow_html=True)
|
| 66 |
checker = initialize_services()
|
| 67 |
|
| 68 |
# Initialize session state variables
|
|
|
|
| 73 |
if "result" not in st.session_state:
|
| 74 |
st.session_state.result = None
|
| 75 |
|
| 76 |
+
# --- Custom CSS for wider columns and better visuals ---
|
| 77 |
+
st.markdown("""
|
| 78 |
+
<style>
|
| 79 |
+
/* Reduce max-width and remove side paddings/margins for full width */
|
| 80 |
+
.block-container {
|
| 81 |
+
padding-top: 1rem;
|
| 82 |
+
padding-bottom: 1rem;
|
| 83 |
+
max-width: 100% !important;
|
| 84 |
+
padding-left: 1rem !important;
|
| 85 |
+
padding-right: 1rem !important;
|
| 86 |
+
}
|
| 87 |
+
|
| 88 |
+
/* Remove default margins on main content to reduce gaps */
|
| 89 |
+
main > div {
|
| 90 |
+
margin-left: 0 !important;
|
| 91 |
+
margin-right: 0 !important;
|
| 92 |
+
}
|
| 93 |
+
|
| 94 |
+
/* Stretch columns fully */
|
| 95 |
+
.css-1kyxreq, .css-1r6slb0 {
|
| 96 |
+
width: 100% !important;
|
| 97 |
+
}
|
| 98 |
+
|
| 99 |
+
/* Style the DataFrame container for full width */
|
| 100 |
+
.stDataFrame {
|
| 101 |
+
background: #f9f9f9 !important;
|
| 102 |
+
border-radius: 12px;
|
| 103 |
+
border: 1px solid #e0e0e0;
|
| 104 |
+
padding: 0.5rem;
|
| 105 |
+
width: 100% !important;
|
| 106 |
+
}
|
| 107 |
+
|
| 108 |
+
/* Style input area */
|
| 109 |
+
textarea, input[type="text"] {
|
| 110 |
+
border: 2px solid #4CAF50 !important;
|
| 111 |
+
border-radius: 6px !important;
|
| 112 |
+
font-size: 1.1rem !important;
|
| 113 |
+
background: #f4f8fc !important;
|
| 114 |
+
width: 100% !important;
|
| 115 |
+
}
|
| 116 |
+
|
| 117 |
+
/* Style buttons */
|
| 118 |
+
button[kind="primary"] {
|
| 119 |
+
background: #4CAF50 !important;
|
| 120 |
+
color: white !important;
|
| 121 |
+
border-radius: 6px !important;
|
| 122 |
+
font-weight: bold !important;
|
| 123 |
+
}
|
| 124 |
+
|
| 125 |
+
/* Style scrollbars for DataFrame */
|
| 126 |
+
::-webkit-scrollbar {
|
| 127 |
+
width: 8px;
|
| 128 |
+
background: #f0f0f0;
|
| 129 |
+
}
|
| 130 |
+
::-webkit-scrollbar-thumb {
|
| 131 |
+
background: #bdbdbd;
|
| 132 |
+
border-radius: 4px;
|
| 133 |
+
}
|
| 134 |
+
</style>
|
| 135 |
+
""", unsafe_allow_html=True)
|
| 136 |
+
|
| 137 |
+
|
| 138 |
+
# --- Layout ---
|
| 139 |
+
spacer_col, left_col, right_col ,right_space= st.columns([1,9, 7,1], gap="large")
|
| 140 |
+
|
| 141 |
+
with left_col:
|
| 142 |
+
claim = st.text_area("Enter a claim to verify:", height=150)
|
| 143 |
+
confidence_threshold = st.slider("Confidence Threshold", 0.0, 1.0, 0.5, 0.05)
|
| 144 |
+
|
| 145 |
+
if st.button("Verify Claim"):
|
| 146 |
+
if not claim.strip():
|
| 147 |
+
st.error("Please enter a claim to verify")
|
| 148 |
+
return
|
| 149 |
+
|
| 150 |
+
with st.spinner("Analyzing..."):
|
| 151 |
+
# Store result in session state
|
| 152 |
+
st.session_state.result = checker.verify_claim(claim, confidence_threshold)
|
| 153 |
+
st.session_state.last_claim = claim
|
| 154 |
+
st.session_state.feedback_submitted = False # Reset feedback state for new claim
|
| 155 |
+
|
| 156 |
+
# Display results from session state
|
| 157 |
+
if st.session_state.result:
|
| 158 |
+
result = st.session_state.result
|
| 159 |
+
if "error" in result:
|
| 160 |
+
st.error(f"Error: {result['error']}")
|
| 161 |
+
if "raw_response" in result:
|
| 162 |
+
with st.expander("Show raw LLM response"):
|
| 163 |
+
st.code(result["raw_response"])
|
| 164 |
+
else:
|
| 165 |
+
# Display verdict
|
| 166 |
+
verdict_color = {
|
| 167 |
+
"True": "green",
|
| 168 |
+
"False": "red",
|
| 169 |
+
"Unverifiable": "orange"
|
| 170 |
+
}.get(result["verdict"], "gray")
|
| 171 |
+
st.markdown(f"**Verdict:** :{verdict_color}[{result['verdict']}]")
|
| 172 |
+
|
| 173 |
+
# Display confidence score
|
| 174 |
+
st.metric("Confidence Score", f"{result.get('confidence', 0):.2f}")
|
| 175 |
+
|
| 176 |
+
# Display evidence
|
| 177 |
+
with st.expander("View Supporting Evidence"):
|
| 178 |
+
for idx, evidence in enumerate(result.get("evidence", []), 1):
|
| 179 |
+
st.markdown(f"{idx}. {evidence}")
|
| 180 |
+
|
| 181 |
+
# Display reasoning
|
| 182 |
+
st.markdown("**Analysis:**")
|
| 183 |
+
st.write(result.get("reasoning", "No reasoning provided"))
|
| 184 |
+
|
| 185 |
+
# Feedback system
|
| 186 |
+
feedback_key = f"feedback_radio_{st.session_state.last_claim}"
|
| 187 |
+
if not st.session_state.feedback_submitted:
|
| 188 |
+
feedback = st.radio(
|
| 189 |
+
"Was this analysis helpful?",
|
| 190 |
+
["", "π Yes", "π No"],
|
| 191 |
+
horizontal=True,
|
| 192 |
+
key=feedback_key
|
| 193 |
+
)
|
| 194 |
+
|
| 195 |
+
if feedback:
|
| 196 |
+
store_feedback_csv(st.session_state.last_claim, result, feedback)
|
| 197 |
+
st.session_state.feedback_submitted = True
|
| 198 |
+
st.rerun() # Use st.rerun() instead of experimental_rerun()
|
| 199 |
+
else:
|
| 200 |
+
st.success("Thank you for your feedback! Your input helps improve the system.")
|
| 201 |
+
|
| 202 |
+
with right_col:
|
| 203 |
+
|
| 204 |
+
st.markdown("### π All Claims")
|
| 205 |
+
try:
|
| 206 |
+
df = pd.read_csv("data/pib_titles.csv")["title"].to_frame()
|
| 207 |
+
if not df.empty:
|
| 208 |
+
st.markdown("""
|
| 209 |
+
<style>
|
| 210 |
+
.scrollable-cell {
|
| 211 |
+
overflow-x: auto;
|
| 212 |
+
white-space: nowrap;
|
| 213 |
+
max-width: 100%;
|
| 214 |
+
border: 1px solid #eee;
|
| 215 |
+
padding: 6px 8px;
|
| 216 |
+
font-family: monospace;
|
| 217 |
+
background: #fafafa;
|
| 218 |
+
}
|
| 219 |
+
</style>
|
| 220 |
+
""", unsafe_allow_html=True)
|
| 221 |
+
|
| 222 |
|
| 223 |
+
|
| 224 |
+
# Render each row as a scrollable div
|
| 225 |
+
for idx, row in df.iterrows():
|
| 226 |
+
st.markdown(
|
| 227 |
+
f'<div class="scrollable-cell">{row["title"]}</div>',
|
| 228 |
+
unsafe_allow_html=True
|
| 229 |
+
)
|
| 230 |
+
except Exception as e:
|
| 231 |
+
st.warning(f"Unable to display full dataset: {e}")
|
| 232 |
+
|
| 233 |
|
| 234 |
|
| 235 |
if __name__ == "__main__":
|