Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
@@ -5,6 +5,167 @@ from groq import Groq
|
|
5 |
import os
|
6 |
from duckduckgo_search import DDGS
|
7 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
8 |
class DuckDuckGoSearch:
|
9 |
"""
|
10 |
Custom DuckDuckGo search implementation with robust error handling and result processing.
|
@@ -125,22 +286,36 @@ def log_agent_activity(prompt: str, result: str, agent_name: str):
|
|
125 |
Creates an expandable log of agent activities in the Streamlit interface
|
126 |
for transparency and debugging purposes.
|
127 |
"""
|
128 |
-
with st.expander("View Agent Activity Log"):
|
129 |
st.write(f"### Agent Activity ({agent_name}):")
|
130 |
st.write("**Input Prompt:**")
|
131 |
st.code(prompt, language="text")
|
132 |
st.write("**Analysis Output:**")
|
133 |
st.code(result, language="text")
|
134 |
|
135 |
-
#
|
136 |
-
st.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
137 |
|
138 |
-
#
|
139 |
-
st.
|
140 |
-
st.write("""
|
141 |
-
This tool combines the power of Ai Agent. Get comprehensive insights and multiple
|
142 |
-
perspectives on any news topic.
|
143 |
-
""")
|
144 |
|
145 |
# Initialize the components
|
146 |
try:
|
@@ -148,83 +323,153 @@ try:
|
|
148 |
llm = GroqLLM()
|
149 |
search_tool = DuckDuckGoSearch()
|
150 |
|
151 |
-
# Input section
|
152 |
news_topic = st.text_input(
|
153 |
-
"
|
154 |
-
placeholder="E.g., Recent developments in renewable energy"
|
155 |
)
|
156 |
|
157 |
-
# Analysis options
|
158 |
-
col1, col2 = st.columns(2)
|
|
|
159 |
with col1:
|
160 |
search_depth = st.slider(
|
161 |
-
"Search Depth
|
162 |
min_value=3,
|
163 |
max_value=10,
|
164 |
-
value=5
|
|
|
165 |
)
|
|
|
166 |
with col2:
|
167 |
analysis_type = st.selectbox(
|
168 |
"Analysis Type",
|
169 |
-
["Comprehensive", "Quick Summary", "Technical", "Simplified"]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
170 |
)
|
171 |
|
172 |
# Generate analysis button
|
173 |
-
|
174 |
-
|
175 |
-
|
176 |
-
|
177 |
-
|
178 |
-
|
179 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
180 |
|
181 |
-
#
|
182 |
-
|
183 |
-
|
184 |
-
|
185 |
-
)
|
|
|
|
|
|
|
186 |
|
187 |
-
|
188 |
-
|
189 |
-
|
190 |
-
|
191 |
-
|
192 |
-
|
193 |
-
|
194 |
-
|
195 |
-
analysis_result = llm(analysis_prompt)
|
196 |
-
|
197 |
-
# Clear progress messages
|
198 |
-
search_placeholder.empty()
|
199 |
-
|
200 |
-
# Display results
|
201 |
-
st.subheader("π Analysis Results")
|
202 |
st.markdown(analysis_result)
|
203 |
-
|
204 |
-
|
205 |
-
|
206 |
-
|
207 |
-
|
208 |
-
|
209 |
-
|
210 |
-
|
211 |
-
|
212 |
-
|
213 |
-
|
214 |
-
|
215 |
-
|
216 |
-
|
217 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
218 |
|
219 |
-
#
|
220 |
-
|
221 |
-
|
222 |
-
|
223 |
-
|
224 |
-
|
225 |
-
|
226 |
-
|
|
|
|
|
|
|
227 |
""")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
228 |
|
229 |
except Exception as e:
|
230 |
st.error(f"""
|
@@ -237,9 +482,17 @@ except Exception as e:
|
|
237 |
3. You have internet connectivity for DuckDuckGo searches
|
238 |
""")
|
239 |
|
240 |
-
# Footer
|
241 |
st.markdown("---")
|
242 |
-
st.
|
243 |
-
|
244 |
-
"
|
245 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
5 |
import os
|
6 |
from duckduckgo_search import DDGS
|
7 |
|
8 |
+
# Set page configuration with wider layout and custom theme
|
9 |
+
st.set_page_config(
|
10 |
+
page_title="Z-Agent News Analysis",
|
11 |
+
layout="wide",
|
12 |
+
initial_sidebar_state="collapsed",
|
13 |
+
page_icon="π"
|
14 |
+
)
|
15 |
+
|
16 |
+
# Custom CSS for Google DeepMind-inspired styling
|
17 |
+
st.markdown("""
|
18 |
+
<style>
|
19 |
+
/* Global font and color scheme */
|
20 |
+
@import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&display=swap');
|
21 |
+
|
22 |
+
html, body, [class*="css"] {
|
23 |
+
font-family: 'Inter', sans-serif;
|
24 |
+
}
|
25 |
+
|
26 |
+
/* Header styling */
|
27 |
+
h1 {
|
28 |
+
color: #101010;
|
29 |
+
font-weight: 700 !important;
|
30 |
+
margin-bottom: 1rem !important;
|
31 |
+
letter-spacing: -0.5px;
|
32 |
+
}
|
33 |
+
|
34 |
+
h2, h3 {
|
35 |
+
font-weight: 600 !important;
|
36 |
+
color: #202020;
|
37 |
+
letter-spacing: -0.3px;
|
38 |
+
}
|
39 |
+
|
40 |
+
/* Container styling */
|
41 |
+
.main .block-container {
|
42 |
+
padding-top: 2rem;
|
43 |
+
padding-bottom: 2rem;
|
44 |
+
max-width: 1200px;
|
45 |
+
}
|
46 |
+
|
47 |
+
/* Card-like sections */
|
48 |
+
.card {
|
49 |
+
background-color: white;
|
50 |
+
border-radius: 12px;
|
51 |
+
padding: 1.5rem;
|
52 |
+
box-shadow: 0 4px 12px rgba(0, 0, 0, 0.05);
|
53 |
+
margin-bottom: 1.5rem;
|
54 |
+
}
|
55 |
+
|
56 |
+
/* Button styling */
|
57 |
+
.stButton > button {
|
58 |
+
background-color: #1a73e8;
|
59 |
+
color: white;
|
60 |
+
border: none;
|
61 |
+
border-radius: 6px;
|
62 |
+
padding: 0.6rem 1.2rem;
|
63 |
+
font-weight: 500;
|
64 |
+
transition: all 0.3s;
|
65 |
+
width: 100%;
|
66 |
+
}
|
67 |
+
|
68 |
+
.stButton > button:hover {
|
69 |
+
background-color: #1765cc;
|
70 |
+
box-shadow: 0 2px 10px rgba(26, 115, 232, 0.2);
|
71 |
+
}
|
72 |
+
|
73 |
+
/* Input field styling */
|
74 |
+
.stTextInput input, .stSelectbox div[data-baseweb="select"] div, .stSlider div[data-baseweb="slider"] {
|
75 |
+
border-radius: 6px;
|
76 |
+
border: 1px solid #E0E0E0;
|
77 |
+
}
|
78 |
+
|
79 |
+
.stTextInput input:focus, .stSelectbox div[data-baseweb="select"] div:focus {
|
80 |
+
border-color: #1a73e8;
|
81 |
+
box-shadow: 0 0 0 2px rgba(26, 115, 232, 0.2);
|
82 |
+
}
|
83 |
+
|
84 |
+
/* Analysis result styling */
|
85 |
+
.analysis-result {
|
86 |
+
background-color: #F8F9FA;
|
87 |
+
border-radius: 12px;
|
88 |
+
padding: 1.5rem;
|
89 |
+
border-left: 4px solid #1a73e8;
|
90 |
+
}
|
91 |
+
|
92 |
+
/* Expand/collapse sections */
|
93 |
+
.streamlit-expanderHeader {
|
94 |
+
font-weight: 500;
|
95 |
+
color: #5f6368;
|
96 |
+
}
|
97 |
+
|
98 |
+
/* Spinner/progress styling */
|
99 |
+
.stSpinner > div {
|
100 |
+
border-color: #1a73e8 transparent transparent !important;
|
101 |
+
}
|
102 |
+
|
103 |
+
/* Footer styling */
|
104 |
+
footer {
|
105 |
+
border-top: 1px solid #F0F0F0;
|
106 |
+
padding-top: 1rem;
|
107 |
+
color: #5f6368;
|
108 |
+
font-size: 0.8rem;
|
109 |
+
}
|
110 |
+
|
111 |
+
/* Logo and branding */
|
112 |
+
.logo-text {
|
113 |
+
font-weight: 600;
|
114 |
+
background: linear-gradient(90deg, #1a73e8, #8ab4f8);
|
115 |
+
-webkit-background-clip: text;
|
116 |
+
-webkit-text-fill-color: transparent;
|
117 |
+
font-size: 2.2rem;
|
118 |
+
letter-spacing: -1px;
|
119 |
+
}
|
120 |
+
|
121 |
+
/* Sections */
|
122 |
+
.section-header {
|
123 |
+
font-size: 1.2rem;
|
124 |
+
font-weight: 500;
|
125 |
+
margin-top: 1.5rem;
|
126 |
+
margin-bottom: 1rem;
|
127 |
+
color: #202124;
|
128 |
+
}
|
129 |
+
|
130 |
+
/* Source links */
|
131 |
+
a {
|
132 |
+
color: #1a73e8;
|
133 |
+
text-decoration: none;
|
134 |
+
}
|
135 |
+
|
136 |
+
a:hover {
|
137 |
+
text-decoration: underline;
|
138 |
+
}
|
139 |
+
|
140 |
+
/* Tabs for analysis results */
|
141 |
+
.stTabs [data-baseweb="tab-list"] {
|
142 |
+
gap: 2px;
|
143 |
+
}
|
144 |
+
|
145 |
+
.stTabs [data-baseweb="tab"] {
|
146 |
+
background-color: transparent;
|
147 |
+
border-radius: 4px 4px 0px 0px;
|
148 |
+
color: #5f6368;
|
149 |
+
padding: 10px 16px;
|
150 |
+
}
|
151 |
+
|
152 |
+
.stTabs [aria-selected="true"] {
|
153 |
+
background-color: white !important;
|
154 |
+
color: #1a73e8 !important;
|
155 |
+
border-bottom: 2px solid #1a73e8;
|
156 |
+
}
|
157 |
+
|
158 |
+
/* Info boxes */
|
159 |
+
.info-box {
|
160 |
+
background-color: #E8F0FE;
|
161 |
+
border-radius: 8px;
|
162 |
+
padding: 1rem;
|
163 |
+
border-left: 4px solid #1a73e8;
|
164 |
+
margin-bottom: 1rem;
|
165 |
+
}
|
166 |
+
</style>
|
167 |
+
""", unsafe_allow_html=True)
|
168 |
+
|
169 |
class DuckDuckGoSearch:
|
170 |
"""
|
171 |
Custom DuckDuckGo search implementation with robust error handling and result processing.
|
|
|
286 |
Creates an expandable log of agent activities in the Streamlit interface
|
287 |
for transparency and debugging purposes.
|
288 |
"""
|
289 |
+
with st.expander("π View Agent Activity Log"):
|
290 |
st.write(f"### Agent Activity ({agent_name}):")
|
291 |
st.write("**Input Prompt:**")
|
292 |
st.code(prompt, language="text")
|
293 |
st.write("**Analysis Output:**")
|
294 |
st.code(result, language="text")
|
295 |
|
296 |
+
# Header with branded logo and description
|
297 |
+
col1, col2 = st.columns([1, 4])
|
298 |
+
with col1:
|
299 |
+
st.markdown("""
|
300 |
+
<div style="text-align: center; padding-top: 0.5rem;">
|
301 |
+
<svg width="50" height="50" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
|
302 |
+
<path d="M19.5 9.5l-7.5-7.5-7.5 7.5m15 0v8c0 1.1-.9 2-2 2h-11c-1.1 0-2-.9-2-2v-8" stroke="#1a73e8" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
|
303 |
+
<circle cx="12" cy="12" r="3" stroke="#1a73e8" stroke-width="2"/>
|
304 |
+
<path d="M12 15v3" stroke="#1a73e8" stroke-width="2" stroke-linecap="round"/>
|
305 |
+
</svg>
|
306 |
+
</div>
|
307 |
+
""", unsafe_allow_html=True)
|
308 |
+
|
309 |
+
with col2:
|
310 |
+
st.markdown('<span class="logo-text">Z-Agent News Analysis</span>', unsafe_allow_html=True)
|
311 |
+
st.markdown("""
|
312 |
+
<p style="color: #5f6368; font-size: 1rem; margin-top: -0.5rem;">
|
313 |
+
Intelligent news analysis powered by AI. Get comprehensive insights and multiple perspectives on any topic.
|
314 |
+
</p>
|
315 |
+
""", unsafe_allow_html=True)
|
316 |
|
317 |
+
# Main content area
|
318 |
+
st.markdown('<div class="card">', unsafe_allow_html=True)
|
|
|
|
|
|
|
|
|
319 |
|
320 |
# Initialize the components
|
321 |
try:
|
|
|
323 |
llm = GroqLLM()
|
324 |
search_tool = DuckDuckGoSearch()
|
325 |
|
326 |
+
# Input section with clear design
|
327 |
news_topic = st.text_input(
|
328 |
+
"What news topic would you like to analyze?",
|
329 |
+
placeholder="E.g., Recent developments in renewable energy, Tech industry layoffs, Global climate agreements..."
|
330 |
)
|
331 |
|
332 |
+
# Analysis options in a cleaner layout
|
333 |
+
col1, col2, col3 = st.columns([2, 2, 1])
|
334 |
+
|
335 |
with col1:
|
336 |
search_depth = st.slider(
|
337 |
+
"Search Depth",
|
338 |
min_value=3,
|
339 |
max_value=10,
|
340 |
+
value=5,
|
341 |
+
help="Number of news sources to analyze"
|
342 |
)
|
343 |
+
|
344 |
with col2:
|
345 |
analysis_type = st.selectbox(
|
346 |
"Analysis Type",
|
347 |
+
["Comprehensive", "Quick Summary", "Technical", "Simplified"],
|
348 |
+
help="Choose the style and depth of analysis"
|
349 |
+
)
|
350 |
+
|
351 |
+
with col3:
|
352 |
+
time_period = st.selectbox(
|
353 |
+
"Time Period",
|
354 |
+
["Last 7 days", "Last 30 days", "Last 24 hours"],
|
355 |
+
help="How recent should the news be"
|
356 |
)
|
357 |
|
358 |
# Generate analysis button
|
359 |
+
col1, col2 = st.columns([3, 1])
|
360 |
+
with col2:
|
361 |
+
analyze_button = st.button("Analyze News")
|
362 |
+
|
363 |
+
st.markdown('</div>', unsafe_allow_html=True)
|
364 |
+
|
365 |
+
# Results section
|
366 |
+
if analyze_button and news_topic:
|
367 |
+
with st.spinner(""):
|
368 |
+
try:
|
369 |
+
# Progress indicators with custom styling
|
370 |
+
progress_container = st.container()
|
371 |
+
progress_container.markdown('<div class="info-box">', unsafe_allow_html=True)
|
372 |
+
progress_placeholder = progress_container.empty()
|
373 |
+
progress_placeholder.markdown("π **Searching for recent news sources...**", unsafe_allow_html=True)
|
374 |
+
|
375 |
+
# Determine time frame from selection
|
376 |
+
time_map = {
|
377 |
+
"Last 24 hours": "24h",
|
378 |
+
"Last 7 days": "7d",
|
379 |
+
"Last 30 days": "30d"
|
380 |
+
}
|
381 |
+
time_frame = time_map.get(time_period, "7d")
|
382 |
+
|
383 |
+
# Perform search
|
384 |
+
search_results = search_tool(
|
385 |
+
f"Latest news about {news_topic} {time_frame}",
|
386 |
+
max_results=search_depth
|
387 |
+
)
|
388 |
+
|
389 |
+
if not search_results.startswith(("Search error", "No results")):
|
390 |
+
# Update progress
|
391 |
+
progress_placeholder.markdown("π§ **Analyzing search results and generating insights...**", unsafe_allow_html=True)
|
392 |
|
393 |
+
# Create analysis prompt
|
394 |
+
analysis_prompt = create_analysis_prompt(news_topic, search_results)
|
395 |
+
|
396 |
+
# Get analysis from LLM
|
397 |
+
analysis_result = llm(analysis_prompt)
|
398 |
+
|
399 |
+
# Clear progress messages
|
400 |
+
progress_container.empty()
|
401 |
|
402 |
+
# Display results in tabs for better organization
|
403 |
+
st.markdown('<div class="card">', unsafe_allow_html=True)
|
404 |
+
st.markdown(f'<h2>Analysis: {news_topic}</h2>', unsafe_allow_html=True)
|
405 |
+
|
406 |
+
tab1, tab2 = st.tabs(["π Analysis", "π° Sources"])
|
407 |
+
|
408 |
+
with tab1:
|
409 |
+
st.markdown('<div class="analysis-result">', unsafe_allow_html=True)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
410 |
st.markdown(analysis_result)
|
411 |
+
st.markdown('</div>', unsafe_allow_html=True)
|
412 |
+
|
413 |
+
with tab2:
|
414 |
+
st.markdown("### News Sources Used in Analysis")
|
415 |
+
# Parse and display sources in a more structured way
|
416 |
+
sources = search_results.split("\n\n")
|
417 |
+
for source in sources:
|
418 |
+
lines = source.strip().split("\n")
|
419 |
+
if len(lines) >= 5: # Ensure we have enough lines
|
420 |
+
title_line = lines[0].replace("1. Title: ", "").replace("2. Title: ", "").replace("3. Title: ", "").replace("4. Title: ", "").replace("5. Title: ", "")
|
421 |
+
date_line = lines[1].replace(" Date: ", "")
|
422 |
+
source_line = lines[2].replace(" Source: ", "")
|
423 |
+
url_line = lines[4].replace(" URL: ", "")
|
424 |
+
|
425 |
+
st.markdown(f"""
|
426 |
+
<div style="margin-bottom: 1rem; padding-bottom: 1rem; border-bottom: 1px solid #f0f0f0;">
|
427 |
+
<h4 style="margin-bottom: 0.2rem;">{title_line}</h4>
|
428 |
+
<p style="color: #5f6368; margin-bottom: 0.5rem; font-size: 0.9rem;">
|
429 |
+
{source_line} β’ {date_line}
|
430 |
+
</p>
|
431 |
+
<a href="{url_line}" target="_blank">Read original article</a>
|
432 |
+
</div>
|
433 |
+
""", unsafe_allow_html=True)
|
434 |
+
|
435 |
+
st.markdown('</div>', unsafe_allow_html=True)
|
436 |
+
|
437 |
+
# Log the activity
|
438 |
+
log_agent_activity(
|
439 |
+
analysis_prompt,
|
440 |
+
analysis_result,
|
441 |
+
"News Analysis Agent"
|
442 |
+
)
|
443 |
+
else:
|
444 |
+
progress_container.empty()
|
445 |
+
st.error(f"π {search_results}")
|
446 |
+
|
447 |
+
except Exception as e:
|
448 |
+
st.error(f"An error occurred during analysis: {str(e)}")
|
449 |
+
elif analyze_button:
|
450 |
+
st.warning("Please enter a news topic to analyze.")
|
451 |
|
452 |
+
# Help section with visually appealing design
|
453 |
+
st.markdown('<div class="card">', unsafe_allow_html=True)
|
454 |
+
st.markdown('<h3>π‘ Tips for Better Results</h3>', unsafe_allow_html=True)
|
455 |
+
|
456 |
+
tips_col1, tips_col2 = st.columns(2)
|
457 |
+
|
458 |
+
with tips_col1:
|
459 |
+
st.markdown("""
|
460 |
+
- **Be specific** with your topic for more focused analysis
|
461 |
+
- Use **keywords** related to recent events for timely information
|
462 |
+
- Include **geographic locations** when relevant (e.g., "Climate policy in Europe")
|
463 |
""")
|
464 |
+
|
465 |
+
with tips_col2:
|
466 |
+
st.markdown("""
|
467 |
+
- Try different **analysis types** for various perspectives
|
468 |
+
- For complex topics, start with a **broader search** then narrow down
|
469 |
+
- Adjust the **time period** to control recency of news sources
|
470 |
+
""")
|
471 |
+
|
472 |
+
st.markdown('</div>', unsafe_allow_html=True)
|
473 |
|
474 |
except Exception as e:
|
475 |
st.error(f"""
|
|
|
482 |
3. You have internet connectivity for DuckDuckGo searches
|
483 |
""")
|
484 |
|
485 |
+
# Footer with branding
|
486 |
st.markdown("---")
|
487 |
+
st.markdown("""
|
488 |
+
<footer>
|
489 |
+
<div style="display: flex; justify-content: space-between; align-items: center;">
|
490 |
+
<div>
|
491 |
+
Z-Agent News Analysis Tool Β© 2025
|
492 |
+
</div>
|
493 |
+
<div>
|
494 |
+
Created for news analysis and research purposes
|
495 |
+
</div>
|
496 |
+
</div>
|
497 |
+
</footer>
|
498 |
+
""", unsafe_allow_html=True)
|