Update streamlit_app.py

streamlit_app.py

@@ -88,31 +88,41 @@ start_background_scheduler()
 st.set_page_config(page_title="PolicyPilot Intel", layout="wide")
 st.title("AI Policy and News Dashboard - ALPHA Version")
 
+# RESTORED: Original Onboarding Text
 st.markdown("""
-Welcome to the **AI Policy and News Dashboard**, an automated intelligence platform tracking technology policy developments, legislative movement, and critical media coverage.
+Welcome to the **AI Policy and News Dashboard**, an automated platform tracking technology policy developments, legislative movement, and media coverage.
 
 The portal will auto-populate with newly scanned data every 12 hours. You can also manually force a scan using the controls on the left side of the screen.
 
 This portal's information is divided into two tabs:
 * **Radar (Upcoming & Today's News):** Forward-looking legislative data and daily news updates.
-* **Archive (Past):** Historical intelligence record. 
+* **Archive (Past):** Historical data record on past media coverage and legislation from the current Congress. 
 * **How to Filter:** Use the **Controls in the left sidebar** to filter by specific data categories or use the search bar below.
 
-### 🗂️ Category Legend
-To help you scan the chronological timeline quickly, every entry is color-coded:
-* 🟣 **Legislation** (US House/Senate)
+### Category Legend
+To help you scan the chronological timeline quickly, entries are color-coded:
+* 🟣 **Legislation** (Bills, Resolutions)
 * 🟢 **Federal / Exec Action** (Agencies, White House)
-* 🔵 **News / Media** (Press Coverage)
-* 🟠 **Schedule / Hearing** (Committee Meetings/Markups)
+* 🔵 **News / Media** (Press, Think Tanks)
+* 🟠 **Schedule / Hearing** (Committee Meetings, Markups)
 
 To generate a high-level summary of the most recent data entries, click the **"Generate Briefing"** button below.
 """)
 
+# RESTORED: Warning Notes
+st.markdown("""
+---
+### Notes for Users
+1. **Verify AI Outputs:** This portal leverages summaries generated by language models. All intelligence should be verified using the links to original sources.
+2. **Work in Progress:** This is an alpha version. Improvements in coverage and AI logic will be made regularly.
+""")
+
+# RESTORED: Expanded Architecture Notes
 with st.expander("🛠️ Technical Details & Architecture"):
     st.markdown("""
-    * **AI Engine:** Summaries and keyword extraction are powered by **Meta-Llama-3.1-8B-Instruct**, restricted by strict anti-hallucination prompting.
+    * **AI Engine:** Summaries and keyword extraction are powered by **Meta-Llama-3.1-8B-Instruct**.
     * **Data Sources:** Live API integration with Congress.gov, official federal RSS feeds, and master committee schedules.
-    * **The "Bouncer" (Filtering):** Articles and bills are strictly filtered against a hardcoded tech-policy dictionary before the AI reads them.
+    * **Filtering:** Articles and bills are strictly filtered against a hardcoded tech-policy dictionary before the AI reads them.
     * **Data Retention:** News expires from the UI after 30 days, Schedules after 60 days. Legislation is retained for the duration of the current Congress.
     """)