Add matplotlib to requirements

src/news_analysis.py

@@ -289,8 +289,9 @@ Your goal is to uncover:
 - Meaningful events (e.g., CEO joining a startup, insider buys, big-name partnerships)
 - Startups or small caps that may signal undervalued opportunity
 - Connections to key individuals or institutions (e.g., Elon Musk investing, Sam Altman joining)
-- Companies with strong fundamentals: low P/E, low P/B, high ROE, recent IPOs, moats, or high free cash flow
+- Companies with strong fundamentals: low P/E, low P/B, high ROE, recent IPOs, moats, or high free cash flow - THEY MUST INCLUDE THE LINK AS WELL and this is very important
 
+                                          
 ### News
 {ArticleSummaries}
 
@@ -301,6 +302,29 @@ Write a markdown memo with:
 4. **References**
 5. **Investment Hypothesis**
 
+                                          ### 📌 Executive Summary
+
+Summarize the topic's current investment environment in 3–4 bullet points. Include sentiment, risks, and catalysts.
+
+---
+
+### 📊 Signals and Analysis (Include Sources)
+
+For each important news item, write a short paragraph with:
+- What happened
+- Why it matters (financially)
+- Embedded source as `[source title](url)`
+- Bold any key financial terms (e.g., **Series A**, **merger**, **valuation**)
+
+---
+
+### 🧠 Investment Thesis
+
+Give a reasoned conclusion:
+- Is this a buy/sell/watch opportunity?
+- What’s the risk/reward?
+- What signals or themes matter most?
+
 Include context and macroeconomic/regulatory angles. Add an intro on sentiment and market trends for the week.
 """)