feat: Add insight generation functionality with compatibility scoring and web search integration

app/schemas/insight_schema.py

@@ -0,0 +1,18 @@
+from typing import Optional
+
+from pydantic import BaseModel
+
+
+class InsightResponse(BaseModel):
+    investment_pattern_analysis: str
+    market_position: str
+    compatibility_score: Optional[str] = None
+
+    class Config:
+        json_schema_extra = {
+            "example": {
+                "investment_pattern_analysis": "Sequoia has been increasingly active in AI/ML startups (43% increase in last 18 months). Their average investment size has grown 23% year-over-year, indicating confidence in larger rounds. Peak activity in Q2-Q3, suggesting seasonal investment patterns.",
+                "market_position": "Top 3 most active VC in enterprise software deals. Strong presence in unicorn companies (47 portfolio unicorns). Consistently leads or co-leads rounds, indicating decision-making influence.",
+                "compatibility_score": "0.85",
+            }
+        }