Update UI and prompts

src/llm/models.py

@@ -54,6 +54,16 @@ class ContextUpdate(BaseModel):
     )
 
 
+class FilterResult(BaseModel):
+    contextual_info: str = Field(
+        ...,
+        description="Information interesting to the user but not useful for structured extraction",
+    )
+    filtered_text: str = Field(
+        ..., description="Cleaned transcript used for structured data extraction"
+    )
+
+
 class ExtractionResult(BaseModel):
     lore_updates: List[LoreUpdate] = Field(
         default_factory=list, description="List of discovered lore facts", alias="lore"
@@ -68,6 +78,11 @@ class ExtractionResult(BaseModel):
         description="List of significant plot points or events",
         alias="events",
     )
+    context_updates: List[ContextUpdate] = Field(
+        default_factory=list,
+        description="List of context updates",
+        alias="context",
+    )
 
     class Config:
         populate_by_name = True