Deploy provenance-first OpenComic-Continue research UI

app.py

@@ -54,9 +54,14 @@ def analyze(files: list[str] | None, reading_direction: str):
     result = response.json()
     summary = (
         f"Analyzed {result['pages']} pages and {result['panels']} panels. "
-        "The current public deployment uses deterministic perception and planning baselines."
+        "Qwen semantic analysis built a concrete cast, event chain, setting, and unresolved thread."
     )
-    return result["memory"], result["memory"], summary
+    session = {
+        "memory": result["memory"],
+        "reference_images": result.get("reference_images", []),
+        "semantic_analysis": result.get("semantic_analysis", {}),
+    }
+    return session, result["memory"], summary
 
 
 def _data_url_to_image(value: str) -> Image.Image:
@@ -65,7 +70,7 @@ def _data_url_to_image(value: str) -> Image.Image:
 
 
 def generate(
-    memory: dict | None,
+    session: dict | None,
     pages: int,
     creativity: float,
     dialogue_density: float,
@@ -74,10 +79,13 @@ def generate(
     reading_direction: str,
     research_mode: bool,
 ):
-    if not memory:
+    if not session:
         raise gr.Error("Analyze a comic before requesting a continuation.")
+    memory = session.get("memory", session)
+    reference_images = session.get("reference_images", [])
     request = {
         "memory": memory,
+        "reference_images": reference_images,
         "settings": {
             "pages": int(pages),
             "creativity": creativity,
@@ -102,8 +110,20 @@ def generate(
         "renderer": result.get(
             "renderer", {"status": "RENDERER NOT RUN (visible placeholder panels)"}
         ),
+        "planner": result.get("planner", {}),
+    }
+    updated_session = {
+        "memory": result.get("memory"),
+        "reference_images": result.get("next_reference_images", reference_images),
+        "semantic_analysis": session.get("semantic_analysis", {}),
     }
-    return images, result.get("scripts", []), result.get("memory"), research
+    return (
+        images,
+        result.get("scripts", []),
+        updated_session,
+        result.get("memory"),
+        research,
+    )
 
 
 def record_preference(choice: str, notes: str) -> str:
@@ -140,9 +160,11 @@ with gr.Blocks(title="OpenComic-Continue") as demo:
         )
     with gr.Tab("Continue"):
         with gr.Row():
-            page_count = gr.Slider(1, 10, value=1, step=1, label="Pages")
+            page_count = gr.Slider(
+                1, 1, value=1, step=1, label="Quality pages per run", interactive=False
+            )
             creativity = gr.Slider(0, 1, value=0.5, label="Creativity")
-            dialogue = gr.Slider(0, 1, value=0.5, label="Dialogue density")
+            dialogue = gr.Slider(0, 1, value=0.2, label="Dialogue density")
         with gr.Row():
             style = gr.Slider(0, 1, value=0.8, label="Style fidelity")
             character = gr.Slider(0, 1, value=0.9, label="Character fidelity")
@@ -167,7 +189,7 @@ with gr.Blocks(title="OpenComic-Continue") as demo:
                 generation_direction,
                 research_mode,
             ],
-            [gallery, scripts, updated_memory, research_json],
+            [gallery, scripts, memory_state, updated_memory, research_json],
         )
     with gr.Tab("Pairwise evaluation"):
         gr.Markdown(