fix: preserve image paths in fallback and session history

nanobot/agent/context.py

@@ -159,7 +159,11 @@ Reply directly with text for conversations. Only use the 'message' tool to send
             if not mime or not mime.startswith("image/"):
                 continue
             b64 = base64.b64encode(raw).decode()
-            images.append({"type": "image_url", "image_url": {"url": f"data:{mime};base64,{b64}"}})
+            images.append({
+                "type": "image_url",
+                "image_url": {"url": f"data:{mime};base64,{b64}"},
+                "_meta": {"path": str(p)},
+            })
 
         if not images:
             return text

nanobot/agent/loop.py

@@ -480,7 +480,9 @@ class AgentLoop:
                             continue  # Strip runtime context from multimodal messages
                         if (c.get("type") == "image_url"
                                 and c.get("image_url", {}).get("url", "").startswith("data:image/")):
-                            filtered.append({"type": "text", "text": "[image]"})
+                            path = (c.get("_meta") or {}).get("path", "")
+                            placeholder = f"[image: {path}]" if path else "[image]"
+                            filtered.append({"type": "text", "text": placeholder})
                         else:
                             filtered.append(c)
                     if not filtered: