Show local conversation activity in web console

README.md

@@ -112,8 +112,9 @@ is also accepted. The model can inspect the supplied image and then call a
 phone tool such as `tap` in the same conversation.
 
 Local mode records LLM responses, reasoning fields, tool calls, tool results,
-and final replies as JSONL in `host_agent_data/conversations.jsonl`. Image
-bytes are excluded; set `HOST_AGENT_CONVERSATION_LOG_PATH` to change the path.
+and final replies in a local SQLite database. View them at
+`http://127.0.0.1:8765/conversations`; image bytes are excluded. Set
+`HOST_AGENT_CONVERSATION_LOG_PATH` to change the database path.
 
 In local mode, Appium supervision is enabled by default. Host Agent probes
 `/status`, adopts a healthy existing Appium instance, starts Appium when no

apps/device-host-agent/host_agent/app.py

@@ -276,6 +276,7 @@ def create_application(
             mcp_token_store=mcp_token_store,
             mcp_busy_tracker=mcp_busy_tracker,
             conversation_agent=conversation_agent,
+            conversation_log=conversation_log,
         )
         console_server = _EmbeddedConsoleServer(
             uvicorn.Config(

apps/device-host-agent/host_agent/config.py

@@ -49,7 +49,7 @@ class HostAgentConfig:
     dependency_restart_max_attempts: int = 5
     task_progress_db_path: Path = Path("host_agent_data/task_progress.sqlite3")
     task_artifact_dir: Path = Path("host_agent_data/history")
-    conversation_log_path: Path = Path("host_agent_data/conversations.jsonl")
+    conversation_log_path: Path = Path("host_agent_data/conversations.sqlite3")
     task_retention_max_count: int = 50
     task_retention_max_age_days: int = 7
     skill_sync_interval_seconds: float = 300.0
@@ -160,7 +160,7 @@ def load_host_agent_config(
                 "HOST_AGENT_TASK_ARTIFACT_DIR", "host_agent_data/history"
             ).strip()
         ),
-        conversation_log_path=Path(values.get("HOST_AGENT_CONVERSATION_LOG_PATH", "host_agent_data/conversations.jsonl").strip()),
+        conversation_log_path=Path(values.get("HOST_AGENT_CONVERSATION_LOG_PATH", "host_agent_data/conversations.sqlite3").strip()),
         task_retention_max_count=_positive_int(
             values, "HOST_AGENT_TASK_RETENTION_MAX_COUNT", 50
         ),

apps/device-host-agent/host_agent/conversation_log.py

@@ -1,6 +1,7 @@
 from __future__ import annotations
 
 import json
+import sqlite3
 from datetime import UTC, datetime
 from pathlib import Path
 from threading import Lock
@@ -8,17 +9,35 @@ from typing import Any
 
 
 class ConversationLogStore:
-    """Append-only local audit log for chat and tool activity."""
+    """SQLite-backed local audit log for chat and tool activity."""
 
     def __init__(self, path: str | Path) -> None:
         self.path = Path(path)
         self._lock = Lock()
+        self.path.parent.mkdir(parents=True, exist_ok=True)
+        with self._connect() as connection:
+            connection.execute("CREATE TABLE IF NOT EXISTS conversation_events (id INTEGER PRIMARY KEY AUTOINCREMENT, occurred_at TEXT NOT NULL, event_type TEXT NOT NULL, payload_json TEXT NOT NULL)")
 
     def append(self, event: dict[str, Any]) -> None:
-        record = {"timestamp": datetime.now(UTC).isoformat(), **_safe(event)}
-        self.path.parent.mkdir(parents=True, exist_ok=True)
-        with self._lock, self.path.open("a", encoding="utf-8") as stream:
-            stream.write(json.dumps(record, ensure_ascii=True, default=str) + "\n")
+        with self._lock, self._connect() as connection:
+            connection.execute("INSERT INTO conversation_events (occurred_at, event_type, payload_json) VALUES (?, ?, ?)", (datetime.now(UTC).isoformat(), str(event.get("type") or "event"), json.dumps(_safe(event), ensure_ascii=True, default=str)))
+
+    def list_recent(self, *, limit: int = 200) -> list[dict[str, Any]]:
+        with self._connect() as connection:
+            rows = connection.execute("SELECT id, occurred_at, event_type, payload_json FROM conversation_events ORDER BY id DESC LIMIT ?", (max(1, min(limit, 1000)),)).fetchall()
+        result = []
+        for row in rows:
+            try:
+                payload = json.loads(row["payload_json"])
+            except (TypeError, ValueError):
+                payload = {}
+            result.append({"id": row["id"], "occurred_at": row["occurred_at"], "event_type": row["event_type"], **payload})
+        return result
+
+    def _connect(self) -> sqlite3.Connection:
+        connection = sqlite3.connect(self.path)
+        connection.row_factory = sqlite3.Row
+        return connection
 
 
 def _safe(value: Any) -> Any:

apps/device-host-agent/host_agent/web/app.py

@@ -21,6 +21,7 @@ from host_agent.client import (
 )
 from host_agent.config import HostAgentConfig
 from host_agent.conversation import ConversationAgent
+from host_agent.conversation_log import ConversationLogStore
 from host_agent.devices import register_local_device, unregister_local_device
 from host_agent.history import ConsoleHistoryStore
 from host_agent.identity import HostIdentityStore
@@ -234,6 +235,7 @@ def create_console_app(
     mcp_token_store: McpTokenStore | None = None,
     mcp_busy_tracker: McpBusyTracker | None = None,
     conversation_agent: ConversationAgent | None = None,
+    conversation_log: ConversationLogStore | None = None,
 ) -> FastAPI:
     app = FastAPI(title="Host Agent Console")
     cookie_secure = config.console_bind_host not in _LOOPBACK_BIND_HOSTS
@@ -605,6 +607,15 @@ def create_console_app(
             entries=entries,
         )
 
+    @app.get("/conversations", response_class=HTMLResponse)
+    async def conversations_page(
+        session: SessionState = Depends(require_session),
+    ) -> HTMLResponse:
+        events = await asyncio.to_thread(
+            conversation_log.list_recent if conversation_log is not None else (lambda: [])
+        )
+        return _render("conversations.html", title="Conversations", session=session, events=events)
+
     def _tasks_list_context(
         session: SessionState,
         *,

apps/device-host-agent/host_agent/web/templates/base.html

@@ -26,6 +26,7 @@ form.inline { display: inline; margin: 0; }
       <a href="/tasks">Tasks</a>
       <a href="/account">Account</a>
       <a href="/history">History</a>
+      <a href="/conversations">Conversations</a>
       <form class="inline" method="post" action="/logout">
         <input type="hidden" name="csrf_token" value="{{ session.csrf_token }}">
         <button type="submit">Logout</button>

apps/device-host-agent/host_agent/web/templates/conversations.html

@@ -0,0 +1,14 @@
+{% extends "base.html" %}
+{% block body %}
+<h1>Conversations</h1>
+{% if not events %}<p>No conversation activity recorded yet.</p>{% endif %}
+{% for event in events %}
+<article>
+  <h2>{{ event["event_type"] }} <small>{{ event["occurred_at"] }}</small></h2>
+  {% if event.get("content") %}<pre>{{ event["content"] }}</pre>{% endif %}
+  {% if event.get("thinking") %}<details><summary>LLM reasoning</summary><pre>{{ event["thinking"] }}</pre></details>{% endif %}
+  {% if event.get("tool_calls") %}<details open><summary>Tool calls</summary><pre>{{ event["tool_calls"] | tojson(indent=2) }}</pre></details>{% endif %}
+  {% if event.get("tool_name") %}<p><strong>{{ event["tool_name"] }}</strong></p><pre>{{ event.get("arguments") | tojson(indent=2) }}</pre><pre>{{ event.get("result") | tojson(indent=2) }}</pre>{% endif %}
+</article>
+{% endfor %}
+{% endblock %}