Files
AutoGPT/autogpt_platform/backend/backend/api/features/chat/tracking.py
Swifty cfb7dc5aca feat(backend): Add PostHog analytics and OpenRouter tracing to chat system (#11828)
Adds analytics tracking to the chat copilot system for better
observability of user interactions and agent operations.

### Changes 🏗️

**PostHog Analytics Integration:**
- Added `posthog` dependency (v7.6.0) to track chat events
- Created new tracking module (`backend/api/features/chat/tracking.py`)
with events:
  - `chat_message_sent` - When a user sends a message
  - `chat_tool_called` - When a tool is called (includes tool name)
  - `chat_agent_run_success` - When an agent runs successfully
  - `chat_agent_scheduled` - When an agent is scheduled
  - `chat_trigger_setup` - When a trigger is set up
- Added PostHog configuration to settings:
  - `POSTHOG_API_KEY` - API key for PostHog
- `POSTHOG_HOST` - PostHog host URL (defaults to
`https://us.i.posthog.com`)

**OpenRouter Tracing:**
- Added `user` and `session_id` fields to chat completion API calls for
OpenRouter tracing
- Added `posthogDistinctId` and `posthogProperties` (with environment)
to API calls

**Files Changed:**
- `backend/api/features/chat/tracking.py` - New PostHog tracking module
- `backend/api/features/chat/service.py` - Added user message tracking
and OpenRouter tracing
- `backend/api/features/chat/tools/__init__.py` - Added tool call
tracking
- `backend/api/features/chat/tools/run_agent.py` - Added agent
run/schedule tracking
- `backend/util/settings.py` - Added PostHog configuration fields
- `pyproject.toml` - Added posthog dependency

### Checklist 📋

#### For code changes:
- [x] I have clearly listed my changes in the PR description
- [x] I have made a test plan
- [x] I have tested my changes according to the test plan:
  - [x] Verified code passes linting and formatting
- [x] Verified PostHog client initializes correctly when API key is
provided
- [x] Verified tracking is gracefully skipped when PostHog is not
configured

#### For configuration changes:

- [ ] `.env.default` is updated or already compatible with my changes
- [x] `docker-compose.yml` is updated or already compatible with my
changes
- [x] I have included a list of my configuration changes in the PR
description (under **Changes**)

**New environment variables (optional):**
- `POSTHOG_API_KEY` - PostHog project API key
- `POSTHOG_HOST` - PostHog host URL (optional, defaults to US cloud)
2026-01-26 12:26:15 +00:00

251 lines
6.6 KiB
Python

"""PostHog analytics tracking for the chat system."""
import atexit
import logging
from typing import Any
from posthog import Posthog
from backend.util.settings import Settings
logger = logging.getLogger(__name__)
settings = Settings()
# PostHog client instance (lazily initialized)
_posthog_client: Posthog | None = None
def _shutdown_posthog() -> None:
"""Flush and shutdown PostHog client on process exit."""
if _posthog_client is not None:
_posthog_client.flush()
_posthog_client.shutdown()
atexit.register(_shutdown_posthog)
def _get_posthog_client() -> Posthog | None:
"""Get or create the PostHog client instance."""
global _posthog_client
if _posthog_client is not None:
return _posthog_client
if not settings.secrets.posthog_api_key:
logger.debug("PostHog API key not configured, analytics disabled")
return None
_posthog_client = Posthog(
settings.secrets.posthog_api_key,
host=settings.secrets.posthog_host,
)
logger.info(
f"PostHog client initialized with host: {settings.secrets.posthog_host}"
)
return _posthog_client
def _get_base_properties() -> dict[str, Any]:
"""Get base properties included in all events."""
return {
"environment": settings.config.app_env.value,
"source": "chat_copilot",
}
def track_user_message(
user_id: str | None,
session_id: str,
message_length: int,
) -> None:
"""Track when a user sends a message in chat.
Args:
user_id: The user's ID (or None for anonymous)
session_id: The chat session ID
message_length: Length of the user's message
"""
client = _get_posthog_client()
if not client:
return
try:
properties = {
**_get_base_properties(),
"session_id": session_id,
"message_length": message_length,
}
client.capture(
distinct_id=user_id or f"anonymous_{session_id}",
event="copilot_message_sent",
properties=properties,
)
except Exception as e:
logger.warning(f"Failed to track user message: {e}")
def track_tool_called(
user_id: str | None,
session_id: str,
tool_name: str,
tool_call_id: str,
) -> None:
"""Track when a tool is called in chat.
Args:
user_id: The user's ID (or None for anonymous)
session_id: The chat session ID
tool_name: Name of the tool being called
tool_call_id: Unique ID of the tool call
"""
client = _get_posthog_client()
if not client:
logger.info("PostHog client not available for tool tracking")
return
try:
properties = {
**_get_base_properties(),
"session_id": session_id,
"tool_name": tool_name,
"tool_call_id": tool_call_id,
}
distinct_id = user_id or f"anonymous_{session_id}"
logger.info(
f"Sending copilot_tool_called event to PostHog: distinct_id={distinct_id}, "
f"tool_name={tool_name}"
)
client.capture(
distinct_id=distinct_id,
event="copilot_tool_called",
properties=properties,
)
except Exception as e:
logger.warning(f"Failed to track tool call: {e}")
def track_agent_run_success(
user_id: str,
session_id: str,
graph_id: str,
graph_name: str,
execution_id: str,
library_agent_id: str,
) -> None:
"""Track when an agent is successfully run.
Args:
user_id: The user's ID
session_id: The chat session ID
graph_id: ID of the agent graph
graph_name: Name of the agent
execution_id: ID of the execution
library_agent_id: ID of the library agent
"""
client = _get_posthog_client()
if not client:
return
try:
properties = {
**_get_base_properties(),
"session_id": session_id,
"graph_id": graph_id,
"graph_name": graph_name,
"execution_id": execution_id,
"library_agent_id": library_agent_id,
}
client.capture(
distinct_id=user_id,
event="copilot_agent_run_success",
properties=properties,
)
except Exception as e:
logger.warning(f"Failed to track agent run: {e}")
def track_agent_scheduled(
user_id: str,
session_id: str,
graph_id: str,
graph_name: str,
schedule_id: str,
schedule_name: str,
cron: str,
library_agent_id: str,
) -> None:
"""Track when an agent is successfully scheduled.
Args:
user_id: The user's ID
session_id: The chat session ID
graph_id: ID of the agent graph
graph_name: Name of the agent
schedule_id: ID of the schedule
schedule_name: Name of the schedule
cron: Cron expression for the schedule
library_agent_id: ID of the library agent
"""
client = _get_posthog_client()
if not client:
return
try:
properties = {
**_get_base_properties(),
"session_id": session_id,
"graph_id": graph_id,
"graph_name": graph_name,
"schedule_id": schedule_id,
"schedule_name": schedule_name,
"cron": cron,
"library_agent_id": library_agent_id,
}
client.capture(
distinct_id=user_id,
event="copilot_agent_scheduled",
properties=properties,
)
except Exception as e:
logger.warning(f"Failed to track agent schedule: {e}")
def track_trigger_setup(
user_id: str,
session_id: str,
graph_id: str,
graph_name: str,
trigger_type: str,
library_agent_id: str,
) -> None:
"""Track when a trigger is set up for an agent.
Args:
user_id: The user's ID
session_id: The chat session ID
graph_id: ID of the agent graph
graph_name: Name of the agent
trigger_type: Type of trigger (e.g., 'webhook')
library_agent_id: ID of the library agent
"""
client = _get_posthog_client()
if not client:
return
try:
properties = {
**_get_base_properties(),
"session_id": session_id,
"graph_id": graph_id,
"graph_name": graph_name,
"trigger_type": trigger_type,
"library_agent_id": library_agent_id,
}
client.capture(
distinct_id=user_id,
event="copilot_trigger_setup",
properties=properties,
)
except Exception as e:
logger.warning(f"Failed to track trigger setup: {e}")