Logs endpoints
Retrieve logs for your Langflow flow.
Enable log retrieval
The /logs
endpoint requires log retrieval to be enabled in your Langflow instance.
-
To enable log retrieval, include these values in your
.env
file:_10LANGFLOW_ENABLE_LOG_RETRIEVAL=true_10LANGFLOW_LOG_RETRIEVER_BUFFER_SIZE=10000_10LANGFLOW_LOG_LEVEL=DEBUGLog retrieval requires that
LANGFLOW_LOG_RETRIEVER_BUFFER_SIZE
is greater than 0. The default value is10000
. -
Start Langflow with the updated
.env
:_10uv run langflow run --env-file .env
Stream logs
Stream logs in real-time using Server Sent Events (SSE).
- curl
- Result
_10curl -X GET \_10 "$LANGFLOW_URL/logs-stream" \_10 -H "accept: text/event-stream"
_17keepalive_17_17{"1736355791151": "2025-01-08T12:03:11.151218-0500 DEBUG Building Chat Input\n"}_17_17{"1736355791485": "2025-01-08T12:03:11.485380-0500 DEBUG consumed event add_message-153bcd5d-ef4d-4ece-8cc0-47c6b6a9ef92 (time in queue, 0.0000, client 0.0001)\n"}_17_17{"1736355791499": "2025-01-08T12:03:11.499704-0500 DEBUG consumed event end_vertex-3d7125cd-7b8a-44eb-9113-ed5b785e3cf3 (time in queue, 0.0056, client 0.0047)\n"}_17_17{"1736355791502": "2025-01-08T12:03:11.502510-0500 DEBUG consumed event end-40d0b363-5618-4a23-bbae-487cd0b9594d (time in queue, 0.0001, client 0.0004)\n"}_17_17{"1736355791513": "2025-01-08T12:03:11.513097-0500 DEBUG Logged vertex build: 729ff2f8-6b01-48c8-9ad0-3743c2af9e8a\n"}_17_17{"1736355791834": "2025-01-08T12:03:11.834982-0500 DEBUG Telemetry data sent successfully.\n"}_17_17{"1736355791941": "2025-01-08T12:03:11.941840-0500 DEBUG Telemetry data sent successfully.\n"}_17_17keepalive
Retrieve logs with optional parameters
Retrieve logs with optional query parameters:
lines_before
: The number of logs before the timestamp or the last log.lines_after
: The number of logs after the timestamp.timestamp
: The timestamp to start getting logs from.
The default values for all three parameters is 0
.
With default values, the endpoint returns the last 10 lines of logs.
- curl
- Result
_10curl -X GET \_10 "$LANGFLOW_URL/logs?lines_before=0&lines_after=0×tamp=0" \_10 -H "accept: application/json"
_12{_12 "1736354770500": "2025-01-08T11:46:10.500363-0500 DEBUG Creating starter project Document Q&A\n",_12 "1736354770511": "2025-01-08T11:46:10.511146-0500 DEBUG Creating starter project Image Sentiment Analysis\n",_12 "1736354770521": "2025-01-08T11:46:10.521018-0500 DEBUG Creating starter project SEO Keyword Generator\n",_12 "1736354770532": "2025-01-08T11:46:10.532677-0500 DEBUG Creating starter project Sequential Tasks Agents\n",_12 "1736354770544": "2025-01-08T11:46:10.544010-0500 DEBUG Creating starter project Custom Component Generator\n",_12 "1736354770555": "2025-01-08T11:46:10.555513-0500 DEBUG Creating starter project Prompt Chaining\n",_12 "1736354770588": "2025-01-08T11:46:10.588105-0500 DEBUG Create service ServiceType.CHAT_SERVICE\n",_12 "1736354771021": "2025-01-08T11:46:11.021817-0500 DEBUG Telemetry data sent successfully.\n",_12 "1736354775619": "2025-01-08T11:46:15.619545-0500 DEBUG Create service ServiceType.STORE_SERVICE\n",_12 "1736354775699": "2025-01-08T11:46:15.699661-0500 DEBUG File 046-rocket.svg retrieved successfully from flow /Users/mendon.kissling/Library/Caches/langflow/profile_pictures/Space.\n"_12}