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