[[Beta] Bulk Exporting Trace Data | 🦜️🛠️ LangSmith](https://docs.smith.langchain.com/observability/how_to_guides/data_export): LLM should read this page when needing to export trace data from LangSmith for offline analysis, needing to import trace data into other data analysis tools, or troubleshooting issues with data exports. This page covers how to bulk export trace data from LangSmith to an S3 bucket, how to monitor and manage export jobs, how to partition and import exported data into tools like BigQuery and Snowflake, and how to troubleshoot common errors during data exports.

