refresh-embeddings-weekly

You can automatically refresh and re-cluster embeddings weekly by running a scheduled Python script that incorporates updated information, performs integrity checks, and sends a summary report to Slack.

Re-cluster embeddings are needed to redefine categories based on updated information, ensuring accurate data representation and providing the most up-to-date insights for your team's work context.

Yes, the embedding refresh process supports in-session finalize labeling, allowing you to label new or relabeled clusters directly during the script execution before validating topic brief integrity.

You validate data integrity during an embedding refresh by running a Python script that performs an integrity check on topic briefs, ensuring accurate data categorization before posting a summary to Slack.

Yes, you can automatically post an embedding refresh summary report to a Slack channel by executing the scheduled Python script, which provides visibility into the refresh and re-cluster process.

Yes, you need Python installed because the refresh and re-cluster scripts require Python to process updated information, validate topic brief integrity, and send the final summary report to Slack.