RAG & Knowledge Basesfree

Maintain RAG Embeddings with OpenAI & Auto Drift Rollback

by ResilNextUpdated Aug 2026

Requires

PostgresOpenAI

1/5

STEPS · 33

Runs on a schedule

On a schedule, refreshes OpenAI embeddings in Postgres, compares datasets to detect drift, and auto-rolls back via an agent when it diverges.

Apple App Store reviews summary

On a schedule, fetches App Store reviews, embeds them into Pinecone, and posts an OpenAI-generated summary to Slack.

On a schedule, analyzes system metrics with an OpenAI agent, stores vector embeddings in Postgres, and sends Slack and email incident alerts.

On a schedule, embeds Google Drive files into Pinecone with OpenAI and answers chat questions via an AI agent.