RAG & Knowledge Basesfree

Multi-Cloud FinOps Cost and Performance Optimization Engine

by Cheng Siong ChinUpdated Aug 2026

RequiresOpenAI

1/5

STEPS · 16

Runs on a schedule

On a schedule, fetches multi-cloud cost data and runs an OpenAI agent with calculator tools to produce cost and performance optimizations.

Scheduled Pinecone RAG Pipeline

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

On a schedule, embeds trend articles into Weaviate, then an OpenRouter agent summarizes them and emails the alert via SMTP.

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