Reliq

An air-gapped operational intelligence stack that forecasts service degradation, computes blast radius using dependency graphs, and assists operators with AI-powered incident analysis.

Unique Features

1. Built for secure internal platforms, this stack runs locally, without any cloud dependency
2. This stack can be used locally in a k8s cluster, by installing the helm chart of this stack

Architecture Diagram

Tech stack

1. Time-series database: Prometheus
2. Vector database: QDrant
3. Incident storage: PostgreSQL
4. Backend services: FastAPI
5. Local SLM: phi-3.5-mini
6. Queue system: Kafka

Status

1. Basic ML worker, Aggregator worker flow done
2. Next: SLM service
3. Model training and custom dataset creation pending