Backend Systems2024

Cisco Log Triage Assistant

LLM-powered log anomaly detection and semantic search over historical outages

About This Project

Built a production-grade log triage assistant that uses LLMs to detect anomalies in network logs and provides semantic search capabilities over historical outage data. The system is containerized using FastAPI microservices with MongoDB for data persistence, enabling faster diagnostic workflows for network engineers.

Technologies Used

PythonFastAPIMongoDBDockerLLMsSemantic Search