AIPersonal Project
MeteoRAG
Intelligent weather assistant with RAG combining real-time INMET API data with LLMs for natural language queries.
M
The Problem
Weather data scattered across technical APIs without user-friendly interfaces, making quick queries about current and historical conditions difficult.
The Solution
Complete ingestion pipeline with deterministic chunking, semantic retrieval and LLM response generation. Deployed via Kubernetes with CI/CD on GitHub Actions, monitoring with Prometheus and Grafana.
Result
End-to-end RAG pipeline in production with automated Kubernetes deployment, GitHub Actions CI/CD, Prometheus/Grafana monitoring and natural language weather responses for MG.