NLP & LLM★ In progressPFA · Internship — Vala Bleu, Agadir · In progress
Vala Bleu Ops Copilot — Agentic RAG & MLOps
An operational copilot for IT Ops at Vala Bleu (web host, Agadir): multilingual FR/EN document RAG and server-log anomaly detection, orchestrated by an agentic router, with 100% local LLM inference on an NVIDIA GPU.
Solves · Unifying business knowledge (docs, tickets) and operational state (logs) in one assistant, without letting sensitive data leave the premises.
- › Multilingual FR/EN document RAG (PostgreSQL + pgvector).
- › Server-log anomaly detection (Isolation Forest).
- › Agentic router directing queries to RAG, Logs, or both.
- › 100% local LLM inference on NVIDIA GPU; sensitive-data anonymization.
- › RAGAS evaluation; FastAPI API + Streamlit dashboard, dockerized.
// stack
PythonFastAPILangChainpgvectorRAGASDocker
