RADI

An internal research assistant for RADIOCOM procedures and regulations

I developed RADI to help colleagues find answers in company procedures, work instructions and regulations. It combines retrieval-augmented generation with an agentic search process that checks answers against the underlying documents.

RAG
Hybrid retrieval
Reranking
AI agents

Document pipeline

Route the question to the relevant company material.
Run multi-hop retrieval and rerank the candidate passages.
Draft an answer from the retrieved evidence.
Review the answer against its sources; return “I don’t know” when the evidence is insufficient.

Outcome

An internal assistant designed to make operational knowledge easier to find while keeping uncertainty explicit.