natural-language course-equivalency explorer for college transfer planning.
indexed transfer-equivalency information so students could ask about courses and transcripts without digging through catalogs by hand.
engineering notes
- covered 180+ universities and 20k+ courses in the local project data
- used retrieval/llm flow to ground answers in collected equivalency records
- supported transcript-style course extraction and transfer-evaluation queries
- AI/LLM
- RAG
- Data ingestion
- Search