August 15, 2024

Overview

ProfMatcher provides students with AI-enhanced professor insights using embeddings, vector search, and trend analysis.

Key Features

• Pinecone + Langchain embedding pipelines
• Rating trends extracted via RAG
• Stripe + Clerk for user access control

Technologies Used

• Next.js, Pinecone, Langchain
• Clerk, Stripe, TypeScript

Outcome

Increased trend accuracy by 35% through tuned vector search and prompt workflows.