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hackuta

Built at Agentic Memory & Context Engineering Hackathon · Oct 11, 2025 · San Francisco, CA

Demo video · www.youtube.com/…

It combines memory/context engineering with Retrieval-Augmented Generation (RAG) using MongoDB Atlas vector search and OpenAI LLMs. The system intelligently decides whether to answer from session memory/summary or perform a full RAG search for each user query, optimizing both latency and relevance.

Team