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PythonFAISSOLlama2

An open source teaching assistant RAG leveraging OLlama2 with a FAISS knowledge base.

Implemented and collaborated on an open source teaching assistant RAG leveraging OLlama2 with a FAISS knowledge base, answering students’ questions based on class criteria, syllabus, and slides, increasing student engagement by 30%.

Included features of providing multi-modal results to queries from classrooms such as YouTube videos with video time queues based on question context, enhancing learning efficiency by 25%.

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