A RAG application for East West University (Only Science Faculty)
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Updated
May 30, 2024 - Python
A RAG application for East West University (Only Science Faculty)
"Ask your PDF" ChatBot : Streamlit App, LangChain, llama3, Nomic embeddings
GPU constrained! No More. Microsoft released Phi3 specially designed for memory/compute constrained environments. The model support ONXX CPU runtime which offers amazing inference speed even on mobile cpu.
Simple agents are good for 1-to-1 retrieval system. For more complex task we need multi steps reasoning loop. In a reasoning loop the agent can break down a complex task into subtasks and solve them step by step while maintaining a conversational memory.
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