Abstract: Retrieval-based augmentation enhances large language models (LLMs) by grounding responses in external knowledge. However, in voice-driven assistants that rely on remote cloud retrieval, open ...
Tom Fenton moves from local AI concepts to hands-on tools for matching LLMs to hardware, running local chatbots with Ollama and benchmarking AI performance.
RAG (Retrieval-Augmented Generation) chatbot – Enterprise internal Support AI Assistant. Answers support questions via REST API using hybrid retrieval (BM25 + vector search) over your knowledge base.
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