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Robin Marillia
Robin Marillia
started a discussion

The differences between prompt context, RAG, and fine-tuning and why we chose prompting

When integrating internal knowledge into AI applications, three main approaches stand out:1. Prompt Context – Load all relevant information into the context window and leverage prompt caching.2. Retrieval-Augmented Generation (RAG) – Use text embeddings to fetch only the most relevant information for each query.3. Fine-Tuning – Train a foundation model to better align with specific needs.Each...
Robin Marillia
Fleet AI Copilot is your new AI-driven IT assistant, streamlining equipment management and transforming daily IT tasks. It optimizes productivity by personalizing support, centralizing operations, and adapting to your needs, simplifying your life effectively.
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