Sevan Marian

3mo ago

Fleet AI Copilot - IT chatbot that simplifies your life

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.

Robin Marillia

3mo ago

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 approach has its own strengths and trade-offs: