Evaluation and Experiment Tracking for LLM’s

Have you ever done text generation with an LLM and though: I wish I could track experiments and evaluate different LLM results in terms of cost, sample comparison and memory together like below? If yes this article for you. Experimentation tracking is one critical piece of model development which is very important as it helps … Continue reading Evaluation and Experiment Tracking for LLM’s →

Understanding RAG and Vector DB

For anyone in the field of AI and ML, they probably do know all of these terms. But how do you explain these to someone new. Let's try understanding this. USE CASE: Mark wants to plan a trip to Georgia in Europe and he wants to use an LLM for this. INTERACTION WITH LLM: Attempt … Continue reading Understanding RAG and Vector DB →