Open Source Data Science News

👏 A Practical Approach to Building LLM Applications with Liron Itzhaki Allerhand

Dean Pleban
2025-05-13 2 min read
👏 A Practical Approach to Building LLM Applications with Liron Itzhaki Allerhand
👏 A Practical Approach to Building LLM Applications with Liron Itzhaki Allerhand

How to productionize LLMs: from data prep and prompt design to evaluation, privacy, and future trends like in-context learning....

👏 A Practical Approach to Building LLM Applications with Liron Itzhaki Allerhand

Dean Pleban and Liron Itzhakhi Allerhand explore what it really takes to move LLMs into production. They cover how to define clear requirements, prep data for RAG, engineer effective prompts, and evaluate model performance using concrete metrics. The conversation dives into managing sensitive data, avoiding leakage, and why crisp outputs and clear user intent matter. Plus: future trends like in-context learning and the decoupling of foundation models from vertical apps.

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Source: DagsHub Blog Word count: 748 words
Published on 2025-05-13 16:29