Sept. 13, 2023, 7:14 p.m. | Stefan Krawczyk

Towards Data Science - Medium towardsdatascience.com

LLMOps: Production Prompt Engineering Patterns with Hamilton

An overview of the production-grade ways to iterate on prompts with Hamilton

Prompts. How do you evolve them in a production context? This post is based on one that originally appeared here. Image from pixabay.

What you send to your large language model (LLM) is quite important. Small variations and changes can have large impacts on outputs, so as your product evolves, the need to evolve your prompts will too. LLMs …

context engineering generative ai tools hamilton image iterate language language model large language large language model llm llmops mlops open source overview patterns production prompt prompts python small them

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