Improving recommendation systems and search in the age of LLMs(eugeneyan.com)

379 points by 7d7n 1 year ago | 88 comments

Eugene Yan's long-form survey of how industrial recommendation and search systems are using LLMs across model architecture, data generation, training paradigms, and unified frameworks.

Counterfactual evaluation for recommendation systems(eugeneyan.com)

69 points by kurinikku 9 months ago | 5 comments

Patterns for building LLM-based systems and products(eugeneyan.com)

372 points by 7d7n 3 years ago | 49 comments

Eugene Yan's long-form blog post describing seven practical patterns, such as evals, RAG, and fine-tuning, for integrating large language models into systems and products.

Push notifications – What to push, what not to push, and how often(eugeneyan.com)

90 points by mts_ 2 years ago | 113 comments

Experimenting with LLMs to Research, Reflect, and Plan(eugeneyan.com)

131 points by gk1 3 years ago | 14 comments

What we talk about when we talk about system design(maheshba.bitbucket.io)

222 points by scv119 3 years ago | 29 comments