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

Screenshot of eugeneyan.com: Experimenting with LLMs to Research, Reflect, and Plan

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Screenshot of eugeneyan.com: Patterns for building LLM-based systems and products

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.

llm llm-evals retrieval-augmented-generation fine-tuning

Screenshot of blog.kasperjunge.com: The Most Underrated Application of LLMs

The Most Underrated Application of LLMs (blog.kasperjunge.com)

56 points by juunge 3 years ago | 22 comments

Screenshot of eugeneyan.com: Improving recommendation systems and search in the age of LLMs

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.

recommendation-systems search llm information-retrieval