Grzegorz Kossakowski - profile picture

Grzegorz Kossakowski

Deep Learning ∩ Applications. A recent pivot from a 'promising career' in systems programming (core team behind the Scala programming language). Pastime: Ambient Computing.

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Tagged “llms”

Prompt engineering tricks for LLMs

Most people overcomplicate prompt engineering. There are 100-page-long prompt cookbooks that can be distilled into a few techniques that have the highest leverage.


RAG without embeddings and AI infra companies

At Hotseat, we've hit a major milestone: the relevance of quotes from our PDF repository has jumped from 18% to 72%.


You don't want to work with embeddings

Embeddings are the assembly of the AI world. We should spare people touching them and climb the abstraction ladder as fast as possible. As we did in software.