Posts tagged: Research paper

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Effective usage of LLM LLM Product RAG Research paper SQL TIL Thoughts fine tuning fine-tuning metaprogramming ollama postgres project prompt engineering quantization ruby scaling security vulnerability web

Enhancing Retrieval with Hypothetical Document Embeddings (HyDE) in RAG Systems

Find the paper here RAG The Retrieval-Augmented Generation (RAG) technique offers a promising approach when leveraging large language models like LLMs to build knowledge bases. Envision creating a...

October 5, 2023

LLM RAG Research paper

Lost In The Middle

I've been working with large language models from across the spectrum, including OpenAI GPT, Anthropic, LLAMA, etc., for quite some time. For most of this journey, I was leaning towards selecting...

July 28, 2023

LLM prompt engineering Research paper