This article explores RAG-related projects and resources, such as the tools ‘rankrag’ and ‘stanford storm 2.0 writer’. It also covers the use of LLMs for generating content, images, and audio queries while updating performance metrics.

rankrag

standford storm 2.0 writer

togethercomputer moa

starrag

hipporag

https://github.com/microsoft/graphrag

https://github.com/danielmiessler/fabric

https://github.com/infiniflow/ragflow

https://github.com/Jenqyang/LLM-Powered-RAG-System

https://github.com/lamini-ai/Lamini-Memory-Tuning


llm generate images for content

llm generate tags & categories for content

llm generate embedding for content

llm generate query words

llm generate query image/audio

system perform full text search

system perform vector search

llm generate relevance or preference

llm generate potential query for content

system update relevance based on llm preference

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