April 28, 2024 · 806 words · 4 min
LLM has timeliness and phantom problems, in How to solve the problem of large model timeliness and accuracy with? the core principle of RAG technology article I introduced the core principle of RAG, this article will share how to build a local private knowledge base based on llama3 and langchain.
April 24, 2024 · 759 words · 4 min
In the era of information explosion, we are faced with the challenge of vast amounts of data. Retrieving useful information from this data is becoming increasingly difficult for people. To address this issue, researchers have proposed a novel technology called RAG (Retrieval-Augmented Generation).
RAG combines the methods of retrieval and generation to make information extraction from large-scale data more efficient and accurate.
This article will introduce the definition, working principle, and problems addressed by RAG.
April 24, 2024 · 581 words · 3 min
On April 18th, Meta announced Llama3 on their official blog, marking a significant leap in the field of artificial intelligence.