Introduction It is an open-source RAG (Retrieval-Augmented Generation) engine built on deep document understanding. It mainly provides a streamlined RAG workflow for enterprises and individuals of various sizes, leveraging large language models (LLMs) to handle users’ diverse complex format data, offering reliable Q&A and well-founded citations. Its main features include: 1. Deep Document Understanding: Capable … Read more
Click the blue text above to follow us 1. Introduction In the wave of artificial intelligence, Retrieval-Augmented Generation (RAG) technology has become a hot topic in research and application due to its unique advantages. RAG technology combines the powerful generative capabilities of large language models (LLMs) with efficient information retrieval systems, providing users with a … Read more
In the previous article, we primarily used SimpleDirectoryReader to process documents. Today, we will explore how to use LlamaParse to handle more complex PDF documents, achieving more accurate document parsing and information extraction. 1. Introduction to LlamaParse LlamaParse is a tool specifically designed for handling complex documents, with the following features: Accurate layout recognition Table … Read more