Document Topic Extraction with Large Language Models (LLM) and the Latent Dirichlet Allocation…

Document Topic Extraction with Large Language Models (LLM) and the Latent Dirichlet Allocation (LDA) Algorithm

A guide on how to efficiently extract topics from large documents using Large Language Models (LLM) and the Latent Dirichlet Allocation (LDA) algorithm.

Introduction

I was developing a web application for chatting with PDF files, capable of processing large documents, above 1000 pages. But before starting a conversation with the document, I wanted the application to give the user …

ai langchain lda llm text-preprocessing