LLMs

LightRAG: Simple and Fast Alternative to GraphRAG for Legal Doc Analysis

This article discusses the architecture of LightRAG from HKU, exploring its in-depth internal workings and comparing it with GraphRAG and NaiveRAG for local document analysis.

Deep Learning, Generative AI, LLMs, RAGs

Introduction to Speech to Speech: Most Efficient Form of NLP

We often take out our phones and say, “Hey Siri, play Perfect by Ed Sheeran” or “Ok Google, set an alarm at 7.30 in the morning.” And the work is

Computer Vision, Deep Learning, LLMs, Speech AI, Speech Recognition, Voice AI

ColPali: Enhancing Financial Report Analysis with Multimodal RAG and Gemini

Performing RAG on Unstructured elements that too in complex pdfs like finance, law reports is challenging. ColPali a novel document retrieval approach achieves SOTA results with high quality retrieval. This

Computer Vision, LLMs, RAGs, Vision Language Models

Retrieval Augmented Generation – RAG with LLMs

In this article, we explore RAG with LLMs using LangChain and Hugging Face Transformers.

Hugging Face Transformers, Language Models, LLMs, NLP, RAGs

Fine-Tuning LLMs using PEFT

In this article, we explore different fine-tuning techniques for LLMs and fine-tune the FLAN T5 LLM using PEFT with the Hugging Face Transformers library.