LLMs

GraphRAG: The Practical Guide for Cost-Effective Document Analysis with Knowledge Graphs

GraphRAG is a pivotal research from Microsoft improving the shortcomings of naive RAG by employing structured Knowledge graph which includes entities relations claims etc for traceability by traversing multi hop

Generative AI, LLMs, NLP, RAGs

Agentic AI: An Introduction to Autonomous Intelligent Systems

AI being no longer confined to passive algorithms is transforming itself into autonomous agents that can perceive reason and act with increasing intelligence These agents are designed to navigate uncertainty

Agentic AI, Deep Learning, Generative AI, LLMs, RAGs

Molmo VLM AI : Paper Explanation and Demo Applications – AllenAI (Ai2)

Molmo VLM is an open source Vision Language Model VLM showcasing exceptional capabilities in tasks like pointing counting VQA and clock face recognition Leveraging the meticulously curated PixMo dataset and

Computer Vision, LLMs, Segmentation, Vision Language Models

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

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