Official code of the paper "SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation"

Course projects for AM207 Fall 2019

Analysis from Adams et al 2018. Hierarchical non-linear Bayesian Hidden Markov models to estimate growth across state management areas in Stan.

A Python implementation of Hidden Topic Markov Model

Comprehensive tools for building (Retrieval Augmented Generation) RAG chatbots.

Articles on Hierarchical Hidden Markov Models

Implementation of Markov Chain Monte Carlo in Python from scratch

Juego conversacional con IA y BD node4J

Designing and training probabilistic graphical models (MATLAB).

An official pytorch implementation of EACL2024 short paper "Flow Matching for Conditional Text Generation in a Few Sampling Steps"

A modular graph-based Retrieval-Augmented Generation (RAG) system

Mastering Applied AI, One Concept at a Time

Full Stack Graph Machine Learning: Theory, Practice, Tools and Techniques

Natural Language is All a Graph Needs - LLM / Graph AI / Knowledge Graph - Experiments

LlamaIndex (formerly GPT Index) is a data framework for your LLM applications

Source Code for Paper "Evolutionary Community Detection in Dynamic Social Networks" IJCNN 2019

Graduation Project

MalBERT is a project to detect malware with a fine tuned BERT model, trained on disassembled samples of malware and benign binaries.

RAG Model Using Llama-3

Chainlit app for advanced RAG. Uses llamaparse, langchain, qdrant and models from groq.

This Repo Contains Types of Agentic RAG System's

Chat Complex PDF with Tables Using IBM WatsonX, Langchain and LlamaParser.

AI-Powered PDF Query: LangChain ReAct agents with Qdrant and Groq's llama3 for intelligent document retrieval.

Parse files for optimal RAG