script which performs RAG and use a local LLM for Q&A

Repository for the QUEST App prototype.

A Retrieval-Augmented Generation (RAG) system built with Ollama and ChromaDB, featuring a Streamlit web interface for document upload and testing.

A collection of small ollama-based scripts I use in the console

AI Chat & RAG Like Perplexity

All-in-One Translation tool that combines Machine Translations, LLMs, Translation Memories, Termbases and more

Deploy resources onto EC2, Lambda, RDS, S3 etc. Needed to run an LLM Application communicating to an Ollama server deployed in AWS.

A Discord bot integrating large language models using Discord.JS, Ollama and MySQL.

Automated forensic document auditor utilizing a local RAG pipeline (Llama 3.2 & ChromaDB) to detect financial and date discrepancies with 100% data privacy. Engineered for the Digital Accelerator division to streamline contract reviews and eliminate manual auditing errors through advanced MMR retrieval logic.

A Retrieval-Augmented Generation (RAG) system using FastAPI, Qdrant, and Ollama to provide expert knowledge about Pittsburgh.

Local-first RAG system with runtime document ingestion using Ollama and FastAPI

AI-powered autonomous client for the SpaceMolt MMO game

A conversational AI currently used to respond to user input and commands and map them to acceptable outputs

Um cliente de console .NET para interagir com o Ollama, permitindo conversas com modelos de linguagem de forma local.

A secure, privacy-preserving electronic voting system built with React, Node.js, PostgreSQL, and Ethereum blockchain (Sepolia testnet) integration.

Production-grade self-hosted inference gateway with OpenAI-compatible API

Semantic book recommendation system

A content safety platform that uses Ollama (LLMs + Embeddings) to detect and act on harmful content in real-time and safeguards content creators on social media platforms.

RAG platform with Dockerized ingestion, retrieval, vector storage, and LLM services

AI-powered freelance simulator to practice client communication with different personas before signing your first contract.