O

ollama

The best GUI for local running AI, uncensored, custom, offline!

Download models, manage models, chat with models, ect...

All in one app! Your personal, private, locally running, AI chat assistant!

Hofund — AI Code Review Bot

Named after Heimdall's sword — the gatekeeper that nothing passes without scrutiny.

Hofund is a GitLab-integrated bot that automatically reviews merge requests before they are merged. It uses a locally-hosted LLM (via Ollama) to analyse diffs and post structured feedback as MR comments.

Features (planned) Triggered on MR open and update via GitLab CI pipeline Analyses the diff and posts a structured review comment Flags hardcoded secrets, credentials, and environment variables Detects common anti-patterns and code smells Summarises what changed and why it may be risky Tech Stack Language: Go Model: Local LLM via Ollama (no external API calls) Integration: GitLab CI + GitLab REST API Security scanning: Snyk, SonarQube

Projet de détection de fake news utilisant une architecture Retrieval-Augmented Generation (RAG).

Le système compare un article avec une base de données vectorielle d’articles de référence afin de prédire un verdict (TRUE / FAKE / UNCERTAIN) et générer une justification avec un LLM local.

Pipeline :

Prétraitement et découpage du texte Génération d’embeddings (Ollama) Stockage dans ChromaDB Recherche des passages similaires Vote majoritaire pour le verdict Génération d’explication avec un LLM

Technologies : Python, Ollama, ChromaDB, scikit-learn, pytest.

Projet réalisé dans le cadre de la formation Développeur en Intelligence Artificielle (Simplon).

Shell wrapper for OpenAI's ChatGPT, Whisper, and TTS. Features LocalAI, Ollama, Gemini, Anthropic, and more.

🤖 nGPT: A Swiss army knife for LLMs: powerful CLI and interactive chatbot in one package. Seamlessly work with OpenAI, Ollama, Groq, Claude, Gemini, or any OpenAI-compatible API to generate code, craft git commits, rewrite text, and execute shell commands. Fast, lightweight, and designed for both casual users and developers.

https://nazdridoy.github.io/ngpt/

DocuMind es un sistema de organización automática de documentos para Linux desktop, impulsado por IA local (Ollama/Llama3 o HuggingFace). Procesa PDFs, imágenes, vídeos, audio y código: extrae texto/OCR, transcribe, analiza contenido y clasifica/archiva según ISO 15489 (facturas, legal, trabajo, personal, multimedia). Detecta duplicados, registra auditoría en SQLite y prioriza privacidad offline.

Desarrollada en Python 3.10+ con PyMuPDF, Tesseract, Vosk/Whisper, multiprocessing y optimizaciones (xxHash, caching, GPU), demuestra expertise en integración LLM locales/multimodales, procesamiento paralelo, arquitectura modular escalable y evolución hacia GUI PyQt6 con drag-and-drop, búsqueda full-text y empaquetado RPM/Flatpak. (612 caracteres)

Scriptoria is a modular, multi-agent Python system for generating complete books from idea to finished product using AI models like Ollama (Gemma) or OpenAI. Each agent is a standalone Python script that can be run directly or orchestrated via the scriptoria CLI.

A flexible AI agent for the CLI, powered by a customizable skill system.

LINMAN AI ASSISTANT (OLLAMA) Intelligent System Analysis

A flexible AI coding agent for the CLI, powered by a customizable prompt engine.

AI RAG Experiment

🖤🧡

Provide FRCC DSIR the ability to securely, confidently, and efficiently answer questions informed from our team’s codebases. In places where confidence is low, it should be flagged as low to inform the person interacting with the system.

langchain + ollama + mcp

LangChain Ollama

use golang and LLM

Model Context Protocol MCP Demo With Langchain MCP ADAPTERS Ollama