ollma

The latest graphrag interface is used, using the local ollama to provide the LLM interface.Support for using the pip installation

CDoc lets you chat with your documents using local LLMs, combining Ollama, ChromaDB, and LangChain for offline, secure, and efficient information extraction. Perfect for researchers, developers, and professionals seeking quick insights from their documents.

Privacy-first local AI backend. Run 100+ LLMs (Llama 3, Mistral, etc.) on your infra via Ollama with JWT auth, RBAC, and PostgreSQL. No data leaves your server.

This repository contains a complete pipeline for Fine-Tuning Language Models (LLMs) using the Unsloth/MLX library. The project is structured to facilitate the loading of quantized models.

Horizon AI Agent – Local desktop AI assistant with Ollama, long-term memory via video embeddings (memvid), document RAG, web search, modding API, adaptive style, teach & think modes. Python + PyQt6.

This is a security-first NL-to-SQL solution designed for enterprises with small to medium-sized databases. It enables natural language querying of data while ensuring that all processing remains fully on-premises. No data is sent to external cloud environments, and no sensitive information is exposed to external LLM services.

本地大模型 MaaS 网关原型 | OpenAI 兼容 + 多租户 + 智能路由 + Prometheus 监控

完全ローカル環境（Mac Apple Silicon）で動作する、「通常のVector RAG」と「Microsoft GraphRAG」の比較・検証プラットフォームです。

AI Model (llava from ollama) used to generate description of a image. A mere 7b Model was used. Documentation PDF : https://drive.google.com/file/d/1dHPw1Z0hPHerkl3kMPB_Inmaaovv0M1r/view?usp=drivesdk

AI-powered code review bot for GitHub PRs — auto-reviews pull requests using open-source LLMs (Llama, DeepSeek) with inline comments, severity analysis, and a React analytics dashboard.

a simple spreadsheet automation uisng AI agents

出典つきで回答するローカルLLM RAG（Ollama + Chroma）。チャンク戦略を hit-rate/MRR で定量評価

Streamlit multi-agent hotel scout for 🇭🇰 CityU & PolyU students — Ollama · Qwen, OpenAI Agents SDK, SQLite; EN / 简体中文 reports.

AI based medical insurance claim auditor