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Memori: SQL Native Memory Layer for LLMs and AI Agents
Memori is an SQL Native Memory Layer designed for LLMs, AI Agents, and Multi-Agent Systems. It provides a robust and flexible solution for managing long-short term memory, integrating seamlessly with existing software and infrastructure. This project aims to enhance AI systems with persistent, structured memory capabilities, making them more intelligent and context-aware.

shopping-assistant: An AI-Powered Webshop Demo Exploring LLM Interactions
The `shopping-assistant` project is a Java-based webshop demo, 'Bizarre Bazaar', featuring an AI-powered shopping assistant. It explores various LLM interaction modes, from helpful guidance with state management and security guardrails to demonstrating prompt injection attacks and an unethical assistant. This educational application provides practical examples of integrating AI into e-commerce, highlighting both its potential and crucial security considerations.