erdemyavuz/ai_memory_graph

🧠 AI Memory Graph

Welcome to the live demo of the AI Memory Graph!

This application is an AI-powered memory system that extracts structured knowledge from multi-user group chats. It goes beyond simple chatbots by supporting group dialogues, extracting triplets (subject-predicate-object) using Transformer-based NLP models, and visualizing relationships dynamically.

🚀 How to Use It?

1. 1.Enter a Sender name and a Message in the left sidebar.
2. 2.Click ➕ Add Message to simulate a group chat environment.
3. 3.Click 🔍 Extract Triplets to run the SpaCy Transformer model and extract structural information.
4. 4.Finally, click 🌐 Show Knowledge Graph to render the interactive NetworkX memory graph!

🛠️ Tech Stack

• —Backend: Python, FastAPI logic (adapted for Streamlit)
• —NLP Model: SpaCy (en_core_web_trf)
• —Graph Visualization: NetworkX, PyVis
• —Frontend: Streamlit

Developed by Erdem Yavuz Hacisoftaoglu