"My agent understands me better": Integrating Dynamic Human-like Memory Recall and Consolidation in LLM-Based Agents

This project is a demonstration of a dialogue agent system that implements human-like memory processes, as described in the following research papers:

https://dl.acm.org/doi/fullHtml/10.1145/3613905.3650839

https://arxiv.org/abs/2404.00573

Setup

1. Create a virtual environment:

python -m venv venv

2. Activate the virtual environment:

source venv/bin/activate  # For Unix/Linux

venv\Scripts\activate.bat  # For Windows

3. Install the required packages:

pip install -r requirements.txt

4. Open the config/globals file and enter your name in the user field.

5. Open the config/prompts file and enter your custom prompts.

6. Running the Demo

python run.py