About This Project

This project is a rough reconstruction of the core functions of the MemGPT project, expanded with the following contents:

• Chat interface with voice input and output
• Use of the OpenAI Assistants API (enables, among other things, automatic management of chat history)

Note: The project name is misleading by now. It was planned to include parts in Rivet (a visual programming tool), but in the end it was done fully in code.

Technical Overview

• Node.js/TypeScript backend (/server/src/) manages all communication with the OpenAI API and provides an express API interface
• Python frontend (gradio) for the chat interface and voice input and output
• sqlite database for relational data
• llamaindex for the vector database

Installation

• git clone https://github.com/ai-made-approachable/memgpt_prototyp.git
• pip install -r requirements.txt in /app/
• npm install in /server/
• Make OPENAI_API_KEY available in the environment

Visual Code Example

launch.json

{
    "version": "0.2.0",
    "configurations": [
        {
            "type": "node",
            "request": "launch",
            "name": "Launch Backend",
            "preLaunchTask": "build",
            "skipFiles": [
                "<node_internals>/server/**"
            ],
            "program": "${workspaceFolder}/server/src/main.ts",
            "outFiles": [
                "${workspaceFolder}/server/**/*.js"
            ],
            "env": {
                "OPENAI_API_KEY": "YOUR KEY"
            }
        },
        {
            "type": "python",
            "request": "launch",
            "name": "Launch Frontend",
            "program": "${workspaceFolder}/app/main.py",
            "env": {
                "OPENAI_API_KEY": "YOUR KEY"
            }
        }
    ],
    "compounds": [
        {
            "name": "Launch Both",
            "configurations": ["Launch Backend", "Launch Frontend"]
        }
    ]
}

#### tasks.json

{
  "version": "2.0.0",
  "tasks": [
    {
      "label": "build",
      "type": "shell",
      "command": "npm run build",
      "options": {
        "cwd": "${workspaceFolder}/server"
      }
    }
  ]
}