jnaglick / gpt-toolbox

A GPT-based system that generates and executes high-level plans, using specialized "agents" that augment LLMs with better reasoning and external information sources

🧰 GPT Toolbox

A system that augments GPT with general purpose tools. Currently implemented via gpt4 plugin that must be running on localhost.

Setup:

1. You need the following from OpenAI:

   • API key: https://platform.openai.com/signup

   • GPT4 plugin developer access: Be subscribed to "Plus" and join the waitlist for plugin dev https://openai.com/waitlist/plugins

2. Init the project: make init

3. Edit the env file .env, put required API keys where specified

Env:

The env

Name	Type	Description
OPENAI_API_KEY	string	OpenAI API key
LOG_LEVEL	string	Log level (VERBOSE, NORMAL, ERROR, NONE)
WANDB_ENABLED	boolean	Enable Weights & Biases logging

Plugin

1. Start the server on localhost:3333:

make start

Credits:

• OpenAI cookbook (https://github.com/openai/openai-cookbook/tree/main/examples)

• Before this was a plugin, this project started as a different way of doing "agents" (w/o the AgentExecutor) from Langchain (https://github.com/hwchase17/langchain)

• The executive agent is an implementation of the planning step of the system described in HuggingGPT (https://arxiv.org/pdf/2303.17580.pdf) and its prompt was forked from JARVIS (https://github.com/microsoft/JARVIS)

• Project named by gpt3.5, logo by midjourney

Logo: