luca-cli 0.1.4

CLI tool for the Luca assistant

LUCA CLI Client

Overview

The LUCA CLI Client is a command-line interface for your LUCA assistant.

It allows you to interact with an assistant that lives in your terminal. This is a non-intrusive user experience, that means you still have complete control over your terminal. But the assistant is always a command away.

Capabilities

We have designed the system to be able to:

• Retrieve and search relevant research papers from ArXiv.
• Retrieve experiments logged in a Weights & Biases project.
• Generate and execute Python and bash commands.

With these capabilities, you can use the assistant to:

• Generate reports that theorize and summarize your research experiments.
• Generate a project plan to tackle a new research problem.
• Brainstorm, ideate generate new hypotheses based on your current experiments.

Pre-installation

Before installing the LUCA CLI, please make sure you have created an account on the LUCA platform. Additionally, make sure you have exported the SERVER_URL environment variable to your local machine.

export SERVER_URL="http://<your-server-ip>:8000"

You can find the SERVER_URL in your LUCA account dashboard.

Installation

pip install luca-cli

Usage

luca --help

As soon as you pip install the package, please run the following command under any $ROOT directory:

luca init

This will initialize the assistant and create a knowledge base $ROOT/.luca/kb.txt.
This knowledge base will be updated with new information as you use the assistant.

After the initialization, you can start interacting with the assistant by just typing your prompt:

luca "Research papers on reinforcement learning."

If you are using Weights & Biases to log your experiments, you can set your
W&B API key and entity name as environment variables and re-initialize the assistant:

export WANDB_API_KEY="your-wandb-api-key"
export WANDB_ENTITY="your-wandb-entity"
luca init

This will update the assistant and allow the assistant to access your W&B experiments. You can then do cool things like:

luca "Export a powerpoint report of all the experiments in my wandb project <your-wandb-project-name>?"

You can create reports that theorize and summarize your experiments and help you
analyze the experiments to come up with better hypotheses for the next set of experiments. Any file the assistant creates will be synced to your local machine and saved
in under the $ROOT/.luca/artifacts directory.

We plan to significantly expand the set of capabilities of the assistant with each new release.
Please provide your unfiltered thoughts, suggestions and feedback to us by using the luca feedback command.

luca feedback "I love the assistant!"

Cheers,
The LUCA team