Package Health Score

64 / 100

security
No known security issues
popularity
Limited
maintenance
Healthy
community
Limited

Popularity

Limited

GitHub Stars: 5
Forks: 0
Contributors: 5

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package archytas, we found that it has been starred 5 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Nov 15, 2024
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
0
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

GPL-3.0

Non-Permissive License

We noticed that this project uses a license which requires less permissive conditions such as disclosing the source code, stating changes or redistributing the source under the same license. It is advised to further consult the license terms before use.

Security Policy

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Maintenance

Healthy

Commit Frequency

Open Issues: 4
Open PR: 0
Last Release: 8 days ago
Last Commit: 2 months ago

Further analysis of the maintenance status of archytas based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Healthy.

We found that archytas demonstrates a positive version release cadence with at least one new version released in the past 3 months.

In the past month we didn't find any pull request activity or change in issues status has been detected for the GitHub repository.

Community

Limited

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 5
Funding: No

This project has seen only 10 or less contributors.

We found a way for you to contribute to the project! Looks like archytas is missing a Code of Conduct.

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Package

Python Versions Compatibility: <4.0,>=3.10

Age: 2 years
Latest Release: 8 days ago
Dependencies: 0 Direct
Versions: 28
Maintainers: 3
Wheels: OS Independent

Readme

Archytas: A Tools Interface for AI Agents

Implementation of the ReAct (Reason & Action) framework for Large Language Model (LLM) agents. Mainly targeting OpenAI's GPT-4.

Easily create tools from simple python functions or classes with the @tool decorator. A tools list can then be passed to the ReActAgent which will automagically generate a prompt for the LLM containing usage instructions for each tool, as well as manage the ReAct decision loop while the LLM performs its task.

Tools can be anything from internet searches to custom interpreters for your domain. Archytas provides a few built-in demo tools e.g. datetime, fibonacci numbers, and a simple calculator.

Demo

Short demo of using the PythonTool to download a COVID-19 dataset, and perform some basic processing/visualization/analysis/etc.

click to watch original video on youtube

Quickstart

# make sure poetry is installed
pip install poetry

# clone and install
git clone git@github.com:jataware/archytas.git
cd archytas
poetry install

# make sure OPENAI_API_KEY var is set
# or pass it in as an argument to the agent
export OPENAI_API_KEY="sk-..."

# run demo
poetry run chat-repl

Simple Usage

Import pre-made tools from the tools module

from archytas.react import ReActAgent, FailedTaskError
from archytas.tools import PythonTool

from easyrepl import REPL

# create the agent with the tools list
some_tools = [PythonTool, ..., etc.]
agent = ReActAgent(tools=some_tools, verbose=True)

# REPL to interact with agent
for query in REPL():
    try:
        answer = agent.react(query)
        print(answer)
    except FailedTaskError as e:
        print(f"Error: {e}")

Documentation

See the wiki docs for details.

FAQs

What is archytas?

A library for pairing LLM agents with tools so they perform open ended tasks. Visit Snyk Advisor to see a full health score report for archytas, including popularity, security, maintenance & community analysis.

Is archytas popular?

The python package archytas receives a total of 490 weekly downloads. As such, archytas popularity was classified as limited. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is archytas well maintained?

We found that archytas demonstrated a healthy version release cadence and project activity. It has a community of 5 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is archytas safe to use?

The python package archytas was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 22 November-2024, at 02:46 (UTC).

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archytas

A library for pairing LLM agents with tools so they perform open ended tasks For more information about how to use this package see README

Ensure you're using the healthiest python packages

Package Health Score

Popularity

Direct Usage Popularity

Security

Security and license risk for latest version

Non-Permissive License

Maintenance

Commit Frequency

Community

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Package

Readme

Archytas: A Tools Interface for AI Agents

Demo

Quickstart

Simple Usage

Documentation

FAQs

What is archytas?

Is archytas popular?

Is archytas well maintained?

Is archytas safe to use?

Build a secure application checklist

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Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

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Readme

Archytas: A Tools Interface for AI Agents

Demo

Quickstart

Simple Usage

Documentation

FAQs

What is archytas?

Is archytas popular?

Is archytas well maintained?

Is archytas safe to use?

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Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

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