View lagent on Snyk Open Source Advisor

Package Health Score

72 / 100

security
Security review needed
popularity
Recognized
maintenance
Healthy
community
Sustainable

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Popularity

Recognized

GitHub Stars: 1.93K
Forks: 201
Contributors: 40

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package lagent, we found that it has been starred 1,925 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Oct 21, 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
5
M
0
L

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

License

Apache-2.0

Security Policy

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Maintenance

Healthy

Commit Frequency

Open Issues: 1
Open PR: 7
Last Release: 2 months ago
Last Commit: 17 days ago

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

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

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Sustainable

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 40
Funding: No

With more than 10 contributors for the lagent repository, this is possibly a sign for a growing and inviting community.

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

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Package

Python Versions Compatibility: Unspecified

Age: 1 year
Latest Release: 21 days ago
Dependencies: 14 Direct / 135 Total
Versions: 11
Maintainers: 0
Wheels: OS Independent

Readme

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https://github.com/InternLM/lagent/assets/24622904/3242f9bf-32d2-4907-8815-e16a75a4ac0e

Getting Started

Please see the overview for the general introduction of Lagent. Meanwhile, we provide extremely simple code for quick start. You may refer to examples for more details.

Installation

Install with pip (Recommended).

pip install lagent

Run a Web Demo

You need to install Streamlit first.

# pip install streamlit
streamlit run examples/internlm2_agent_web_demo.py

What's Lagent?

Lagent is a lightweight open-source framework that allows users to efficiently build large language model(LLM)-based agents. It also provides some typical tools to augment LLM. The overview of our framework is shown below:

Major Features

Stream Output: Provides the stream_chat interface for streaming output, allowing cool streaming demos right at your local setup.
Interfacing is unified, with a comprehensive design upgrade for enhanced extensibility, including:
- Model: Whether it's the OpenAI API, Transformers, or LMDeploy inference acceleration framework, you can seamlessly switch between models.
- Action: Simple inheritance and decoration allow you to create your own personal toolkit, adaptable to both InternLM and GPT.
- Agent: Consistent with the Model's input interface, the transformation from model to intelligent agent only takes one step, facilitating the exploration and implementation of various agents.
Documentation has been thoroughly upgraded with full API documentation coverage.

💻Tech Stack

All Thanks To Our Contributors:

Citation

If you find this project useful in your research, please consider cite:

@misc{lagent2023,
    title={{Lagent: InternLM} a lightweight open-source framework that allows users to efficiently build large language model(LLM)-based agents},
    author={Lagent Developer Team},
    howpublished = {\url{https://github.com/InternLM/lagent}},
    year={2023}
}

License

This project is released under the Apache 2.0 license.

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lagent dependencies

arxiv distro filelock func-timeout json5 jsonschema jupyter jupyter-client requests streamlit termcolor tiktoken timeout-decorator typing-extensions

FAQs

What is lagent?

A lightweight framework for building LLM-based agents. Visit Snyk Advisor to see a full health score report for lagent, including popularity, security, maintenance & community analysis.

Is lagent popular?

The python package lagent receives a total of 1,077 weekly downloads. As such, lagent popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is lagent well maintained?

We found that lagent demonstrated a healthy version release cadence and project activity. It has a community of 40 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is lagent safe to use?

While scanning the latest version of lagent, we found that a security review is needed. A total of 0 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 18 December-2024, at 00:37 (UTC).

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lagent

A lightweight framework for building LLM-based agents For more information about how to use this package see README

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Readme

Getting Started

Installation

Run a Web Demo

What's Lagent?

Major Features

💻Tech Stack

All Thanks To Our Contributors:

Citation

License

lagent dependencies

FAQs

What is lagent?

Is lagent popular?

Is lagent well maintained?

Is lagent safe to use?

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Commit Frequency

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Readme

Getting Started

Installation

Run a Web Demo

What's Lagent?

Major Features

💻Tech Stack

All Thanks To Our Contributors:

Citation

License

lagent dependencies

FAQs

What is lagent?

Is lagent popular?

Is lagent well maintained?

Is lagent safe to use?

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Source Code

Open Source

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Config

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