uagents

A fast and lightweight framework for creating decentralized agents with ease.

https://github.com/fetchai/uagents

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (16.1%) to scientific vocabulary

Keywords

agents ai ai-agents llm multi-agent-systems
Last synced: 6 months ago · JSON representation ·

Repository

A fast and lightweight framework for creating decentralized agents with ease.

Basic Info
  • Host: GitHub
  • Owner: fetchai
  • License: apache-2.0
  • Language: Python
  • Default Branch: main
  • Homepage:
  • Size: 30.9 MB
Statistics
  • Stars: 1,474
  • Watchers: 27
  • Forks: 325
  • Open Issues: 29
  • Releases: 74
Topics
agents ai ai-agents llm multi-agent-systems
Created over 3 years ago · Last pushed 6 months ago
Metadata Files
Readme Contributing License Code of conduct Citation Codeowners Security

README.md

uAgents: AI Agent Framework

Official Website GitHub Repo stars Twitter Follow Ruff Tests PyPI - Python Version

uAgents is a library developed by Fetch.ai that allows for creating autonomous AI agents in Python. With simple and expressive decorators, you can have an agent that performs various tasks on a schedule or takes action on various events.

🚀 Features

  • 🤖 Easy creation and management: Create any type of agent you can think of and implement it in code.
  • 🔗 Connected: On startup, each agent automatically joins the fast-growing network of uAgents by registering on the Almanac, a smart contract deployed on the Fetch.ai blockchain.
  • 🔒 Secure: uAgent messages and wallets are cryptographically secured, so their identities and assets are protected.

⚡ Quickstart

Installation

Get started with uAgents by installing it for Python 3.10 to 3.13:

pip install uagents

Running a Demo

Creating an Agent

Build your first uAgent using the following script:

python3 from uagents import Agent, Context alice = Agent(name="alice", seed="alice recovery phrase")

Include a seed parameter when creating an agent to set fixed addresses, or leave it out to generate a new random address each time.

Giving it a task

Give it a simple task, such as a greeting:

```python3 @alice.oninterval(period=2.0) async def sayhello(ctx: Context): ctx.logger.info(f'hello, my name is {ctx.agent.name}')

if name == "main": alice.run() ```

Running the Agent

So far, your code should look like this:

```python3 from uagents import Agent, Context

alice = Agent(name="alice", seed="alice recovery phrase")

@alice.oninterval(period=2.0) async def sayhello(ctx: Context): ctx.logger.info(f'hello, my name is {ctx.agent.name}')

if name == "main": alice.run() ```

Run it using:

bash python agent.py

You should see the results in your terminal.

📖 Documentation

Please see the official documentation for full setup instructions and advanced features.

🌱 Examples and Integrations

The uAgent-Examples repository contains several examples of how to create and run various types of agents as well as more intricate integrations. This is the official place for internal and community open source applications built on uAgents.

Python Library

Go to the python folder for details on the Python uAgents library.

uAgents Core

The uagents-core folder contains core definitions and functionalities to build 'agent' like software which can interact and integrate with Fetch.ai ecosystem and agent marketplace.

✨ Contributing

All contributions are welcome! Remember, contribution includes not only code, but any help with docs or issues raised by other developers. See our contribution guidelines for more details.

📄 Development Guidelines

Read our development guidelines to learn some useful tips related to development.

❓ Issues, Questions, and Discussions

We use GitHub Issues for tracking requests and bugs, and GitHub Discussions for general questions and discussion.

🛡 Disclaimer

This project, uAgents, is provided "as-is" without any warranty, express or implied. By using this software, you agree to assume all risks associated with its use, including but not limited to unexpected behavior, data loss, or any other issues that may arise. The developers and contributors of this project do not accept any responsibility or liability for any losses, damages, or other consequences that may occur as a result of using this software.

License

The uAgents project is licensed under Apache License 2.0.

Owner

  • Name: Fetch.AI
  • Login: fetchai
  • Kind: organization

Citation (CITATION.cff)

cff-version: 1.2.0
message: "If you use uAgents in your research or project, please cite it as follows:"
title: μAgents Library
authors:
  - family-names: Fetch.ai
date-released: "2022-09-28"
url: "https://github.com/fetchai/uAgents"
license: "Apache-2.0"

GitHub Events

Total
  • Create event: 167
  • Release event: 31
  • Issues event: 39
  • Watch event: 556
  • Delete event: 141
  • Member event: 5
  • Issue comment event: 98
  • Push event: 500
  • Pull request review comment event: 177
  • Pull request review event: 356
  • Pull request event: 285
  • Fork event: 99
Last Year
  • Create event: 167
  • Release event: 31
  • Issues event: 39
  • Watch event: 556
  • Delete event: 141
  • Member event: 5
  • Issue comment event: 98
  • Push event: 500
  • Pull request review comment event: 177
  • Pull request review event: 356
  • Pull request event: 285
  • Fork event: 99

Packages

  • Total packages: 4
  • Total downloads:
    • pypi 24,912 last-month
  • Total dependent packages: 9
    (may contain duplicates)
  • Total dependent repositories: 4
    (may contain duplicates)
  • Total versions: 173
  • Total maintainers: 4
pypi.org: uagents

Lightweight framework for rapid agent-based development

  • Versions: 53
  • Dependent Packages: 9
  • Dependent Repositories: 4
  • Downloads: 4,953 Last month
Rankings
Dependent packages count: 1.0%
Average: 5.1%
Downloads: 6.8%
Dependent repos count: 7.5%
Maintainers (3)
Last synced: 6 months ago
proxy.golang.org: github.com/fetchai/uAgents
  • Versions: 52
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 6.5%
Average: 6.7%
Dependent repos count: 7.0%
Last synced: 6 months ago
proxy.golang.org: github.com/fetchai/uagents
  • Versions: 52
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 6.5%
Average: 6.7%
Dependent repos count: 7.0%
Last synced: 6 months ago
pypi.org: uagents-core

Core components for agent based systems

  • Versions: 16
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 19,959 Last month
Rankings
Dependent packages count: 9.7%
Average: 32.1%
Dependent repos count: 54.6%
Maintainers (3)
Last synced: 6 months ago

Dependencies

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  • uvicorn 0.20.0
  • websockets 10.4
  • yarl 1.9.2
integrations/t5-base/pyproject.toml pypi
  • python >=3.10,<3.12
  • requests ^2.31.0
  • uagents *
python/poetry.lock pypi
  • aioresponses 0.7.4 develop
  • aiosqlite 0.17.0 develop
  • astroid 2.15.4 develop
  • black 23.3.0 develop
  • dill 0.3.6 develop
  • exceptiongroup 1.1.1 develop
  • geographiclib 2.0 develop
  • geopy 2.3.0 develop
  • ghp-import 2.1.0 develop
  • importlib-metadata 6.6.0 develop
  • iniconfig 2.0.0 develop
  • iso8601 1.1.0 develop
  • isort 5.12.0 develop
  • jinja2 3.1.2 develop
  • lazy-object-proxy 1.9.0 develop
  • markdown 3.3.7 develop
  • markupsafe 2.1.2 develop
  • mccabe 0.7.0 develop
  • mergedeep 1.3.4 develop
  • mkdocs 1.4.3 develop
  • mkdocs-material 9.1.13 develop
  • mkdocs-material-extensions 1.1.1 develop
  • mypy-extensions 1.0.0 develop
  • pathspec 0.11.1 develop
  • platformdirs 3.5.0 develop
  • pluggy 1.0.0 develop
  • pygments 2.15.1 develop
  • pylint 2.17.3 develop
  • pymdown-extensions 10.0.1 develop
  • pyngrok 5.2.3 develop
  • pypika-tortoise 0.1.6 develop
  • pytest 7.3.1 develop
  • pytz 2023.3 develop
  • pyyaml 6.0 develop
  • pyyaml-env-tag 0.1 develop
  • regex 2023.5.5 develop
  • tomli 2.0.1 develop
  • tomlkit 0.11.8 develop
  • tortoise-orm 0.19.3 develop
  • watchdog 3.0.0 develop
  • wrapt 1.15.0 develop
  • aiohttp 3.8.4
  • aiosignal 1.3.1
  • apispec 6.3.0
  • async-timeout 4.0.2
  • attrs 23.1.0
  • bech32 1.2.0
  • certifi 2022.12.7
  • charset-normalizer 3.1.0
  • click 8.1.3
  • colorama 0.4.6
  • cosmpy 0.9.1
  • ecdsa 0.18.0
  • frozenlist 1.3.3
  • googleapis-common-protos 1.60.0
  • grpcio 1.51.1
  • h11 0.14.0
  • idna 3.4
  • importlib-resources 5.12.0
  • jsonschema 4.17.3
  • msgpack 1.0.5
  • multidict 6.0.4
  • packaging 23.1
  • pkgutil-resolve-name 1.3.10
  • protobuf 4.22.4
  • pycryptodome 3.18.0
  • pydantic 1.10.7
  • pyrsistent 0.19.3
  • python-dateutil 2.8.2
  • requests 2.30.0
  • six 1.16.0
  • typing-extensions 4.5.0
  • urllib3 2.0.2
  • uvicorn 0.20.0
  • websockets 10.4
  • yarl 1.9.2
  • zipp 3.15.0
python/pyproject.toml pypi
  • aioresponses ^0.7.4 develop
  • black ^23.1.0 develop
  • mkdocs ^1.4.2 develop
  • mkdocs-material ^9.1.13 develop
  • pylint ^2.15.3 develop
  • pytest ^7.1.3 develop
  • aiohttp ^3.8.3
  • apispec ^6.0.2
  • bech32 ^1.2.0
  • cosmpy ^0.9.1
  • ecdsa ^0.18.0
  • msgpack ^1.0.4
  • pydantic ^1.10.2
  • python >=3.8,<3.12
  • uvicorn ^0.20.0
  • websockets ^10.4
python/src/uagents/setup.py pypi
integrations/bert-base-uncased/poetry.lock pypi
  • aiohttp 3.8.5
  • aiosignal 1.3.1
  • apispec 6.3.0
  • async-timeout 4.0.3
  • attrs 23.1.0
  • bech32 1.2.0
  • certifi 2023.7.22
  • charset-normalizer 3.2.0
  • click 8.1.7
  • colorama 0.4.6
  • cosmpy 0.9.1
  • ecdsa 0.18.0
  • frozenlist 1.4.0
  • googleapis-common-protos 1.60.0
  • grpcio 1.51.1
  • h11 0.14.0
  • idna 3.4
  • jsonschema 4.19.1
  • jsonschema-specifications 2023.7.1
  • msgpack 1.0.6
  • multidict 6.0.4
  • packaging 23.1
  • protobuf 4.24.3
  • pycryptodome 3.19.0
  • pydantic 1.10.12
  • python-dateutil 2.8.2
  • referencing 0.30.2
  • requests 2.31.0
  • rpds-py 0.10.3
  • six 1.16.0
  • typing-extensions 4.8.0
  • uagents 0.6.2
  • urllib3 2.0.5
  • uvicorn 0.20.0
  • websockets 10.4
  • yarl 1.9.2
integrations/bert-base-uncased/pyproject.toml pypi
  • python >=3.10,<3.12
  • requests ^2.31.0
  • uagents *