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https://github.com/empyrealapp/emp-agents
https://github.com/empyrealapp/emp-agents
Last synced: 1 day ago
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- Host: GitHub
- URL: https://github.com/empyrealapp/emp-agents
- Owner: empyrealapp
- License: mit
- Created: 2024-11-24T18:56:09.000Z (about 2 months ago)
- Default Branch: main
- Last Pushed: 2025-01-07T14:00:30.000Z (14 days ago)
- Last Synced: 2025-01-07T14:37:46.046Z (14 days ago)
- Language: Python
- Size: 837 KB
- Stars: 10
- Watchers: 3
- Forks: 3
- Open Issues: 5
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# emp-agents
A library for building low-code, capable and extensible autonomous agent systems open sourced by [Empyreal](https://empyrealsdk.com/).
---
## Docs
Read the docs [here](https://emp-agents.empyrealsdk.com/)
---
## Quick Start
```shell
pip install emp-agents
```
```python
import asyncio
import os
from eth_rpc import set_alchemy_key
from emp_agents.agents.skills import SkillsAgent
from emp_agents.tools.dexscreener import DexScreenerSkill
from emp_agents.tools.protocol.erc20 import ERC20Skill
from emp_agents.tools.protocol.wallets import SimpleWalletSkill
from emp_agents.types import OpenAIModelType
if alchemy_key := os.environ.get("ALCHEMY_KEY"):
set_alchemy_key(alchemy_key)
agent = SkillsAgent(
skills=[
ERC20Skill,
SimpleWalletSkill,
DexScreenerSkill,
],
default_model=OpenAIModelType.gpt_4o,
openai_api_key=os.environ.get("OPENAI_API_KEY"),
)
if __name__ == "__main__":
asyncio.run(agent.run())
```
## Available SkillSets
SkillSets are designed to extend the capabilities of the agent by providing a collection of tools that can be used to perform tasks. The following SkillSets are currently available
- [SimpleWalletSkill](https://github.com/empyrealapp/emp-agents/blob/main/src/emp_agents/tools/protocol/wallets/simple.py)
- [ERC20Skill](https://github.com/empyrealapp/emp-agents/blob/main/src/emp_agents/tools/protocol/erc20/__init__.py)
- [GmxSkill](https://github.com/empyrealapp/emp-agents/blob/main/src/emp_agents/tools/protocol/gmx/__init__.py)
- [TwitterSkill](https://github.com/empyrealapp/emp-agents/blob/main/src/emp_agents/tools/twitter/__init__.py)
- [DexScreenerSkill](https://github.com/empyrealapp/emp-agents/blob/main/src/emp_agents/tools/dexscreener/__init__.py)
## Creating a Custom SkillSet
SkillsSets is a collection of tools that can be used to build agents. To create a custom SkillsSet, you can subclass the `SkillsSet` class and implement the `tools` property. SkillSets are designed to be modular and extensible and they are supported both by the OpenAI models and Anthropic models.
You can see an example of a custom SkillsSet in the [docs](./docs/agents.md).
## Future Work
Some of the features we are working on open sourcing are:
- Agent Autonomy
- Simulacrum SkillSet
- Agent Memory system
- Research SkillSets
- Prebuilt Agent Templates
- Pluggable library components
Reach out at [EmpyrealSDK](https://x.com/EmpyrealSDK) if you would like to learn more about the project.