AmritaCore
AmritaCore is a lightweight Agent runtime built on top of AmritaSense. It delivers native async streaming, tool integration, event hooks, and memory management — everything you need to build interactive, production‑ready Agent applications without the overhead of heavyweight frameworks.
🚀 Fast Lookup
import asyncio
from amrita_core import create_agent
async def main():
agent = create_agent(
base_url="https://api.openai.com/v1",
api_key="your-api-key",
model="gpt-4o-mini",
)
chat = agent.get_chatobject("Hello, how are you?")
print(await chat.full_response())
asyncio.run(main())
🔑 Key Features
- Interactive‑first design — native async streaming with suspend/resume
- Vendor‑agnostic adapter system — OpenAI, Anthropic, and extensible
- Declarative dependency injection — type‑safe, based on function signatures
- Event‑driven hooks — intercept and modify the processing pipeline
- Tool system —
@simple_tool,@on_tools, and MCP client support - Advanced memory management — automatic context window and token optimisation
📖 Documentation
Full guides, API references, and examples at core.amritabot.com.
🤝 Contributing
We welcome contributions! Please see our contribution guidelines for more information.
AIGC Content Licensing Policy
We use AACLP v1.0 for AIGC content licensing. See here for more details.
📄 License
This project is licensed under the Apache 2.0 License — see the LICENSE file for details. All versions of AmritaCore are released under Apache 2.0.
Other files
- CONTRIBUTING.md — Contribution guidelines
- CODE_OF_CONDUCT.md — Code of conduct
- ZH-CN.md — 简体中文
- EN-US.md — English (US)
Unstable Features
Python 3.14+ Supporting: we are not sure if it will work well on Python 3.14+(No GIL Version).
1 maintainer
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