strands-arise
Self-evolving tool synthesis for Strands Agents. Agents that create their own tools.
pip install strands-arise
from strands import Agent
from strands_arise import ARISEPlugin
agent = Agent(
model=my_model,
plugins=[ARISEPlugin(
failure_threshold=3,
allowed_imports=["json", "re", "hashlib", "csv", "math"],
)],
)
# Agent evolves tools automatically from failures
result = agent("Parse the CSV with custom delimiters")
How It Works
- Agent attempts a task and fails
- ARISE detects the capability gap from failure trajectories
- An LLM synthesizes a Python tool + test suite
- Tool is validated in a sandbox with adversarial testing
- Passing tools are promoted to the agent's tool registry
- Next invocation, the agent has the new tool available
Links
1 maintainer
Metadata
1 maintainer
Release files for strands-arise 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| strands_arise-0.1.0.tar.gz | 7.3 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| strands_arise-0.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 13.5 kB
Release files / strands_arise-0.1.0.tar.gz
| Download URL | strands_arise-0.1.0.tar.gz |
|---|---|
| Size | 7.3 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Release files / strands_arise-0.1.0-py3-none-any.whl
| Download URL | strands_arise-0.1.0-py3-none-any.whl |
|---|---|
| Size | 6.3 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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| Uploaded via |
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