papa-lang
The AI-native language: swarm agents + HRS anti-hallucination.
Install
pip install papa-lang
Requires papa-guard (installed automatically).
Quick Start
import asyncio
from papa_lang import Orchestrator
async def main():
orch = Orchestrator(base_url="http://localhost:8000", api_key="your-token")
result = await orch.orchestrate("What is the capital of France?")
print(result["response"])
print(f"HRS: {result['hrs']}% — {result['verdict']}")
asyncio.run(main())
Exports
Orchestrator— client for papa-app /orchestrateHRSMonitor— verdict logging interfaceHRSVerdict,OrchestrateResult,SwarmResult— types
1 maintainer
Metadata
1 maintainer
Release files for papa-lang 0.2.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| papa_lang-0.2.0.tar.gz | 10.8 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| papa_lang-0.2.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 24.0 kB
Release files / papa_lang-0.2.0.tar.gz
| Download URL | papa_lang-0.2.0.tar.gz |
|---|---|
| Size | 10.8 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
twine/6.2.0 CPython/3.14.2
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Release files / papa_lang-0.2.0-py3-none-any.whl
| Download URL | papa_lang-0.2.0-py3-none-any.whl |
|---|---|
| Size | 13.2 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.14.2
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