Rhesis
Testing and validation platform for LLM applications
rhesis is the lightweight Rhesis package. It ships rhesis.telemetry: the tracing primitives
(semantic-convention attributes, conversation context, token extraction, the OTLP exporter and
tracer provider) shared by the SDK and its framework integrations. Pick an extra:
| Install | What you get |
|---|---|
pip install "rhesis[telemetry]" |
rhesis.telemetry with its OpenTelemetry dependencies, for sending traces to Rhesis without the full SDK |
pip install "rhesis[sdk]" |
The full rhesis-sdk |
pip install "rhesis[all]" |
Both |
rhesis.telemetry needs the telemetry extra (or the SDK, which brings OpenTelemetry with it) to
import.
Usage
Tracing without the SDK (rhesis[telemetry]):
from rhesis.telemetry import build_tracer_provider
provider = build_tracer_provider(
service_name="my-app",
api_key="rh-...",
base_url="https://api.rhesis.ai",
project_id="your-project-id",
environment="development",
)
With the full SDK (rhesis[sdk]):
from rhesis.sdk import RhesisClient
client = RhesisClient()
Documentation
- Full Documentation: docs.rhesis.ai
- API Reference: docs.rhesis.ai/api
- Getting Started Guide: docs.rhesis.ai/getting-started
Links
License
MIT License - see LICENSE for details.
1 maintainer
Metadata
1 maintainer
Release files for rhesis 0.19.1
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| rhesis-0.19.1.tar.gz | 143.4 kB | With provenance | Details for rhesis-0.19.1.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| rhesis-0.19.1-py3-none-any.whl | Python 3 | none | any | Details for rhesis-0.19.1-py3-none-any.whl |
Total release size: 172.1 kB
Release files / rhesis-0.19.1.tar.gz
| Download URL | rhesis-0.19.1.tar.gz |
|---|---|
| Size | 143.4 kB |
| Tags | Source |
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| Size | 28.7 kB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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