End-to-end observability with built-in security guardrails.
Project description
llm-traceguard
llm-traceguard is an open-source Python library that provides Open Telemetry integration with Large Language Models (LLMs). It is designed to facilitate tracing and safeguarding applications that leverage LLMs, ensuring better monitoring and reliability.
Features
- Easy integration with Open Telemetry for LLM applications.
- Real-time tracing and monitoring of LLM-based systems.
- Enhanced safeguards and insights for your LLM applications.
Installation
To install llm-traceguard, simply use pip:
pip install llm-traceguard
Usage 🚀
Here's a basic example of how to use llm-traceguard in your project:
import llm_traceguard
llm_traceguard.instrument()
Requirements 📋
- Python 3.8 or higher
- opentelemetry-api
- opentelemetry-sdk
Contributing 👐
Contributions are welcome! For major changes, please open an issue first to discuss what you would like to change. Please make sure to update tests as appropriate.
License 📄
llm-traceguard is licensed under the Apache-2.0 License. See LICENSE for more details.
Contact 📧
For support or any questions, feel free to contact us at support@whylabs.ai.
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