{"repo":"evidentlyai/tracely","free":true,"listed":false,"github":"https://github.com/evidentlyai/tracely","clone":"git clone https://github.com/evidentlyai/tracely.git","description":"LLM application tracing based on OpenTelemetry","language":"Python","stars":18,"topics":["lllmops","model-monitoring","observability","open-telemetry","tracing"],"license":"Apache-2.0","category":"analytics","readme_excerpt":"Tracely Tracely is a tool designed for tracing and monitoring AI model interactions, enabling you to gain real-time insights into your models' performance. This repository offers a straightforward interface for integrating tracing into your Python applications. 📖 Full documentation : Tracely Overview Getting Started Prerequisites - Python 3.x - An account on Evidently Cloud - API Key from your Evidently account Installation Tracely is available as a PyPI package. To install it using pip package manager, run: Usage Init To send your traces to Evidently you need to initialize tracely: All parameters can be set using environment varialbes: - EVIDENTLY TRACE COLLECTOR - trace collector address (default to https://app.evidently.cloud) - EVIDENTLY TRACE COLLECTOR API KEY - API Key to access Evidently Cloud for creating dataset and uploading traces - EVIDENTLY TRACE COLLECTOR EXPORT NAME - Export name in Evidently Cloud - EVIDENTLY TRACE COLLECTOR PROJECT ID - Project ID from Evidently Cloud to create Export dataset in Decorator Once Tracely is initialized, you can decorate your functions with trace event to start collecting traces for a specific function: The trace event decorator accepts several arguments: - span name - the name of the span to send in the event (defaults to the function name) - track args - a list of function arguments to include in the event (defaults to None , indicating that all arguments should be included) - ignore args - a list of function arguments to excl","default_branch":null,"files":null,"tree":[],"storefront":"/r/evidentlyai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/evidentlyai/tracely/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}