Metadata-Version: 2.4
Name: swarmtrace
Version: 0.1.0
Summary: pytest for AI agents — trace, debug and catch regressions in LLM swarms
Author: Ravi
Requires-Python: >=3.8
Description-Content-Type: text/markdown
Requires-Dist: litai
Requires-Dist: click
Requires-Dist: rich
Dynamic: author
Dynamic: description
Dynamic: description-content-type
Dynamic: requires-dist
Dynamic: requires-python
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# Tracely
> Open-source AI observability framework. Trace, debug and detect regressions in LLM apps with one decorator.

## Install
pip install tracely

## Usage
from tracely import observe

@observe
def my_agent(question):
    return llm.chat(question)

## Features
- One decorator, zero config
- Latency tracking
- Error capture
- AI-powered regression detection
- CLI: tracely view
- Works with any LLM

## Why Not LangSmith?
| | LangSmith | Tracely |
|---|---|---|
| Open Source | No | Yes |
| Any Framework | No | Yes |
| Self-hosted | No | Yes |
| Regression Detection | No | Yes |
| Setup | Complex | One decorator |
