Metadata-Version: 2.1
Name: speck
Version: 0.0.5
Summary: Speck - LLM observability framework.
Home-page: https://github.com/speckai/speck
Download-URL: https://github.com/speckai/speck/archive/refs/tags/v0.0.5.tar.gz
Author: Lucas Jaggernauth
Author-email: luke@speck.chat
Keywords: speck,openai,llm,ai,chat,bot,gpt,gpt-3,gpt-4,anthropic,replicate
Classifier: Programming Language :: Python :: 3.12
Description-Content-Type: text/markdown
Requires-Dist: openai
Requires-Dist: replicate
Requires-Dist: requests

<p align="center">
    <img src="../../assets/speck_banner.jpg">
</p>
<p align="center">
    <a href="https://discord.com/invite/frnaYYaKj3">
        <img src="https://dcbadge.vercel.app/api/server/frnaYYaKj3?style=flat" />
    </a>
    <a href="https://github.com/speckai/speck">
        <img src="https://img.shields.io/github/commit-activity/m/speckai/speck" />
    </a>
</p>

---

<b>Speck</b> is an LLM debugging and observability platform. Prompt engineer, A/B test, and track your production LLM app metrics in one place.

### Features

- Unified model input/output format
- LLM and app log tracking

---

## Getting Started

### Python

```shell
pip install speck
```

---

## Background

Monitoring LLM apps in production isn't easy.

---

## Development

### Installing Latest Version

```shell
pip3 install --upgrade git+https://github.com/speckai/speck.git#subdirectory=src/python
```
