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Pixie Python SDK - Enable Interactive debugging for your AI applications. Works with any LLM or AI Dev framework.

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yiouli/pixie-sdk-py

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Pixie

Enable interactive debugging in web browser for your AI application with a few lines of code.

Why?

Debugging AI applications is time-consuming and cumbersome.
Especially for early stage development, it doesn’t make sense to build e2e product just to test, or setup automated tests/evals.
So the process ends up being a lot of inputting awkwardly into the command line, and looking through walls of logs in different places.

Demo

Features

Get Started

1. Setup

In your project folder, install pixie-sdk package:

Create .env file in your project folder and add LLM API key(s):

Add AI Development framework depdendencies as needed:

Start the local server for debugging by running:

2. Connect Your Application

Add @pixie.app decorator to your main application function:

You should see in the log of pixie server that your app is registered.

3. Debug with web UI

Visit the web UI gopixie.ai to start debugging.

Important Links

Acknowledgments

This project is built on top of many awesome open-source projects:

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Pixie Python SDK - Enable Interactive debugging for your AI applications. Works with any LLM or AI Dev framework.

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