https://github.com/shreyashankar/motion-sigmod-demo

SIGMOD Demo 2024 Submission for Motion
https://github.com/shreyashankar/motion-sigmod-demo

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SIGMOD Demo 2024 Submission for Motion

• Host: GitHub
• URL: https://github.com/shreyashankar/motion-sigmod-demo
• Owner: shreyashankar
• Created: 2024-01-30T06:39:44.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2024-06-11T18:37:15.000Z (7 months ago)
• Last Synced: 2024-06-12T06:05:49.987Z (7 months ago)
• Language: Python
• Size: 407 KB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# SIGMOD 2024 Demo Submission for Motion

This repository contains the artifacts for the SIGMOD 2024 demo submission for Motion. The demo is an interactive e-commerce LLM pipeline that showcases the capabilities of [Motion](https://github.com/dm4ml/motion). Motion is a Python-native framework to define, maintain, and execute LLM pipelines with reactive prompts.

## How to run the demo

First, you will need to install the dependencies with the following command:

```bash

pip install -r requirements.txt

```

For Motion, you will need to make sure Redis is running (I use Docker for this).

Next, you will need to define API keys in a `.env` file in the root of the repository. The `.env` file should look like this:

```

AZURE_OPENAI_ENDPOINT=...

AZURE_OPENAI_KEY=...

AZURE_API_VERSION=...

SERPER_API_KEY=...

```

Then, you can run the demo with the following command:

```bash

streamlit run dashboard.py

```

Here is a screenshot of the Streamlit after several queries:

![Streamlit](screenshot.png)