Easily structure data with LLM.

Overview

Structure is a powerful tool that allows you to easily structure unstructured data using LLM. It can be used both as a server with API endpoints and as a standalone package integrated into your own script.

Structure can be used both as a server and as a standalone package.

• As a server: use Api endpoints to upload both your schema and your data.
• As a package: easily integrate Structure's methods into your own script.

Get started

For both server and package mode, the general approach is identical.

Steps :

1. Before starting, set the OPENAI_API_KEY variable.
2. Create a schema
3. Load your unstructured data and receive it in a structured format.

Package mode

WIP

Server mode

Start the server

structure server --host 0.0.0.0 --port 8080 --log-level info

API calls

curl -X POST -H "Content-Type: multipart/form-data" -F "[email protected]" http://localhost:8000/parsing

Docker

Build the Docker image

docker build -t structure-llm .

Run the Docker image.

docker run -p 4000:80 structure-llm

Contributing

We warmly welcome contributions to our open-source project !

You can contribute in various ways such as adding a new feature, enhancing functionalities, or improving documentation.

Please refer to CONTRIBUTING.md for guidelines on how to make contributions.

If you have any enquiries, please write use on our Discord.