SourceTran
Automatically extract shipment data from incoming emails.
Project description
Project Overview
SourceTran is an LLM-powered data extraction system for logistics emails. Incoming emails are preprocessed and sent to a language model with a custom prompt, returning structured shipment data as JSON.
The Challenge
Manually reading emails and copying shipment details was slow, error-prone, and inefficient. The goal was to automate this workflow and handle diverse message formats reliably.
Our Solution
We used a large language model (LLM) with tailored prompts to extract key logistics information directly from raw email content. The output is returned as a structured JSON ready for further use or storage.
Key Features
Automated Data Extraction from Emails
Clean JSON Output Format
LLM with Custom Prompt Tuning
Robust to Varying Email Formats
Easy Integration with Internal Systems
Technologies Used
