Invoice excreter bot llm

Invoice-excreter-bot-llm

?Project description

Welcome to my Streamlit app designed for invoice extraction utilizing OpenAI's API. This versatile tool offers two distinct output models for enhanced flexibility and accuracy in extracting invoice data.

Purpose and Achievement:

Acknowledging the widespread demand for data extraction solutions utilizing LLM, and inspired by Langchain's introduction of the with_structured_output method for enhanced model calls, I centered my efforts on tackling the common use case of invoice extraction, culminating in the development of this bot.

Technologies and Frameworks Utilized

Features

• Supports extraction of data from PDF files
• Utilizes function calling with LLM to enhance accuracy
• Offers two output options: JSON and CSV

? Demo

Extracter-bot-demo.mp4

Future Development and Features

In upcoming iterations, I aim to incorporate the ability to extract data from Excel and Word files, expanding the application's versatility and utility.

▶️ Run

Clone the repository

git clone [email protected]:Ja-yy/Invoice-excreter-bot-llm.git

Create a virtual environment using Pipenv:

pipenv install

Start Streamlit server:

streamlit run main.py 

Now, go to localhost:8501

Enjoy the app :)