Guarantee Processor

🚀 Letter of Guarantee Business Automation Project

This project aims to automate the processing of letter of guarantee business. The system can extract key information from the letter of guarantee text, divide clause content, and provide corresponding prompting and recording functions. It uses natural language processing technology and outputs results in JSON format.

🚀 Quick Start

Online Version

Coming soon. Please stay tuned.

Local Deployment

1. Clone the project repository:

git clone https://github.com/u3588064/LLMemory.git

2. Install dependencies:

pip install -r requirements.txt

3. Run the system:

python main.py

✨ Features

The project is designed to automate the processing of letter of guarantee business. It can extract key information from the letter of guarantee text, divide clause content, and provide corresponding prompting and recording functions. The system uses natural language processing technology and outputs results in JSON format.

📦 Installation

The project's folder structure is as follows:

- Letter of Guarantee Business Automation Project
    - src/
        - Element Extraction Module.py
        - Clause Segmentation Module.py
        - Prompting Function Module.py
        - Recording System Module.py
    - data/
        - Sample Letter of Guarantee Text.txt
        - Clause Segmentation Results.json

💻 Usage Examples

Basic Usage

Input Text

This performance guarantee shall be valid from its issuance and remain effective until August 35, 2025.

Extraction Results

{
    "Letter of Guarantee Type": ["Performance Guarantee", "Advance Payment Guarantee"],
    "Issuer Information": {
        "Name": "John Doe",
        "Address": "123 Main Street, City"
    },
    "Beneficiary Information": {
        "Name": "Jane Smith",
        "Address": "456 Oak Avenue, Town"
    },
    "Amount": 1000.00,
    "Currency": "USD"
}

Clause Segmentation Results

{
    "Effective Clause": "This performance guarantee shall be valid from its issuance",
    "Expiration Clause": "remain effective until August 35, 2025"
}

📚 Documentation

Element List

Currently, the following elements can be extracted:

1. SWIFT Identification Code: Extract the SWIFT international organization code in the letter of guarantee.
2. Name and Address: Include the names and address information of the issuer, beneficiary, and other relevant parties.
3. Amount and Currency: Extract all the amount values and their corresponding currency units involved in the letter of guarantee.

Clause Segmentation

The system can automatically divide the following clause content:

1. Document Requirements: Relevant documents required to support the claim.
2. Language Requirements: Regulations on the language used in the claim documents.
3. Document Submission Method: The form and channel for submitting the claim.
4. Effective Conditions: The effective start time of the letter of guarantee.
5. Expiration Conditions: The effective end time of the letter of guarantee.
6. Fee Bearer: The entity responsible for bearing the fees.
7. Guarantee Commitment: The content of the guarantee clause of the guarantor.
8. Claim Requirements: The specific content and requirements of the claim.
9. Time and Location Requirements: The time node and submission location of the claim.
10. Applicable Rules: The relevant laws, regulations, or international practices on which the letter of guarantee is based.

📄 License

This project is licensed under the MIT License. For specific information, please refer to the LICENSE file.

📞 Contact

For further information, please contact: u3588064@connect.hku.hk