PrivateGPT Guide: How to Access and Use Your Documents Offline

If you work with confidential documents or want to go offline for some time but still want to use language models, Private GPT might be the perfect solution. It is secure, easy to set up, and can support various file extensions such as CSV, Word, email, PDF, Outlook Messages, and PowerPoint documents. In this guide, we will show you how to download and install Private GPT and use it to access and summarize your documents offline.

Introduction

First, let’s understand what Private GPT is and why it can be useful. Private GPT is a modified version of OpenAI’s GPT that can be installed and used locally on your computer without the need for an internet connection. It is especially useful when you need to access confidential documents and files, or when you want to go offline but still want to use language models.

How to Install Private GPT

The setup of Private GPT is available on GitHub, and it can be installed on both Windows and Unix systems. Here are the steps to install Private GPT on a Windows system:

1. Install Python 3.6 or higher.
2. Install PyTorch following the instructions on their website.
3. Clone or download the Private GPT repository from GitHub.
4. Install the required packages by running the following command: pip install -r requirements.txt
5. Run the script by running the following command: python generate.py

After following these steps, you should be able to use Private GPT offline to access and summarize your documents.

How to Use Private GPT

To use Private GPT, you need to create a “Source documents” folder to put your documents in and load them into Private GPT. Here are the steps to use Private GPT to access and summarize your documents:

1. Create a “Source documents” folder where you will put your documents.
2. Convert your documents into one of the supported file extensions (CSV, Word, email, PDF, Outlook Messages, or PowerPoint documents).
3. Load your documents into Private GPT by running the following command: python generate.py --documents source_documents_folder

After loading the documents, Private GPT will generate a brief summary of each document and the sources used to generate the summary. You can customize the length of the summary by changing the summary_length parameter in the generate.py script.

Advantages of Private GPT

Private GPT has many advantages over online language models. It is secure since it is offline and can be used on a plane or with a powerful laptop. Using Private GPT does not require an internet connection, so you can access your documents even when you are in an area with no internet connection. Moreover, Private GPT is easy to use and provides a brief summary of the document and the sources used to generate the summary.

FAQs

Here are some frequently asked questions about Private GPT:

1. What file extensions does Private GPT support?

• Private GPT can support various file extensions such as CSV, Word, email, PDF, Outlook Messages, and PowerPoint documents.

2. Is Private GPT secure?

• Yes, Private GPT is secure since it is offline and can be used on a plane or with a powerful laptop.

3. Can I customize the length of the summary generated by Private GPT?

• Yes, you can customize the length of the summary by changing the summary_length parameter in the generate.py script.

4. Does using Private GPT require an internet connection?

• No, using Private GPT does not require an internet connection, so you can access your documents even when you are in an area with no internet connection.

5. What is Private GPT used for?

• Private GPT is a suitable tool to work with private documents, assist with work, and learn offline.

Conclusion

In conclusion, Private GPT can be a useful tool for accessing and summarizing your confidential documents offline. It is easy to set up, secure, and can support various file extensions. With Private GPT, you can work with your confidential files and documents without the need for an internet connection and without compromising the security and confidentiality of your information. Follow the steps mentioned above to install and use Private GPT on your computer and take advantage of the benefits it offers.