ilias

Table of Content

• Table of Content
• Description
• Installation
• Usage
  • File Uploader
  • Discord Bot

Description

This project is a semantic search engine with a file uploader that allows users to upload PDF files and extracts the content as an embedding and adds metadata to the files for storage in a vector database (qdrant).

The project also includes a Discord bot to facilitate querying the database, and a login and registration feature for users to securely access the file uploader.

Installation

To install the project, follow these steps:

1. Clone the repository to your local machine.
2. Install Docker and Docker Compose.
3. Change the keys of example.env and save it as .env.
4. Run docker compose up -d.

Usage

File Uploader

To use the File Uploader, follow the steps below:

1. Open your web browser and go to http://localhost:7000.
2. Log in at http://localhost:7000/login.
3. Click the 'Click to add' button to select a file to upload.
4. Click the 'Upload' button to upload the file.
5. Wait for the upload to complete & 1-2 minutes for the embed to be created.

Discord Bot

To use the Discord Bot, follow these steps

1. Invite the bot to join your Discord server.
2. Use the /search command to query the database.