Readseek

A magical website, inspired by this project.

Main Features

• General text document upload and storage, supporting formats: TXT, PDF, EPUB, DOC, CSV/TSV, MARKDOWN, HTML
• Data extraction and transcription (Text==>Embeddings)
• Fuzzy keyword search, supporting text-based conversations
• Support for content playback in audio format, audio export, and voice chat

How to Use

Currently, the large language models run locally, so no online version is provided.

System Requirements

• CPU: 4+ cores
• Memory: 16GB+
• OS: macOS preferred

Dependencies

1. Milvus: Requires local installation or remote service, recommended docker-standalone method for local setup
2. PostgreSQL: Same as Milvus

All database configuration information is in the .env file

Local Development

As model files need to be downloaded from HuggingFace, ensure proper internet access. Otherwise, the project won't run!

1. Download source code, install all dependencies using pnpm
2. Run pnpm run dev, see commands in scripts for details

Technical Implementation

Readseek (Webapp) Overview