Discord Vector DB

概要

Discord Vector DB is a Python-based tool designed to securely and ethically retrieve messages from Discord channels using the Discord MCP Server. It focuses on privacy by incorporating PII detection and redaction features, along with an opt-out registry. The tool processes messages, converts them into embeddings, and stores them in a vector database (ChromaDB), allowing for semantic search and insightful analysis of Discord conversations.

主な機能

• Detects and redacts Personally Identifiable Information (PII).
• 3 GitHub stars
• Supports semantic search of Discord messages.
• Integrates with ChromaDB for storing message embeddings.
• Retrieves messages from Discord channels with pagination.
• Implements error recovery and circuit breaker patterns for resilience.

ユースケース

• Building a searchable archive of Discord conversations for research or compliance purposes.
• Identifying key topics and trends discussed in a Discord server.
• Analyzing community sentiment within Discord channels.