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najlae01/darija_incitement_bot

Domaine:

natural language processing

Type de record:

software
Créateur:
naj
Hôte:
# Darija Anti‑Incitement Discord Bot (starter) Detects/flags messages that *incite violence* in Moroccan Darija (Arabic + Arabizi) and English/French. Two-tier pipeline: fast moderation API + Darija-aware normalization/transliteration. Ships with **soft actions** (warn, delete) and **escalation** to a moderator queue; optional **timeout** (temp-mute) and **ban**. Use this as a **starting point** and fine-tune thresholds/rules for your community. ## Features - Normalizes Arabizi → Arabic (heuristic transliteration + cleanup). - Calls an external moderation API (OpenAI Moderation) for quick violence/threat scoring. - Simple **incitement heuristics** (Darija/Arabizi lexicon) + context window (previous messages in channel). - Configurable actions: warn, delete, timeout, ban; and a moderator-review channel. - JSONL audit log for every flagged decision. - Slash command `/incitement review` to get last N flagged items (owner/mod only). ## Quick start ### 0) Discord bot setup 1. Create a bot at discord.com → **Bot**. 2. Under **Privileged Gateway Intents**, enable **Message Content Intent**. 3. Invite the bot to your server with permissions: **Read Messages**, **Send Messages**, **Manage Messages**, **Moderate Members** (for timeouts), **Ban Members** (optional). ### 1) Local setup ```bash python -m venv .venv source .venv/bin/activate # Windows: .venv\Scripts\activate pip install -r requirements.txt cp .env.example .env # then edit .env with your keys and server IDs ``` ### 2) Configure `.env` - `DISCORD_BOT_TOKEN`: your bot token - `OPENAI_API_KEY`: key for the moderation API (optional if you disable Tier A) - `MOD_QUEUE_CHANNEL_ID`: numeric channel ID to receive escalation messages (required for review flow) - `OWNER_USER_ID`: your Discord user ID (enables admin commands) - Thresholds and actions are also configurable (see below). ### 3) Run ```bash python bot.py ``` ## Environment variables (in `.env`) ``` DISCORD_BOT_TOKEN= OPEN …

Visit

github.com

Tasks

hate speech detectiontext classification

Languages

Arabic, Algerian SpokenArabic, Moroccan Spoken