angeloasante/Ama-Twi-AI-Model

Ama is a fine-tuned AI assistant that speaks Twi (Ghana's most widely spoken language) and English. Built on Qwen/Qwen3.5-9B model with an agentic tool system # 🇬🇭 Twi AI - Ama > **The first bilingual Twi-English AI agent with tools** Created by **Angelo Asante** --- ## 🎯 What is Ama? Ama is a fine-tuned AI assistant that speaks **Twi** (Ghana's most widely spoken language) and **English**. Built on Meta's Llama 3.1 8B model with an agentic tool system, Ama can: - 💬 Have natural conversations in Twi and English - 🔍 Search the web for current information - 🌐 Fetch and analyze web pages - 🖼️ Search for images - 🕐 Tell time in any timezone worldwide - 📁 Create, view, and manage files - 📚 Access Akan cultural knowledge base - 🔄 Translate between Twi and English --- ## 🚀 Quick Start - Agent API Ama is available via **two endpoints** - choose based on your needs: | Endpoint | Best For | Cold Start | Cost | |----------|----------|------------|------| | **HuggingFace** | Production, lower cost | ~30-60s | $0.80/hr (GPU time) | | **Modal** | Development, testing | ~30-60s | ~$0.001-0.003/req | ### 🤗 HuggingFace Inference Endpoint (Recommended) ``` vs68t0qrfr3hsfp3.us-east-1.… ``` ### ⚡ Modal Endpoint (Alternative) ``` angeloasante--twi-ai-agent-… ``` ### Health Check (Modal) ``` angeloasante--twi-ai-agent-… ``` --- ## 📡 API Examples ### Basic Chat - HuggingFace (curl) ```bash curl -X POST vs68t0qrfr3hsfp3.us-east-1.… \ -H "Authorization: Bearer YOUR_HF_TOKEN" \ -H "Content-Type: application/json" \ -d '{"inputs": "Wo ho te sɛn?"}' ``` ### Basic Chat - Modal (curl) ```bash curl -X POST angeloasante--twi-ai-agent-… \ -H "Content-Type: application/json" \ -d '{"message": "Wo ho te sɛn?"}' ``` ### Python Example - HuggingFace (Recommended) ```python import requests HF_URL = "vs68t0qrfr3hsfp3.us-east-1.…" HF_TOKEN = "your_huggingface_token" # Get from huggingface.co headers = { "Authorization": …