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edureachai/Somali-AI-Assistant-

Domaine:

natural language processing

Type de record:

software
Créateur:
edu
Hôte:
A Somali language AI assistant for learning, translation, and daily support. Somali-AI-Assistant- A Somali language AI assistant for learning, translation, and daily support. Somali AI Assistant An AI-powered assistant built specifically to understand and communicate in the Somali language. The goal is to provide Somali-speaking users with intelligent support for education, daily communication, translation, and local access to AI tools. 🌟 Inspiration Most AI tools are developed for widely spoken languages, leaving out millions of Somali speakers. I wanted to create something that directly supports my community, in our own language. 💡 What it does Somali AI Assistant helps with: • Somali language understanding and generation • Answering educational questions in Somali • Translating between Somali and English • Providing general knowledge help and daily support 🛠️ How I built it Languages/Frameworks: Python, HTML, JavaScript • Platform**: Gradio for the UI • AI Model**: Based on Hugging Face Transformers (custom Somali fine-tuned model) • Deployment**: HuggingFace Spaces • Tools**: Google Colab, GitHub 🧗 Challenges I ran into • Lack of Somali language datasets • Limited open-source NLP resources for Somali • Fine-tuning small models with limited compute • Building a clean, functional UI with no frontend experience 🏆 Accomplishments that I'm proud of • Created a Somali-first assistant using modern AI tools • Deployed a live demo that anyone can test • Learned how to train and deploy models in a short time • Participated in my first international hackathon 📚 What I learned • How to train and deploy NLP models • Using Gradio and Hugging Face Spaces • Markdown formatting, GitHub repo structure • Improving project storytelling and pitching 🔮 What's next for Somali Smart Assistant Add voice support (text-to-speech & speech-to-text in Somali) Extend to a mobile app for offline usage Add support for more local dialects and languages Open-source the dataset and improve documentation 🚀 Try it out 👉 Live demo coming soon on H …

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