seasonmakhura-rgb/African-Multilingual-AI

# 🌍 African Multilingual AI Assistant An end-to-end NLP and Generative AI application capable of classifying user text across **16 languages** (with focus on African languages) using a custom Deep Learning model, and routing responses through Google Gemini enforcing target output languages. Live App: African Multilingual AI Assistant --- ## 📐 Architecture & Workflow 1. **Classification Brain**: Trained BiLSTM network (TensorFlow/Keras) classifying text across 16 languages using word-level tokenization. 2. **Orchestrator Layer**: Extracts detected language metadata and confidence scores to craft dynamic system prompts. 3. **Generative LLM**: Google Gemini API (`gemini-3.6-flash`) for target-language response generation. 4. **Deployment**: Streamlit Community Cloud integrated with GitHub version control. --- ## 📁 Repository Structure * `app.py`: Streamlit web UI and backend orchestration pipeline. * `african_lang_classifier.keras`: Saved trained BiLSTM neural network model. * `word_tokenizer.pkl`: Pickled tokenizer for input sequence vectorization. * `label_encoder.pkl`: Pickled target class encoder for 16 language classes. * `requirements.txt`: Python package dependencies.