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1. Qwen3-Swahili-Cognition Qwen3-Swahili-Cognition Public

   Fine-tuning the Qwen 3 models to advance Swahili language AI capabilities in Text, Speech, and Vision using diverse datasets tailored for Swahili across African countries and globally.

2. ai-agentic-system ai-agentic-system Public

   A 7-layer architectural blueprint for building reliable, observable, and scalable agentic AI systems in production. Separates concerns like orchestration, context, security, and monitoring to ensur…

   Python 2

3. basic-rag-pipeline basic-rag-pipeline Public

   Minimal Retrieval-Augmented Generation stack: FastAPI backend with LangChain + ChromaDB + OpenAI, plus a Next.js frontend scaffold you can wire up to the API.

   Python 1

4. Llama3-swahili-minds Llama3-swahili-minds Public

   Fine-tuning the LLaMA-3 LLM for Swahili language understanding and reasoning.

   Jupyter Notebook