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1. Enterprise-RAG-System Enterprise-RAG-System Public

   A personal, observable RAG system for structured knowledge

   Python

2. multi-agent-research-synthesizer multi-agent-research-synthesizer Public

   Mult-Source Research Synthesizer Agentic RAG

   TypeScript

3. 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

4. rag-pipeline rag-pipeline Public

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

   Python 1

5. Llama3-swahili-minds Llama3-swahili-minds Public

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

   Python

6. webscraping webscraping Public

   Web scraper that builds a text-only knowledge base from a site (Beautiful Soup, NLTK, lxml)

   Python