Developed an optimised retrieval-augmented generation (RAG) system by integrating LangChain, AstraDB, and the Wikipedia API for scalable knowledge access. Utilised the Gemma-9B-IT LLM via Groq API for high-speed inference and implemented a LangGraph-based architecture to enhance vector search, context handling, and dynamic knowledge retrieval.