Najma Abdulkarim Nour

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Articles on LLM applications, retrieval-augmented generation, machine learning research and the engineering that gets AI into production.

Building a Production RAG Pipeline with LangChain and FAISS

What it actually takes to move a retrieval-augmented generation prototype into production — ingestion, chunking, vector search, evaluation and monitoring.

  • ai
  • llm
  • rag
  • langchain
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