AI-powered decision support systems, data analytics & process automation
NLP
Question Answering Systems with Enterprise Knowledge Bases
Designing reliable question-answering experiences over enterprise documents, procedures, and internal knowledge sources.
Hallucination Reduction Techniques
Practical approaches for reducing hallucinations in LLM applications through grounding, validation, citations, and quality controls.
Chunking Strategies in RAG
Document partitioning strategies in RAG systems. Impact of different chunk sizes and partitioning approaches on performance.
Grounding Applications
Grounding connects AI models to real data sources and produces verifiable outputs.
Natural Language Processing
Natural Language Processing (NLP) is a discipline in artificial intelligence that deals with the understanding, interpretation, and generation of human language by computers. This article examines the fundamental concepts, modern approaches, and application areas of NLP.