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15 NLP Techniques Every Backend Developer Should Know in 2026 (With Code Examples)

NLP stopped being a data science specialty about two years ago. It's backend infrastructure now. If you're building APIs that process user input, handle search, manage support tickets, parse…

  • Text tokenization splits text into meaningful units using SpaCy's encorewebsm model
  • Named Entity Recognition (NER) identifies structured data like names, dates, locations, and amounts
  • Semantic search with vector similarity replaces keyword-based search with meaning-based matching

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