// CATEGORY: NLP

Learn about embeddings, their importance in AI and NLP applications, and how to use them with any-llm.

Explains the Transformer architecture and attention mechanisms, revolutionizing NLP.

Learn how to fine-tune Large Language Models for specific tasks using efficient techniques like PEFT and the Hugging Face library.

Learn about embeddings, vector databases, and semantic search to build advanced AI applications.

Learn how LangExtract compares to other NLP extraction methods, including rule-based systems and LLM-centric frameworks.

Learn how to build a semantic search engine using embeddings, natural language processing, and Python.

Build a real-time sentiment analyzer web app using Transformers.js in the browser.

Learn how to build a sentiment analyzer using Transformers.js and JavaScript.