Nlp

A comprehensive guide to building Retrieval Augmented Generation (RAG) systems that combine the power of LLMs with your own knowledge base.

A practical guide to vector databases for semantic search and RAG applications, comparing popular options like Pinecone, Weaviate, ChromaDB, and Qdrant.

Learn how to build named entity recognition systems using spaCy, transformers, and custom training for domain-specific entities with complete, production-ready code.

A comprehensive guide to text embeddings covering Word2Vec, GloVe, FastText, and modern sentence transformers like SBERT with complete, runnable code examples.

A conceptual deep-dive into the Transformer architecture that revolutionized AI. Learn the intuition behind attention, why it works, and how it powers modern language models like GPT and BERT.

Understanding CLIP - the breakthrough model that bridges vision and language, enabling AI to understand images through natural language without task-specific training.