NLP

While Retrieval-Augmented Generation (RAG) dominates AI conversations, enterprise document processing requires a broader suite of NLP tools. Learn how to combine classification, entity resolution, OCR cleanup, and heuristic parsing with LLMs to build cost-effective, high-accuracy pipelines.

A deep dive into the fundamental logic behind the Transformer architecture, exploring the 'why' before the 'how' of Queries, Keys, and Values.

OpenAI has announced a major update for ChatGPT free users, providing unlimited text conversations and introducing a new 'Think' button for complex reasoning tasks, powered by the latest o1 and o3 models.

A comprehensive guide on fine-tuning the Mistral Small 3.1 SLM for complex emotion classification tasks using QLoRA and handling imbalanced datasets.

A deep-dive tutorial on the evolution of search technology, covering lexical matching, static embeddings, Bi-Encoders, and modern LLM-powered reranking with code implementations.

A deep dive into the mechanics of Byte Pair Encoding (BPE), building a bilingual tokenizer in Python, and understanding the core algorithm that powers models like GPT-4 and Claude 3.5 Sonnet.

Cohere has introduced Aya Expanse, a new series of open-weights multilingual models designed to bridge the performance gap between English and non-English languages, featuring 8B and 32B parameter variants.

Explore the revolutionary changes in Tokenization in Transformers v5, featuring enhanced modularity, faster performance, and simplified integration for modern LLM workflows.