Tag: NLP

  • Keeping Up with RAGs: Recent Developments and Optimization Techniques

    [medium discussion] RAG Basics Indexing Indexing Inference Inference Query Query Vector DB Vector DB Response Response nn scan nn scan Embedding Embedding Prompt +Passages Prompt +… LLM LLM Retrieval Retrieval Generation Generation Documents Documents Chunking Chunking Chunks Chunks LLM LLM Embeddings Embeddings write writeText is not SVG – cannot display Chunking Embedding Model Fine-tuning Embedding…

  • Working with Speech Data

    This post is for people who have good understanding of deep learning, and basic understanding of data representation for images and text. In this blog, we will explore how TTS (text to speech) systems work. References:

  • Kickstarting NLP, Part 1, Language Models

    The purpose of this series is to summarize the latest breakthroughs, problems, and solutions in the field of natural language processing and language understanding. Language Model In layman term, language model is probability distribution over words or word sequences, in a particular given context. The abstract understanding of natural language can be useful in multiple…