Published inGen AI AdventuresInside the Langchain Ecosystem: Building Smarter LLM Apps, One Chain at a TimeIf you’ve ever tried building with large language models (LLMs), you’ve probably realized that piecing together a well-functioning AI…6d ago6d ago
Published inGen AI AdventuresWhat is Retrieval-Augmented Generation (RAG)?RAG combines the reasoning abilities of LLMs with the precision of a custom knowledge base to generate highly contextual, accurate responsesApr 11Apr 11
Published inGen AI AdventuresEthics & Algorithms: The Shadow Side of NLP We Can’t IgnoreFrom Taylor Swift’s AI-generated love songs to ChatGPT ghostwriting celebrity tweets, Natural Language Processing (NLP) is not just a tech…Apr 9Apr 9
Published inGen AI AdventuresThought Structures in Prompt Engineering: Making LLMs Think BetterThe key to unlocking an LLM’s full potential lies in how we guide them to think. Thought structures are carefully crafted prompting…Apr 7Apr 7
Published inGen AI AdventuresIn-Context Learning Techniques That Make Prompting EffectiveIn-context learning (ICL) has revolutionized how we interact with large language models (LLMs). Unlike traditional machine learning models…Mar 12Mar 12
Published inGen AI AdventuresMastering API Calls for LLMs: Best Practices & Key ConsiderationsAs large language models (LLMs) continue to revolutionize various applications, developers face the choice between open-source and…Mar 7Mar 7
Published inGen AI AdventuresThe Evolution of Natural Language ProcessingNatural Language Processing (NLP) has undergone significant transformations since its inception, evolving through various paradigms to…Feb 28Feb 28
Published inGen AI AdventuresHow To Build A Large Language Model (LLM)?Building a Large Language Model (LLM) is a complex process that can be approached in multiple ways, depending on the resources, goals, and…Feb 27Feb 27
Published inGen AI AdventuresGLUE: Evaluating The Performance of NLP ModelsNot actual glue. It’s General Language Understanding Evaluation, a benchmark for evaluating the performance of NLP models…Feb 26Feb 26
Published inGen AI AdventuresWhat In The World Are Large Language Models (LLMs)?Large Language Models (LLMs) have revolutionized natural language processing (NLP) by enabling machines to understand, generate, and…Feb 25Feb 25