Alex RodriguesBuilding a Vector Store from PDFs documents using Pinecone and LangChainIntroductionSep 5Sep 5
Alex RodriguesThe Art and Science of Prompt Engineering: A Comprehensive GuideIn the ever-evolving world of AI, prompt engineering has emerged as a crucial technique for interacting with large language models (LLMs)…Aug 16Aug 16
Alex RodriguesRetrieval-Augmented Generation (RAG) with LangChain and FAISSUnlocking the full potential of NLP applications often requires innovative techniques that go beyond traditional methods…Aug 7Aug 7
Alex RodriguesFAISS (Facebook AI Similarity Search): Accelerating GENAI ProjectsIn the realm of Artificial Intelligence and Machine Learning, efficient data processing and retrieval play a crucial role. One of the tools…Jul 24Jul 24
Alex RodriguesUnderstanding Retrieval-Augmented Generation (RAG): Concepts and ApplicationsAs Large Language Models (LLMs) like GPT and BERT have shown tremendous potential in understanding and generating human-like text, they…Jul 17Jul 17
Alex RodriguesChatbot with LangChain and OpenAI Part 2: A Step-by-Step Guide for Frontend with StreamlitIn this guide, we will walk through the process of building a simple yet functional chatbot using LangChain, OpenAI, and Streamlit. This…Jul 12Jul 12
Alex RodriguesChatbot with LangChain and OpenAI Part 1: A Step-by-Step Guide with SQL Database IntegrationIn this guide, we’ll walk through the process of creating a chatbot using Langchain and OpenAI. We’ll cover everything from setting up the…Jul 8Jul 8
Alex RodriguesBuilding a YouTuber Assistant to summarize videos with LangChain and OpenAI APIIn the fast-paced world of content creation, YouTubers often need to quickly summarize their videos for various purposes — be it for…Jun 27Jun 27
Alex RodriguesSentiment Analysis with BERT: A Comprehensive GuideIn today’s world, understanding customer sentiment is crucial for businesses to improve their products and services. In this article, I’ll…Jun 4Jun 4
Alex RodriguesTransforming Data Science Projects: An Integrated Approach with Design Thinking and CRISP-DMOne of the major pitfalls a data science professional can encounter is diving straight into the project development phase without…May 29May 29