Alex RodriguesCreating an Audio Transcription and Summarization with OpenAI’s Whisper and PythonAudio processing has never been more accessible. With advancements in machine learning, we can now transcribe and summarize audio…Oct 11Oct 11
Alex RodriguesUnlocking the Power of Vertex AI for LLM and GenAI: A Comprehensive GuideIn the rapidly evolving world of artificial intelligence, mastering platforms like Vertex AI has become essential for professionals aiming…Oct 2Oct 2
Alex RodriguesAmazon Bedrock: Unlocking the Power of Scalable AI and Machine Learning with AWSIntroduction to Amazon BedrockSep 19Sep 19
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