Marc PuigPractical Implementation and Future DirectionsIn this final article of our series, we explore the practical aspects of implementing RAG systems and the future directions that will shape…Aug 24Aug 24
Marc PuigColBERT and Beyond: Advancing Retrieval TechniquesAs RAG systems continue to evolve, hybrid models like ColBERT have emerged as powerful tools that combine the strengths of Bi-Encoders and…Aug 24Aug 24
Marc PuigBi-Encoders and Cross-Encoders: Two Sides of the Retrieval CoinIn the world of information retrieval — finding relevant information from large collections of data — two main tools stand out…Aug 24Aug 24
Marc PuigEmbedding Models in RAG Systems: The Cornerstone of Effective RetrievalImagine you’re using a virtual assistant to find specific information within a vast library of documents. How does it manage to retrieve…Aug 24Aug 24
Marc PuigRAG Systems vs. Traditional Language Models: A New Era of AI-Powered Information RetrievalAs artificial intelligence becomes increasingly integrated into our daily lives, understanding the capabilities and limitations of…Aug 24Aug 24
Marc PuigLLM-Enhanced Clipboard on macOS: Streamlining Your Writing ProcessHave you ever found yourself writing a Slack message or an email, wishing you could quickly have an AI review and refine it? The typical…Aug 17Aug 17
Marc PuigThe Art of Language: Exploring Generative Art with Large Language ModelsGreetings to all! I’m Marc Puig, a Software Architect who also happens to have a profound love for Generative Art (and GenAI too 😉)…Jul 21, 2023Jul 21, 2023
Marc PuigRust-y Adventures with GPT-4: From Raster to VectorAs a seasoned software developer, I am always eager to explore new technologies and programming languages. That’s why I recently embarked…Apr 9, 2023Apr 9, 2023
Marc PuiginBetter ProgrammingDeveloping RentaGPT, a Search Bot for Taxes Using LangChain, Chroma, and OpenAICreating a GPT-powered Spanish tax search: Revolutionizing Tax Information AccessApr 6, 20232Apr 6, 20232
Marc PuigTesting Robust Requests with PythonI’m building a new product that will revolutionize the market. This product uses third-party information, which I obtain from API queries…May 18, 20201May 18, 20201