Colab & SQLite with LangChain & Qwen 2.5 Coder 4 SQL Assistant
Author(s): Claudio Giorgio Giancaterino Originally published on Towards AI. Pixabay: SQL SQL stands for Structured Query Language; it manages and interacts with data. Whether you’re handling a small database or gigabytes of data, SQL allows efficient querying, updating, and management of relational …
Distilled DeepSeek-R1 at work with a Naive RAG
Author(s): Claudio Giorgio Giancaterino Originally published on Towards AI. https://huggingface.co/spaces/lmarena-ai/chatbot-arena-leaderboard From the chatbot arena leaderboard, DeepSeek-R1 has surpassed its competitor OpenAI o1, and the popularity of this model is growing daily, especially because it is open-source and competes with proprietary models, reaching …
Will Long Context Language Models Replace RAG?
Author(s): Claudio Giorgio Giancaterino Originally published on Towards AI. Updated production-ready Gemini models, reduced 1.5 Pro pricing, increased rate limits, and more — Google Developers Blog Kaggle has launched a competition surrounding the Gemini 1.5 model, introduced on August 8th, 2024, by …
Unlocking The Secrets: Exploring Generative vs. Discriminative Models in Machine Learning
Author(s): Claudio Giorgio Giancaterino Originally published on Towards AI. https://deepai.org/machine-learning-model/cute-creature-generator (a cat teacher draws a line in a blackboard) In Machine Learning, two models stand out: generative and discriminative models. They are used for distinct goals and they approach problems from unique …