Introducing KBLaM: Bringing plug-and-play external knowledge to LLMs
Large language models (LLMs) have demonstrated remarkable capabilities in reasoning, language understanding, and even creative tasks. Yet, a key challenge persists:
Read moreDeep Learning, NLP, NMT, AI, ML
Large language models (LLMs) have demonstrated remarkable capabilities in reasoning, language understanding, and even creative tasks. Yet, a key challenge persists:
Read moreInteractive Quiz ⋅ 10 QuestionsBy Ian Eyre Share In this quiz, you’ll test your understanding of the techniques discussed in the Introducing DuckDB tutorial. As you work through the questions, you’ll review your knowledge of DuckDB and build on what you learned in the tutorial. To successfully answer all the questions, you’ll need to do some research outside of the tutorial. Embrace this challenge and allow it to enhance your learning journey. The quiz contains 10 questions and there is […]
Read moreInteractive Quiz ⋅ 12 QuestionsBy Martin Breuss Share By working through this quiz, you’ll revisit how to build LLM workflows and agents in LangGraph, and how LangGraph expands upon LangChain’s capabilities. The quiz contains 12 questions and there is no time limit. You’ll get 1 point for each correct answer. At the end of the quiz, you’ll receive a total score. The maximum score is 100%. Good luck! Related Resources
Read moreWatch Now This tutorial has a related video course created by the Real Python team. Watch it together with the written tutorial to deepen your understanding: OOP Method Types in Python: @classmethod vs @staticmethod vs Instance Methods Instance, class, and static methods each serve a distinct role in Python, and knowing when to use one over another is key to writing clean, maintainable code. Instance methods operate on individual objects using self, while class methods use cls to access class-level […]
Read moreHave you ever wanted to create an app with an appealing interface that works in the command line? Welcome to Textual, a Python toolkit and framework for creating beautiful, functional text-based user interface (TUI) applications. The Textual library provides a powerful and flexible framework for building TUIs. It offers a variety of features that allow you to create interactive and engaging console applications. In this tutorial, you’ll learn how to create, style, and enhance Textual apps with layouts, events, and […]
Read morePython makes extensive use of a type system known as duck typing. This system is based on an object’s behavior and interface. Many built-in classes and tools support this type system, which makes them pretty flexible and decoupled. Duck typing is a core concept in Python. Understanding it will give you deeper insight into how the language works and, more importantly, how to use this approach in your own code. In this video course, you’ll learn: What duck typing is […]
Read moreSpring isn’t the only thing in the air—new Python releases are here! Last month, Python’s core development team released versions 3.13.2, 3.12.9, and 3.14.0 alpha 5 of the language. The 3.14.0a5 version is the fifth of seven planned alpha releases. You can install this alpha release to try some new and exciting language features. The PyPy project has also released a new version—7.3.19—featuring interpreters for Python 2.7, 3.10, and the newly introduced Python 3.11. There’s also news from the Python […]
Read moreAI tools are proving useful across a range of applications, from helping to drive the new era of business transformation to helping artists craft songs. But which applications are providing the most value to users? We’ll dig into that question in a series of blog posts that introduce the Semantic Telemetry project at Microsoft Research. In this initial post, we will introduce a new data science approach that we will use to analyze topics and task complexity of Copilot in […]
Read moreInteractive Quiz ⋅ 10 QuestionsBy Martin Breuss Share In this quiz, you’ll test your understanding of building a RAG chatbot using LangChain and Neo4j. You’ll revisit the process of designing a chatbot and working with graph databases. The quiz contains 10 questions and there is no time limit. You’ll get 1 point for each correct answer. At the end of the quiz, you’ll receive a total score. The maximum score is 100%. Good luck! Related Resources
Read moreInteractive Quiz ⋅ 7 QuestionsBy Leodanis Pozo Ramos Share In this quiz, you’ll test your understanding of the Python Textual library. This library is used for creating text-based interface applications for the terminal. By working through this quiz, you’ll reinforce your knowledge of Textual’s key concepts and features. The quiz contains 7 questions and there is no time limit. You’ll get 1 point for each correct answer. At the end of the quiz, you’ll receive a total score. The maximum […]
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