Bynet Knowledge Share Chanel

ברוכים הבאים לפרק מיוחד שצלול לעומק המגמה החמה ביותר בעולם הבינה המלאכותית סוכני AI . בפרק זה, המבוסס על המדריך המקיף Agents Companion, נגלה כיצד סוכני AI מהווים קפיצת מדרגה ממודלי שפה סטנדרטיים, בזכות היכולת שלהם לתפוס סביבה, להשתמש בכלים ולפעול באופן אוטונומי לפתרון בעיות מורכבות. נפרק את הארכיטקטורה של סוכן AI – המודל המרכזי, הכלים שהוא מנצל, ושכבת התזמור שמנהלת את המחשבה והפעולה. נכיר את Agent...

Ready to build the future of AI? This podcast episode dives deep into generative AI agents, exploring how they move beyond traditional models to solve complex problems. Learn about AgentOps – the vital process for taking agents from concept to production, covering essential metrics , robust evaluation techniques (including trajectory and final response analysis), and the importance of human feedba...

האם אתם רוצים לשדרג את יכולות התכנות שלכם וליצור קוד איכותי? דפוסי עיצוב תוכנה הם כלים חיוניים למפתחים, המציעים פתרונות בדוקים לבעיות נפוצות בתכנון תוכנה. בפודקאסט הזה, נצלול לעולם דפוסי העיצוב, נכיר את הסיווג שלהם על פי ספר ה-"Gang of Four" המשפיע לקטגוריות יצירתיות (Creational), מבניות (Structural) והתנהגותיות (Behavioral). נבין כיצד יישום נכון של דפוסים משפר ארגון קוד, תחזוקה, מדרגיות ו...

רק זה צללנו לעולם הנדסת הפרומפטים , המיומנות של עיצוב והכוונת קלט למודלי שפה גדולים (LLMs) כדי להפיק פלטים מדויקים ורצויים . למדנו מדוע זה חשוב להשיג תוצאות משמעותיות מבינה מלאכותית, סקרנו הגדרות מפתח של המודל כמו טמפרטורה, טופ-K וטופ-P, ודיברנו על טכניקות פרומפטינג שונות – החל משיטות בסיסיות כמו Zero-shot ו-Few-shot, ועד לטכניקות מתקדמות יותר כמו Chain of Thought ו-ReAct. בנוסף, דנו בשיטות עבודה...

Dive into the world of AI agents! These digital assistants are rapidly evolving, shaping how we work and automate tasks. Discover what an AI agent is, exploring its definition and key properties. We'll unpack the process of building AI agents , covering popular tools and frameworks like LangChain, CrewAI, n8n, and Streamlit, demonstrating how you can create agents from scratch, even potentiall...

Explore the power of Artificial Intelligence in your organisation with insights from OpenAI. This podcast delves into building intelligent AI agents capable of independent task execution, highlighting their components and best practices for design and safety. We also examine key lessons for enterprise AI adoption from leading companies, focusing on systematic evaluation, embedding AI in products,...

Welcome to the podcast exploring the fascinating world of large language models (LLMs) and their practical applications. In this series, we delve into how these powerful AI tools are being customised and fine-tuned for specific industries, moving beyond general capabilities. We examine techniques such as domain-adaptive pretraining to enhance LLMs for specialised tasks like chip design , leading t...

Welcome to this podcast delving into the fascinating world of Prompt Engineering . In this episode, we'll be exploring the art and science behind crafting effective prompts for large language models (LLMs) like those from Gemini. Have you ever wondered how to get the most accurate and meaningful responses from these powerful AI models? This paper breaks it all down, starting with the fundament...

Embark on your journey to mastering the cloud with this insightful podcast exploring Microsoft Azure , a leading platform for innovation and digital transformation. We delve into the boundless potential of Azure , from foundational cloud concepts and core services to advanced architectures and management tools. Discover how Azure empowers businesses with its comprehensive suite of over 600 service...

Welcome to the podcast exploring the world of modern application development! Join us as we delve into the power of Docker and Kubernetes , the leading tools for containerization and orchestration. We'll uncover how Docker helps you package your applications and their dependencies into portable containers, making development and deployment consistent across different environments. Learn about...

Fancy a listen to a new podcast episode? This time, we're diving deep into the world of CI/CD pipelines , the backbone of modern software development! Ever wondered how software goes from a developer's fingertips to your screen so quickly? We'll unravel the mystery of Continuous Integration (CI) and Continuous Delivery/Deployment (CD) , exploring how they automate the building, testing...

Unlock the secrets to writing cleaner, more maintainable, and scalable code with our deep dive into software design patterns. Join us as we explore these reusable solutions to common software development challenges , offering practical insights and real-world examples. Discover how design patterns, popularised by the Gang of Four (Erich Gamma, Richard Helm, Ralph Johnson, and John Vlissides) in th...

Welcome to this deep dive into the fascinating world of Large Language Models (LLMs) , the technology that's rapidly transforming industries and shaping the future of artificial intelligence. In this episode, we'll unpack the core of these powerful systems, starting with what they are and how they function . We'll explore the fundamental transformer architecture that underpins most mod...

Welcome to the podcast! In this episode, we delve into the groundbreaking Model Context Protocol (MCP) , the new standard that's revolutionising how AI applications interact with the real world. Tired of AI assistants that are limited by their training data? MCP is the answer, acting like a universal plug for AI integrations , allowing Large Language Models (LLMs) to connect seamlessly with a...