AI Developers: Reference Links: 1. Basic overview of Gen AI, AI agent and Agentic AI: https://youtube.com/watch?v=O2gerCxEXvc&feature=shared 2. How to select LLm Models to build Gen AI: https://huggingface.co/spaces/lmarena-ai/chatbot-arena-leaderboard 3. When to train code agents with own data. Ideally this is suited for Products based companies who owns huge code base and domain specific codes. Since services companies doesn't own much of code, not suitable for them. Here are the 3 approaches, 1. For General Purpose code - use pretrained modesl - GPT-4, CodeLlama 2. For Doamin specific and consistency with local code and security purpose - Train Model 3. Hybrid Approach - Use Pretrain model as base. Fine-tune or embed your codebase into a retrieval-augmented generation (RAG) system. This allows the model to reference your code without full retraining. When to Use Whic...
Idea: i want a develop a smart nano cloud system this shall be very small footprint device which allows attachment of hard disk or any storage device. With wifi feature and small application exposing web page or apis . User can access this device from thier laptops or mobiles while at home to store personal huge data. Can be photos, messages, etc.. Help me to prepare detailed product pitch and development approach Connectivity Diagram: B-L475E-IOT01A1 Board: URL: https://www.digikey.in/en/products/detail/stmicroelectronics/B-L475E-IOT01A1/6615998 Waveshare Industrial Grade USB HUB, Extending 4x USB 2.0 Ports, Switchable Dual Hosts URL: https://robu.in/product/waveshare-industrial-grade-usb-hub-extending-4x-usb-2-0-ports-switchable-dual-hosts/ A smart Nano Cloud system that gives users full control over their personal data—locally and securely—is a powerful alternative to traditional cloud services. Here's a comprehensive breakdown to help you pitch and ...
1 . Design Principles SOLID Single Responsibility Principle (SRP) Open/Closed Principle (OCP) Liskov Substitution Principle (LSP) Interface Segregation Principle (ISP) Dependency Inversion Principle (DIP) DRY (Don’t Repeat Yourself) KISS (Keep It Simple, Stupid) Other Important Principles YAGNI (You Ain’t Gonna Need It) Convention over Configuration (CoC) Composition over Inheritance Law of Demeter (LoD) 2. Design Patterns: 1. Creational: Pattern Purpose Abstract Factory Create families of related objects without specifying concrete classes Builder Construct complex objects step by step Factory Method Define interface for creating objects, let subclasses decide instantiation Prototype Create new objects by cloning existing ones Singleton Ensure a class has only one instance and provide global access 2 . Structural Pattern Purpose Adapter Conve...
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