Web Grounding for LLMs with Python
Content1 Web Grounding Workflow2 Key Takeaways3 Step 1 — Getting Your API Keys4 Step 2 — Setting Up Your Environment5 Step 3 — Identifying Whether a Prompt Requires Web Grounding6…
QwenLong-L1.5: Long-Context AI Reasoning
Content1 Key Takeaways2 What Is QwenLong-L1.5?3 Why Long-Context Post-Training Matters4 Core Innovations in QwenLong-L1.55 QwenLong-L1.5 Performance6 Why Run QwenLong-L1.5 on Cloud GPUs?7 Step 1: Create a Cloud GPU Server8 Step…
Olmo 3: Open-Source AI Model Overview
Content1 Prerequisites2 Key Takeaways3 Model Architecture4 Data Curation5 OlmoTrace6 Running Olmo 3 on General Cloud GPU Infrastructure7 FAQ8 Final Thoughts Vijona24 Jun at 10:03 Olmo 3: A Practical Overview of…
Install OwnCloud on Ubuntu: Step-by-Step Guide
Content1 Key Takeaways2 What Is OwnCloud and Why Use It?3 Manual Installation vs Docker: Which OwnCloud Installation Method Should You Choose?4 Prerequisites5 OwnCloud Architecture Overview6 Install Required PHP Extensions7 Create…
Coreflux MQTT Broker with MongoDB for IoT Automation
Content1 Key Takeaways2 What You Will Build3 Coreflux and Cloud Platform Integration4 What Is MQTT?5 About Coreflux6 Prerequisites7 Create the Network Infrastructure for IoT Automation8 Set Up a Managed MongoDB…
CrewAI Crash Course: Build Multi-Agent AI Workflows
Content1 Key Takeaways2 What Is CrewAI?3 Installation4 CrewAI Mental Model: Agents, Tasks, Tools, and Crew5 Build a Real Workflow: Guided Project6 Tools and Integrations7 Reliability Patterns for Multi-Agent Workflows8 Observability…
vLLM GPU Sizing Guide for LLM Inference
Content1 Key Takeaways2 The Anatomy of vLLM Runtime Behavior: Prefill vs. Decode3 Linking Runtime Phases to Workloads and Hardware4 KV Cache at Runtime5 Sizing Fundamentals: How Models, Precision, and Hardware…
RL Environments for LLMs and AI Agents
Content1 Key Takeaways2 Reinforcement Learning from Verifiable Rewards3 RL Environments for Products4 Creating an RL Environment5 Consider What Is Needed6 Clone the Repository and Set Up the Environment7 Prepare a…
Boltz-2 AI Model: Breakthrough in Drug Discovery & Binding Affinity Prediction
Content1 Key Takeaways2 Binding Affinity3 Data4 Architecture5 How Was Boltz-2 Trained?6 Performance7 Boltz-Steering8 Implementation9 FAQ10 Final Thoughts Vijona18 Jun at 11:07 Boltz-2: Open-Source AI for Biomolecular Structure Prediction and Drug…