Viewpoint

How to Run Qwen 3 Locally with Ollama & VLLMViewpoint

How to Run Qwen 3 Locally with Ollama & VLLM

The landscape of large language models (LLMs) is evolving at breakneck speed. Models are becoming more powerful, capable, and, importantly, more accessible. The Qwen team recently unveiled Qwen3, their latest generation of LLMs, boasting impressive performance across various benchmarks, including coding, math, and general reasoning. With flagship models like the Mixture-of-Experts (MoE) Qwen3-235B-A22B rivaling established giants and even smaller dense models like Qwen3-4B competing with previou

Ashley Innocent

April 29, 2025

How to Use Deepseek V3 with Cursor for FreeViewpoint

How to Use Deepseek V3 with Cursor for Free

Learn to use Deepseek V3 for FREE with Cursor in this step-by-step beginner's guide! Code a Python factorial function with AI. My takes: fast and cost-effective!

Ashley Goolam

April 29, 2025

How Qwen 3 Outcompetes OpenAI and DeepSeekViewpoint

How Qwen 3 Outcompetes OpenAI and DeepSeek

Explore how Qwen 3’s MoE architecture and open-weight models beat OpenAI and DeepSeek in performance and versatility.

Ashley Innocent

April 29, 2025

DeepSeek R1T-Chimera: A Breakthrough Open Weights Model Hybrid of R1 and V3Viewpoint

DeepSeek R1T-Chimera: A Breakthrough Open Weights Model Hybrid of R1 and V3

Discover DeepSeek R1T-Chimera, an open weights hybrid model combining DeepSeek R1 and V3-0324 for smarter, faster AI reasoning.

Ashley Innocent

April 28, 2025

How to Handle 500 Internal Server Errors in ASP.NET Core Web APIsViewpoint

How to Handle 500 Internal Server Errors in ASP.NET Core Web APIs

This article delves into the nuances of 500 errors within ASP.NET Core, exploring why default handling might not suffice, various methods to return 500 status codes deliberately, strategies for global exception handling, and best practices for debugging and logging.

Emmanuel Mumba

April 27, 2025

DeepWiki: Your AI-Powered Guide to GitHub RepositoriesViewpoint

DeepWiki: Your AI-Powered Guide to GitHub Repositories

In this blog post, we’ll explore how DeepWiki works, what makes it tick under the hood, and why it’s becoming a must-have for developers and open-source enthusiasts.

Ashley Innocent

April 26, 2025

Claude Free vs Pro: Which Plan Shall You Pick in 2025?Viewpoint

Claude Free vs Pro: Which Plan Shall You Pick in 2025?

We'll explore Claude AI usage, performance comparison, model access, cost-effectiveness, and ultimately answer whether the paid version of Claude is a worthwhile investment.

Ardianto Nugroho

April 25, 2025

o3 vs Sonnet 3.7 vs Gemini 2.5 Pro: Who’s the Best AI for Coding?Viewpoint

o3 vs Sonnet 3.7 vs Gemini 2.5 Pro: Who’s the Best AI for Coding?

Compare o3, Sonnet 3.7, and Gemini 2.5 Pro to find the best AI for coding. Dive into their code generation, debugging, and API integration strengths. Learn how Apidog enhances workflows in this 2000+ word technical analysis.

Ashley Innocent

April 25, 2025

How to Use Gemini 2.5 Flash with Cursor & ClineViewpoint

How to Use Gemini 2.5 Flash with Cursor & Cline

Learn to use Gemini 2.5 Flash with Cursor & Cline in this guide! Code a Python factorial function with AI. My takes: fast and easy!

Ashley Goolam

April 25, 2025

How to Use LiteLLM with OllamaViewpoint

How to Use LiteLLM with Ollama

Large Language Models (LLMs) are transforming how we build applications, but relying solely on cloud-based APIs isn't always ideal. Latency, cost, data privacy, and the need for offline capabilities often drive developers towards running models locally. Ollama has emerged as a fantastic tool for easily running powerful open-source LLMs like Llama 3, Mistral, and Phi-3 directly on your machine (macOS, Linux, Windows). However, interacting with different LLMs, whether local or remote, often requi

Maurice Odida

April 25, 2025

Get Gemini 2.5 Pro Free Access: Here is HowViewpoint

Get Gemini 2.5 Pro Free Access: Here is How

Explore ways to interact with Gemini 2.5 Pro without cost using the web UI and Python libraries. Discover why Apidog is the essential API testing tool for developers, especially for advanced SSE debugging of LLM endpoints like Gemini.

Oliver Kingsley

April 25, 2025

OpenHands: The Open Source Devin AI AlternativeViewpoint

OpenHands: The Open Source Devin AI Alternative

The world of software development is undergoing a seismic shift, driven by the rapid advancements in artificial intelligence. We've seen AI tools evolve from simple code completion aids to sophisticated systems capable of understanding complex requirements and generating functional applications. In this exciting landscape, a new player has emerged, capturing the imagination of developers worldwide: OpenHands. Positioned as a powerful, open-source alternative to proprietary AI developers like Dev

Mark Ponomarev

April 25, 2025

Suna AI: the Open Source General AI AgentViewpoint

Suna AI: the Open Source General AI Agent

This article provides an overview of Suna's core capabilities and architecture, followed by a detailed, step-by-step tutorial on how to set up and run your own instance locally, empowering you to leverage this powerful AI agent within your own environment.

Medy Evrard

April 25, 2025

Howt to Deploy MCP Servers on AWS LambdaViewpoint

Howt to Deploy MCP Servers on AWS Lambda

This article explores how to leverage MCPEngine to build and deploy MCP servers on AWS Lambda, covering stateless tools, state management, and authentication.

INEZA FELIN-MICHEL

April 25, 2025

Lovable 2.0 Free Limits and How to Use It for Free: Exploring Open-Source AlternativeViewpoint

Lovable 2.0 Free Limits and How to Use It for Free: Exploring Open-Source Alternative

Discover Lovable’s free limits and learn how to use it effectively with open-source alternatives like GPT Engineer.

Ashley Innocent

April 25, 2025