AI Engineer

Teapot LLM is an open-source language model with approximately 800 million parameters, fine-tuned on synthetic data and optimized to run locally on resource-constrained devices such as smartphones and CPUs. Developed by the community, Teapot LLM is designed to perform a variety of tasks, including hallucination-resistant Question Answering (QnA), Retrieval-Augmented Generation

Running OlympicCoder-7B on Windows requires careful setup due to its specialized nature as a competitive programming AI model. This guide explains installation, configuration, and optimization strategies for both GPU and CPU environments. Whether you're a seasoned competitor or new to AI-assisted coding, this comprehensive guide offers a clear

Last updated April 2026 — refreshed for current model/tool versions. OlympicCoder-7B is a 7-billion-parameter competitive programming model released by Hugging Face's Open-R1 team in March 2025. It runs entirely locally on Apple Silicon Macs, requires no cloud API, and on an M2 Max produces roughly 18–19 tokens

SpatialLM is a cutting-edge AI tool designed to analyze videos, generate 3D maps of spaces, and identify structural elements such as walls, doors, windows, and furniture. This guide provides a step-by-step walkthrough for installing, configuring, running inference, and visualizing SpatialLM on Ubuntu. Introduction to SpatialLM SpatialLM is a large language

SpatialLM is a groundbreaking AI tool designed for spatial reasoning and 3D scene understanding. It processes 3D point cloud data generated from videos or other sources and outputs structured representations, such as architectural layouts or object mappings. Running SpatialLM on Windows requires specific configurations and tools. This guide provides a

DeepSeek V3 is one of the most advanced AI models available today, designed to excel in natural language processing, reasoning, and decision-making tasks. Running DeepSeek V3 on Ubuntu allows developers to harness its capabilities locally, avoiding reliance on cloud services while maintaining full control over their environment. This article provides

DeepSeek V3 is a cutting-edge AI model designed for advanced reasoning, code generation, and multimodal understanding. Running it on a Windows machine allows users to leverage its powerful capabilities locally, ensuring privacy, speed, and customization. This guide provides an in-depth walkthrough of how to set up and use DeepSeek V3

DeepSeek V3 is a cutting-edge AI model designed for advanced reasoning, code generation, and multimodal understanding. Running this powerful tool on macOS requires careful preparation, installation, and usage. This guide provides a detailed walkthrough of the process, covering everything from prerequisites to troubleshooting. What Is DeepSeek V3? DeepSeek V3 is

Last updated April 2026 — refreshed for .NET 10, C# 14, ML.NET 5, Semantic Kernel, and Unity 6. C# remains one of the strongest choices for a final-year project: it runs on every major platform, ships with a world-class AI/ML ecosystem via .NET 10, and is in high demand

SpatialLM is a cutting-edge 3D large language model that enables advanced spatial understanding through multimodal processing of point clouds, video inputs, and sensor data. While primarily designed for CUDA-enabled systems. This guide provides detailed instructions for running SpatialLM on macOS using optimized workflows and hardware configurations. System Requirements for macOS

Last updated April 2026 — refreshed for current model versions, the multilingual research preview, and the Apple Silicon-friendly install path via LM Studio. Orpheus 3B is Canopy Labs' open-source, Llama-3.2-based speech model that emits expressive, near-human audio with zero-shot voice cloning and inline emotion tags. The original Canopy Python

Last updated April 2026 — refreshed for Gemma 4 (released April 2, 2026), current Ollama releases, and the Gemma 3 lineage that still ships in production. Google DeepMind released Gemma 4 on April 2, 2026 under Apache 2.0, superseding the Gemma 3 lineup released in March 2025. This guide is

Gemma 3, Google's latest multimodal AI model, has revolutionized artificial intelligence by enabling seamless text, image, and video processing. With its open weights and optimized performance for consumer-grade hardware, Gemma 3 provides developers and AI enthusiasts with a powerful tool for diverse applications. This guide offers a detailed

Last updated April 2026 — refreshed for current model/tool versions. Google released Gemma 4 on April 2, 2026, superseding Gemma 3 as DeepMind's flagship open-weight family. This guide shows how to run both generations locally on a Mac (Apple Silicon M1–M4): Gemma 3 if you have older

Sesame CSM 1B is a cutting-edge, open-source speech synthesis model optimized for local deployment. It enables lifelike voice generation and cloning with efficient VRAM usage, making it ideal for users with consumer GPUs like the RTX 4060 (8GB VRAM). This guide covers installation, configuration, and advanced usage on Ubuntu systems

Sesame CSM 1B is an open-source speech model designed for lifelike AI-generated voices, enabling offline voice synthesis and cloning on local hardware. This guide provides a step-by-step approach to installing and running Sesame CSM 1B on a Windows machine, covering prerequisites, installation steps, testing, and troubleshooting. What is Sesame CSM

Sesame AI's CSM 1B is a state-of-the-art conversational speech model renowned for its ability to generate human-like voices. This guide provides a step-by-step walkthrough for running Sesame CSM 1B on a Mac, detailing prerequisites, installation procedures, and troubleshooting tips to ensure a seamless experience. What is Sesame CSM

OpenManus is an open-source alternative to Manus AI, designed to provide similar capabilities through local deployment. This guide walks you through the installation, configuration, and usage of OpenManus on Ubuntu systems. What is OpenManus? OpenManus is an open-source AI agent inspired by the capabilities of Manus AI, developed by the

Last updated April 2026 — refreshed for current model/tool versions. OpenManus is the actively maintained open-source agent framework that lets you reproduce most of what proprietary Manus AI does — autonomous web browsing, multi-step planning, code and shell execution, file I/O — on your own Windows machine, with the model of

Last updated April 2026 — refreshed for current model/tool versions, the FoundationAgents fork, and the Manus AI corporate shutdown. Manus AI's hosted product is on borrowed time. On 27 April 2026 China's NDRC formally blocked Meta's roughly $2 billion acquisition of the Singapore-relocated Manus

Integrating Vercel with DeepSeek unlocks powerful capabilities for building AI-enhanced web applications. This combination leverages Vercel's serverless deployment platform and DeepSeek's advanced language models to create scalable, intelligent solutions. Below is a structured exploration of this integration, including technical implementation, use cases, and best practices. Technical

In the rapidly evolving landscape of artificial intelligence, two names have recently garnered significant attention: DeepSeek and Manus AI. Both are advanced AI systems developed in China, aiming to revolutionize the way we interact with and utilize artificial intelligence. Meanwhile, Manus AI, touted as the world's first truly

Artificial Intelligence (AI) testing represents a paradigm shift in software quality assurance, integrating advanced computational methodologies such as machine learning (ML), natural language processing (NLP), and deep learning to augment testing accuracy, efficiency, and adaptability. Distinct from conventional software testing methodologies, which predominantly rely on static automation scripts or manual

Last updated April 2026 — refreshed for current Ollama versions, Ubuntu 24.04, and 2026 model ecosystem. Ollama VIC-20 is a sub-20 KB, zero-install JavaScript frontend for chatting with locally hosted large language models. Paired with Ollama v0.22 — the inference layer that now ships with native GPU support, image generation,