Comet API Blog
The CometAPI Blog shares practical guides and updates on mainstream
AI models to help developers get started quickly and integrate them efficiently.
How to Use Omni-Reference in Midjourney V7? Usage Guide
Midjourney’s Version 7 (V7) has ushered in a transformative feature for creators: Omni‑Reference. Launched on May 3, 2025, this new tool empowers you to lock in specific visual elements—whether characters, objects, or creatures—from a single reference image and seamlessly blend them into your AI‑generated artwork . This article combines the latest official updates and community insights to guide […]
How GPT-Image‑1 Works: A Deep Dive
GPT-Image‑1 represents a significant milestone in the evolution of multimodal AI, combining advanced natural language understanding with robust image generation and editing capabilities. Unveiled by OpenAI in late April 2025, it empowers developers and creators to produce, manipulate, and refine visual content through simple text prompts or image inputs. This article dives deep into how […]
How to Use Sora by OpenAI? A Complete Tutorial
Sora, OpenAI’s state-of-the-art text-to-video generation model, has rapidly advanced since its unveiling, combining powerful diffusion techniques with multimodal inputs to create compelling video content. Drawing on the latest developments—from its public launch to on-device adaptations—this article provides a comprehensive, step-by-step guide to harnessing Sora for video generation. Throughout, we address key questions about Sora’s capabilities, […]
What is Phi‑4 Reasoning & How does it Work?
Microsoft Research unveiled Phi‑4 Reasoning on April 30, 2025, alongside two sister models—Phi‑4‑Mini‑Reasoning (≈3.8 B parameters) and Phi‑4‑Reasoning‑Plus (14 B parameters with reinforcement learning tuning). Unlike general‑purpose LLMs, these models are specialized for reasoning: they allocate additional inference compute to verify and refine each solution step. Training leveraged high‑quality web data, synthetic problem sets, and curated “chain‑of‑thought” demonstrations from […]
How to Use n8n with CometAPI
In the era of AI-driven workflow automation, combining n8n’s visual orchestration platform with OpenAI’s cutting-edge language models unlocks unprecedented possibilities. CometAPI—a newly launched AI model aggregation platform—addresses this need by unifying access to over 500 models under a single, consistent API interface. CometAPI promises ultra‑high concurrency, low‑latency responses, and simplified billing through a serverless architecture […]
Qwen 2.5: What It Is, Architectural & benchmarks
As artificial intelligence continues to evolve, Alibaba’s Qwen 2.5 emerges as a formidable contender in the realm of large language models (LLMs). Released in early 2025, Qwen 2.5 boasts significant enhancements over its predecessors, offering a suite of features that cater to a diverse range of applications—from software development and mathematical problem-solving to multilingual content […]
Is Stable Diffusion Free?
Stable Diffusion, developed by Stability AI, has emerged as a prominent open-source text-to-image model, renowned for its high-quality outputs and adaptability. Its accessibility has empowered a diverse range of users—from hobbyists and researchers to startups and enterprises—to harness its capabilities. However, questions often arise regarding its cost and licensing terms. This article delves into the […]
DeepSeek: How Does It Work?
In the rapidly evolving field of artificial intelligence, DeepSeek has emerged as a formidable contender, challenging established giants like OpenAI and Google. Founded in July 2023 by Liang Wenfeng, DeepSeek is a Chinese AI company that has garnered attention for its innovative approaches to large language models (LLMs) and its commitment to open-source development. This […]
Is ChatGPT-4.5 Better Than OpenAI o3?
In early 2025, OpenAI unveiled two significant models: GPT-4.5 and the O3 series. While GPT-4.5, codenamed “Orion,” represents an advancement in conversational AI, the O3 models are designed for complex reasoning and problem-solving tasks. This article delves into the capabilities, performance, and applications of both models to determine which stands out in the current AI […]
Qwen2.5: Features, Deploy & Comparision
In the rapidly evolving landscape of artificial intelligence, 2025 has witnessed significant advancements in large language models (LLMs). Among the frontrunners are Alibaba’s Qwen2.5, DeepSeek’s V3 and R1 models, and OpenAI’s ChatGPT. Each of these models brings unique capabilities and innovations to the table. This article delves into the latest developments surrounding Qwen2.5, comparing its […]

How does OpenAI’s Codex CLI Work?
OpenAI’s Codex CLI represents a significant step in bringing powerful AI-driven coding assistance directly into developers’ local environments. Since its initial release in mid-April 2025, […]

Why Are My Midjourney Images jpg Artifacts
In recent weeks, two major developments have thrust Midjourney back into the spotlight: the long‑awaited alpha release of the V7 model and a high‑profile copyright […]

How Many Images Can You Upload To Deepseek
DeepSeek has rapidly emerged as a leading AI-powered visual search and analysis platform, enabling users to process and interpret images with remarkable speed and accuracy. […]

How to Make ChatGPT Sound more human through Prompt
As AI systems like ChatGPT become integral to customer service, content creation, and personal assistance, users demand interactions that feel natural, empathetic, and personalized. Recent […]

What Kind of Files does Claude Allow Me to Upload
Claude, Anthropic’s conversational AI, offers a rich set of file‑upload capabilities—both in its web interface and via its API—that let you work seamlessly with documents, […]

What is CometAPI and How to Use it immediately
CometAPI emerges as a unifying platform when Developers and businesses face mounting complexity when integrating and managing diverse AI models, offering a single gateway to […]