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.

Black Forest Labs Launches FLUX.1 Kontext

Black Forest Labs today unveiled FLUX.1 Kontext, a groundbreaking suite of generative flow-matching models that unites image generation and editing in a single architecture. Announced from Freiburg, Germany on May 29, 2025, FLUX.1 Kontext empowers creators, developers, and enterprises to generate, retouch, and iteratively refine images using both text and visual inputs—without any finetuning or […]

A comprehensive guide to Google’s Veo 3

I’ve been diving deep into the world of AI-powered video generation lately, and one tool keeps coming up, demo, and news headline: Veo 3. In this article, I’ll walk you through exactly what Veo 3 is, why it’s turning heads across the creative and tech industries, how you can get your hands on it, and—most […]

DeepSeek Unveils DeepSeek R1-0528 : What’s New and Performance

Chinese AI startup DeepSeek today released an incremental yet impactful update to its flagship R1 reasoning model, designated DeepSeek R1-0528, on the Hugging Face platform. Published under the permissive MIT license on May 28, 2025, the update builds upon the original R1 release from January 2025, which first demonstrated that open-source language models could rival […]

Decoding Qwen3’s Training: A Deep Dive

The launch of Qwen3, Alibaba’s latest hybrid reasoning large language model (LLM), has once again reshaped the contours of AI research and application. Behind its remarkable capabilities lies a meticulously engineered training process that spans massive pre-training on diverse data, architectural innovations, and a multi-stage post-training pipeline. This article unpacks how Qwen3 trains, exploring each […]

How to Use Cherrystudio with CometAPI

CherryStudio, a versatile desktop client for large language models (LLMs), and CometAPI, a unified REST interface to hundreds of AI models, together empower users to harness state-of-the-art generative capabilities with minimal friction. This article synthesizes the latest developments—drawing on CherryStudio’s v1.3.12 release (May 26, 2025) and CometAPI’s ongoing platform enhancements—to provide a comprehensive, step-by-step guide […]

OpenAI Responses API gets a major upgrade instead of Assistants API

OpenAI has rolled out a significant upgrade to its Responses API, introducing a suite of powerful tools and enterprise-grade features that transform how developers build agentic applications. Announced on May 21, 2025, this release builds upon the initial Responses API launched in March 2025, which replaced the Assistants API and has already processed trillions of […]

Claude Opus 4 vs Claude Sonnet 4: In-Depth Comparison for Developers

Anthropic’s new Claude 4 family – Claude Opus 4 and Claude Sonnet 4 – were announced in May 2025 as next-generation AI assistants optimized for advanced reasoning and coding. Opus 4 is described as Anthropic’s “most powerful model yet”, excelling at complex, multi-step coding and reasoning tasks. Sonnet 4 is a high-performance upgrade to the […]

Gemma 3n: Feature, Architectures and more

Google’s latest on-device AI, Gemma 3n, represents a leap forward in making state-of-the-art generative models compact, efficient, and privacy-preserving. Launched in preview at Google I/O late May 2025, Gemma 3n is already stirring excitement among developers and researchers because it brings advanced multimodal AI capabilities directly to mobile and edge devices. This article synthesizes the […]

How Does Claude Sonnet 4 Work?

Since its debut in late May 2025, Claude Sonnet 4 has emerged as Anthropic’s flagship general-purpose AI model, offering a blend of high performance, efficiency, and safety—developers and enterprises are eager to understand what powers Claude Sonnet 4, how it outperforms its predecessors, and how to integrate it into real-world workflows. Drawing on Anthropic’s announcements, […]

Google I/O 2025 releases the latest update of Gemini 2.5 series models

At Google I/O 2025, held in Mountain View, California, Google DeepMind and Google AI teams unveiled significant enhancements to their Gemini 2.5 series of large-language models. These updates span both the Gemini 2.5 Pro and Gemini 2.5 Flash variants, introducing advanced reasoning capabilities, native audio output, multilingual support, security safeguards, and substantial efficiency gains. Collectively, […]

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How to Run GPT-5-Codex with Cursor AI
Technology

How to Run GPT-5-Codex with Cursor AI?

Lately,OpenAI has launched a specialized version—GPT‑5‑Codex—specifically tuned for software engineering workflows via its Codex brand. Meanwhile, coding-IDE provider Cursor AI has integrated GPT-5 and GPT-5-Codex […]

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