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.

Google Gemini CLI Tutorial: How to Install and Use It via CometAPI

Gemini CLI is Google’s open‑source command‑line AI agent that brings the power of Gemini 2.5 Pro directly into your terminal. Launched on June 25, 2025, it offers developers free access to advanced AI capabilities—code generation, content creation, task automation, and more—via natural‑language prompts. With generous usage limits (60 model requests/minute, 1,000/day) under a free Gemini Code Assist […]

How do I Add a PDF to ChatGPT?

In recent weeks, OpenAI has further clarified and expanded its file‐upload capabilities in ChatGPT, making it easier than ever to work with rich document formats—including PDFs—directly within the chat interface. Whether you’re a researcher needing to extract key quotes, a student summarizing articles, or a professional auditing lengthy reports, understanding how to upload and interact […]

Suno Releases v4.5+ with Powerful Vocal Replacement and Creative Control Tools

Suno announced the launch of v4.5+, an incremental update to its flagship AI music generation platform that introduces a groundbreaking Vocal Replacement feature alongside enhanced instrumental swapping and playlist‑driven inspiration tools. Building on the expressive capabilities of v4.5 (released May 1, 2025), which delivered richer vocals, expanded genre support, and smarter prompt interpretations , the new Suno […]

Google launches gemini-embedding-001: its first text embedding model

Google officially unveiled its first production-grade text embedding model, gemini-embedding-001, marking a pivotal moment in the company’s efforts to advance natural language understanding and representation. Now broadly available to developers via the Gemini API, Google AI Studio, and Vertex AI, this state‑of‑the‑art model promises to redefine semantic search, recommendation systems, and a wide array of […]

How to Use Midjourney to Partially Modify a Masked Image? 3 Ways!

Midjourney’s powerful editing capabilities have grown significantly in recent months, offering creators unprecedented control over every aspect of their images. One particularly versatile workflow involves uploading a custom mask image to guide partial modifications—allowing you to change specific areas of a picture while leaving the rest untouched. In this article, we’ll explore the end‑to‑end process […]

How to Access Grok 4 API

Grok 4 is the latest large language model (LLM) offering from Elon Musk’s AI startup, xAI. Officially unveiled on July 9, 2025, Grok 4 touts itself as “the most intelligent model in the world,” featuring native tool use, real‑time search integration, and a massive 256 K context window that far surpasses its predecessors and many competitors. What Is Grok 4 […]

What is Kimi K2? How to Access it?

Kimi K2 represents a significant leap in open‑source large language models, combining state‑of‑the‑art mixture‑of‑experts architecture with specialized training for agentic tasks. Below, we explore its origins, design, performance, and practical considerations for access and use. What is Kimi K2? Kimi K2 is a trillion‑parameter mixture‑of‑experts (MoE) language model developed by Moonshot AI. It features 32 billion […]

How to Process PDFs via URL with the OpenAI API

In recent months, OpenAI has expanded the capabilities of its API to include direct ingestion of PDF documents, empowering developers to build richer, more context-aware applications. CometAPI now supports direct calls to the OpenAI API to process PDFs without uploading files by providing the URL of the PDF file.You can use OpenAI’s model such as […]

Grok 4 VS Claude Opus 4: Which is Better?

The rapid evolution of large language models (LLMs) has ushered in a new era of AI-driven productivity, with xAI’s Grok 4 and Anthropic’s Claude Opus 4 standing out as two of the most advanced offerings on the market. Both models promise to push the boundaries of reasoning, multimodal understanding, and real‐time data integration, yet they differ significantly […]

Moonshot ‘s Kimi K2: A Overview of Next‑Generation Mixture‑of‑Experts Model

Moonshot AI, a rising star in China’s AI landscape, has officially launched Kimi K2, its next-generation large language model based on a cutting-edge Mixture-of-Experts (MoE) architecture. The announcement marks a significant leap forward in performance, scalability, and efficiency, positioning Moonshot AI at the forefront of global AI innovation. What is Kimi K2? Kimi K2, announced […]

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