On Sept 25, 2025 Google released preview updates to Gemini 2.5 Flash and Gemini 2.5 Flash-Lite. The previews bring faster, more efficient outputs, better instruction-following and multimodal abilities, and new -latest aliases so developers can test the newest builds easily.Now let’s take a look at what these two models specifically adjust. Core improvements Gemini 2.5 […]
Integrating Dify with CometAPI: A Step-by-Step Guide
In the rapidly evolving landscape of artificial intelligence, the synergy between platforms and models is paramount for developing robust AI applications. Dify, an open-source LLM (Large Language Model) application development platform, offers seamless integration capabilities with CometAPI’s powerful models. This article delves into the features of Dify, elucidates the integration process with CometAPI, and provides […]
What are the limitations of Gemini usage limits across all tiers?
Google has moved from vague “limited access” wording to explicit, per-tier caps for the Gemini app (free, Google AI Pro, and Google AI Ultra). Those caps cover daily prompts, image generation, Deep Research reports, video outputs, context window sizes and — in Ultra — access to the highest-end reasoning mode called Deep Think. This article […]
Suno Unveils v5 Model, claim ‘most powerful’ model yet
Suno announced v5, which it calls its “most advanced / most powerful music model yet,” rolling it out to Pro & Premier users around Sept 23–25, 2025. Suno says v5 brings studio-grade fidelity, more natural vocals, and a new composition architecture — and it’s already being used to power a new product, Suno Studio. “With […]
Integrate the FlowiseAI with the CometAPI: Step-by-step guide
The low-code visual AI tooling space is moving fast. Flowise — an open-source visual builder for LLM workflows — continues to add community integrations and release frequent updates; CometAPI is one of several unified AI API platforms that now expose hundreds of models via a single endpoint; and no-code backend builders like BuildShip likewise provide […]
DeepSeek-V3.1-Terminus: Feature, Benchmarks and Significance
DeepSeek-V3.1-Terminus is the most recent refinement of the DeepSeek family — a hybrid, agent-oriented large language model (LLM) that DeepSeek positions as a bridge between traditional chat models and more capable agentic systems. Rather than a brand-new base network, Terminus is presented as a targeted service-pack style update to the V3.1 line that focuses on […]
Grok-4-fast API
Grok-4-Fast is xAI’s new cost-efficient reasoning model designed to make high-quality reasoning and web search capabilities cheaper and faster for both consumer and developer use. xAI positions it as a frontier offering that preserves Grok-4’s benchmark performance while improving token efficiency, and ships two variants tuned for either reasoning or non-reasoning workloads.
Model Type: Chat
Grok-code-fast-1 API
grok-code-fast-1 is xAI’s speed-focused, cost-efficient agentic coding model designed to power IDE integrations and automated coding agents. It emphasizes low latency, agentic behaviors (tool calls, stepwise reasoning traces), and a compact cost profile for day-to-day developer workflows.
Model Type: Code
Grok 4 Fast API launch: 98% cheaper to run, built for high-throughput search
xAI announced Grok 4 Fast, a cost-optimized variant of its Grok family that the company says delivers near-flagship benchmark performance while slashing the price to achieve that performance by 98% compared with Grok 4. The new model is designed for high-throughput search and agentic tool use, and includes a 2-million-token context window and separate “reasoning” […]
Grok-code-fast-1 Prompt Guide: All You Need to Know
Grok Code Fast 1 (often written grok-code-fast-1) is xAI’s newest coding-focused large language model designed for agentic developer workflows: low-latency, low-cost reasoning and code manipulation inside IDEs, pipelines and tooling. This article offers a practical, professionally oriented prompt engineering playbook you can apply immediately. What is grok-code-fast-1 and why should developers care? Grok-code-fast-1 is xAI’s […]