
How to Run Kimi K3 on Hermes Agent
Run Moonshot AI's Kimi K3 inside Hermes Agent using Qubrid's OpenAI-compatible API. Full setup, code examples, pricing ($3/M input), and vision support. Live in 10 minutes
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Run Moonshot AI's Kimi K3 inside Hermes Agent using Qubrid's OpenAI-compatible API. Full setup, code examples, pricing ($3/M input), and vision support. Live in 10 minutes

Moonshot AI just launched Kimi K3, and it is a big one. Literally. At 2.8 trillion parameters, K3 is the largest open model ever released, and it ships with a 1 million token context window, native visual understanding, and always-on reasoning.

Grok 4.5 launched at $2/$6 per million tokens. xAI's own charts show open-source GLM-5.2 just 2.6 points behind on SWE Bench Pro. Full comparison inside.

Qubrid AI is now officially listed on the Dify Marketplace, giving Dify's developer community direct, OpenAI-compatible access to Qubrid's model catalog inside any chat app, agent, or workflow. No custom integration, no separate infrastructure to stand up. Install the plugin, connect an API key, and Qubrid's models are available wherever Dify builds.

Stop context-switching between your editor and AI chat tools. Here's how to run open source models like GLM-5.2, DeepSeek, and Llama 4 natively inside VS Code using Qubrid's inference API
Official announcements from Qubrid AI

Qubrid AI, a leading Open, Inference-First Full-Stack AI Platform company, today at NVIDIA GTC 2026 announced the addition and acceleration of over forty open-source models powered by NVIDIA AI infrastructure. Enterprise agent developers can simply integrate a single API provided by Qubrid and inference over forty models from within their agentic application, decide which model suits their requirements and then scale using NVIDIA GPU VMs or dedicated GPU servers all running on Qubrid's advanced AI platform.
GLM-5.2 just claimed the top spot among open-weights models, beating GPT-5.5 on coding benchmarks, matching Claude Opus 4.8 on long-horizon tasks, and doing it all at a fraction of the cost. Qubrid AI is a Day 0 launch partner with Z.ai - which means you can build with it right now.
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From low-latency voice assistants and streaming multimodal systems to the future of conversational infrastructure, here’s why GPT-Realtime-2 is becoming one of the most discussed topics among developers, startups, and the broader AI community
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If you've been following the open-source LLM space over the past few months, you already know that Moonshot AI has been one of the more interesting players to watch. Their latest release, Kimi K2.6, is generating real attention among developers, and not just because of the benchmark numbers.
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"Qubrid helped us turn a collection of AI scripts into structured production workflows. We now have better reliability, visibility, and control over every run."
AI Infrastructure Team
Automation & Orchestration