Kimi K2.5
latestKimi K2.5 is Moonshot AI's most powerful open-source model to date — a native multimodal agentic model built through continual pretraining on 15 trillion mixed visual and text tokens atop Kimi-K2-Base. With 1T total parameters (32B active), it seamlessly integrates vision, language, and advanced agentic capabilities including an Agent Swarm paradigm that coordinates up to 100 parallel sub-agents, reducing execution time by 4.5x on parallelizable tasks.
input tokens
output tokens
Cached $0.07$0.06/1M cached tokens
from openai import OpenAI # Initialize the OpenAI client with Qubrid base URL client = OpenAI( base_url="https://platform.qubrid.com/v1", api_key="QUBRID_API_KEY", ) stream = client.chat.completions.create( model="moonshotai/Kimi-K2.5", messages=[ { "role": "user", "content": [ { "type": "text", "text": "What is in this image? Describe the main elements." }, { "type": "image_url", "image_url": { "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg" } } ] } ], max_tokens=16384, temperature=1, top_p=0.95, stream=True, extra_body={ "enable_thinking": True, } ) for chunk in stream: if chunk.choices and chunk.choices[0].delta.content: print(chunk.choices[0].delta.content, end="", flush=True) print("\n") Enterprise
Platform Integration
Docker Support
Official Docker images for containerized deployments
Kubernetes Ready
Production-grade KBS manifests and Helm charts
SDK Libraries
Official SDKs for Python, Javascript, Go, and Java
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