Kimi K2.6 API
Released 2026 | 256K Tokens context | 1T params (32B active) parameters
Kimi K2.6 API enables general chat and dialogue assistants, agent and task orchestration workflows, and visual understanding from image inputs. It also supports video understanding, chain-of-thought style reasoning when thinking mode is enabled, and fast direct answers when thinking mode is off. Kimi K2.6 is Kimi's flagship versatile model on Alibaba Cloud Model Studio for dialogue and agent tasks, with native multimodal (text + vision) input and optional thinking mode. Standout strengths include Officially supports multimodal input (text, image, and video processing paths) and Supports both thinking and non-thinking operating modes. It is well suited for multimodal assistants that combine image understanding with grounded text reasoning in real-time workflows.
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-K2.6", 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=0.6, top_p=0.95, stream=True, presence_penalty=0 ) for chunk in stream: if chunk.choices and chunk.choices[0].delta.content: print(chunk.choices[0].delta.content, end="", flush=True) print("\n")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-K2.6", 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=0.6, top_p=0.95, stream=True, presence_penalty=0 ) 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
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