编程

glm

Call the GLM API (GLM 5 and 4 series) through RunAPI using OpenAI-compatible Chat Completions. Use for GLM text chat, streaming, or an existing compatibility client that needs the conditional reference.

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技能文档

GLM on RunAPI

Use OpenAI-compatible Chat Completions at https://runapi.ai/v1 as the primary protocol.

Primary protocol recipe

Authenticate

Set OPENAI_API_KEY to a RunAPI API key and OPENAI_BASE_URL to https://runapi.ai/v1.

Send request

from openai import OpenAI
client = OpenAI(api_key="YOUR_RUNAPI_TOKEN", base_url="https://runapi.ai/v1")
response = client.chat.completions.create(
    model="glm-5.2",
    messages=[{"role": "user", "content": "Summarize this review."}],
)
print(response.choices[0].message.content)
print(response.usage)

For long output, call the same method with stream=True and stream_options={"include_usage": True}; consume every chunk through [DONE].

Verify result

Require final assistant content, a terminal finish_reason, and authoritative usage. A stream is complete only after its terminal usage chunk and [DONE].

Stop boundaries

Correct a rejected shape once using the structured error. Retry transport once only before any response or Usage and when replay is safe. Record a terminal error and stop without changing model or protocol. For glm-5.2, start with text history; add tools, reasoning, structured output, or multimodal input only when the current RunAPI contract explicitly verifies that capability.

Compatibility protocols

Load compatibility protocols only when an existing client requires Anthropic Messages or Gemini contents.

Supported models

Model ID	Use when
`glm-5.2`	Current flagship text workloads
`glm-5.1`	Recent GLM chat workloads
`glm-5-turbo`	Faster GLM chat
`glm-5`	General GLM 5 requests
`glm-4.7`	GLM 4.7 compatibility
`glm-4.6`	Stable GLM 4.6 requests
`glm-4.5`	GLM 4.5 compatibility
`glm-4.5-air`	Lightweight GLM 4.5 requests

References

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gemini

Call Gemini 2.5 and 3 series models through RunAPI using Gemini contents clients. Use for Gemini chat, streaming, multimodal input, grounding, structured output, reasoning, or an existing compatibility client that needs the conditional reference.

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gemini-omni

Create Gemini Omni voice resources, character resources, and Flash Preview or multimodal text-to-video tasks through RunAPI. Use when the user asks an agent to create or manage Gemini Omni audio voices, character resources, or video. Default to the RunAPI CLI for one-off calls; use SDKs only when integrating RunAPI into an app or backend.

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Use when the user asks what RunAPI models are available, compares models, needs pricing, asks for required fields, searches by modality, or wants a recommend...