Learn R Programming
mLLMCelltype (version 1.3.2)

QwenProcessor: Qwen API Processor

Description

Qwen API Processor

Qwen API Processor

Arguments

Super class

mLLMCelltype::BaseAPIProcessor -> QwenProcessor

Methods

Inherited methods

Method new()

Test if an endpoint is accessible

Initialize Qwen processor

Usage

QwenProcessor$new(base_url = NULL)

Arguments

base_url

Optional custom base URL for Qwen API

url

The endpoint URL to test

api_key

API key for authentication

Returns

TRUE if accessible, FALSE otherwise

Method get_default_api_url()

Get default Qwen API URL with intelligent endpoint selection

Usage

QwenProcessor$get_default_api_url()

Returns

Default Qwen API endpoint URL

Method get_working_api_url()

Get working Qwen API URL with automatic endpoint detection

Usage

QwenProcessor$get_working_api_url(api_key)

Arguments

api_key

API key for testing endpoints

Returns

Working Qwen API endpoint URL

Method make_api_call()

Make API call to Qwen

Usage

QwenProcessor$make_api_call(chunk_content, model, api_key)

Arguments

chunk_content

Content for this chunk

model

Model identifier

api_key

API key

Returns

httr response object

Method extract_response_content()

Extract response content from Qwen API response

Usage

QwenProcessor$extract_response_content(response, model)

Arguments

response

httr response object

model

Model identifier

Returns

Extracted text content

Method clone()

The objects of this class are cloneable with this method.

Usage

QwenProcessor$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

Details

Concrete implementation of BaseAPIProcessor for Qwen models. Handles Qwen-specific API calls, authentication, and response parsing.

Qwen has two API endpoints:

  • International: https://dashscope-intl.aliyuncs.com/api/v1/services/aigc/text-generation/generation (preferred)

  • Domestic (China): https://dashscope.aliyuncs.com/api/v1/services/aigc/text-generation/generation (fallback) The processor automatically tries international first, then falls back to domestic if needed.