ModelFactory

Struct ModelFactory 

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pub struct ModelFactory;
Expand description

Factory for creating model instances

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impl ModelFactory

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pub async fn create( model_id: &str, config: Option<&Config>, ) -> Result<Box<dyn Model>>

Create a model instance from a model identifier

Format examples:

  • “ollama/qwen3-coder:30b” - Explicit backend
  • “qwen3-coder:30b” - Auto-detect backend
  • “gpt-4” - Search backends (likely vLLM or LiteLLM)

The factory will automatically discover available backends and route the request appropriately.

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pub async fn create_default(model_id: &str) -> Result<Box<dyn Model>>

Create a model with default configuration

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pub async fn create_with_backend( model_id: &str, config: Option<&Config>, backend: Option<&str>, ) -> Result<Box<dyn Model>>

Create a model with explicit backend preference

If backend is specified, the model_id will be prefixed with the backend name if it’s not already specified. For example:

  • backend=“ollama”, model_id=“tinyllama” -> “ollama/tinyllama”
  • backend=“vllm”, model_id=“gpt-4” -> “vllm/gpt-4”
  • backend=None, model_id=“qwen3-coder:30b” -> auto-detect backend
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pub async fn list_all_backend_models() -> Result<Vec<String>>

List all available models from all backends

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pub async fn list_available() -> Result<Vec<String>>

List available models (alias for list_all_backend_models)

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pub async fn get_available_backends() -> Vec<String>

Get available backends

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pub async fn validate(model_id: &str, config: Option<&Config>) -> Result<bool>

Validate that a model is accessible

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fn adapt_into_using<M>(self, method: M) -> D
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Convert the source color to the destination color using the specified method.
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fn adapt_into(self) -> D

Convert the source color to the destination color using the bradford method by default.
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