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GroqModel

Struct GroqModel 

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pub struct GroqModel { /* private fields */ }
Available on crate feature groq only.
Expand description

Groq model client.

Groq uses an OpenAI-compatible API, so this wraps OpenAIChatModel with the Groq-specific base URL and settings.

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impl GroqModel

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pub const BASE_URL: &'static str = "https://api.groq.com/openai/v1"

Groq API base URL.

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pub fn new( model_name: impl Into<String>, api_key: impl Into<String>, ) -> GroqModel

Create a new Groq model with an API key.

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pub fn from_env(model_name: impl Into<String>) -> Result<GroqModel, ModelError>

Create from environment variable GROQ_API_KEY.

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pub fn llama_70b(api_key: impl Into<String>) -> GroqModel

Create a Llama 3.1 70B Versatile model.

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pub fn llama_70b_from_env() -> Result<GroqModel, ModelError>

Create a Llama 3.1 70B model from environment.

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pub fn llama_8b(api_key: impl Into<String>) -> GroqModel

Create a Llama 3.1 8B Instant model.

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pub fn mixtral(api_key: impl Into<String>) -> GroqModel

Create a Mixtral 8x7B model.

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pub fn gemma_9b(api_key: impl Into<String>) -> GroqModel

Create a Gemma 2 9B model.

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pub fn model_name(&self) -> &str

Get the model name.

Trait Implementations§

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impl Clone for GroqModel

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fn clone(&self) -> GroqModel

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for GroqModel

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fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>

Formats the value using the given formatter. Read more
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impl Model for GroqModel

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fn name(&self) -> &str

Get the model name.
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fn system(&self) -> &str

Get the model system/provider (openai, anthropic, etc).
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fn profile(&self) -> &ModelProfile

Get the model profile (capabilities, schema transforms).
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fn request<'life0, 'life1, 'life2, 'life3, 'async_trait>( &'life0 self, messages: &'life1 [ModelRequest], settings: &'life2 ModelSettings, params: &'life3 ModelRequestParameters, ) -> Pin<Box<dyn Future<Output = Result<ModelResponse, ModelError>> + Send + 'async_trait>>
where 'life0: 'async_trait, 'life1: 'async_trait, 'life2: 'async_trait, 'life3: 'async_trait, GroqModel: 'async_trait,

Make a request to the model.
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fn request_stream<'life0, 'life1, 'life2, 'life3, 'async_trait>( &'life0 self, messages: &'life1 [ModelRequest], settings: &'life2 ModelSettings, params: &'life3 ModelRequestParameters, ) -> Pin<Box<dyn Future<Output = Result<Pin<Box<dyn Stream<Item = Result<ModelResponseStreamEvent, ModelError>> + Send>>, ModelError>> + Send + 'async_trait>>
where 'life0: 'async_trait, 'life1: 'async_trait, 'life2: 'async_trait, 'life3: 'async_trait, GroqModel: 'async_trait,

Make a streaming request to the model. Read more
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fn identifier(&self) -> String

Get the full model identifier.
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fn count_tokens<'life0, 'life1, 'async_trait>( &'life0 self, _messages: &'life1 [ModelRequest], ) -> Pin<Box<dyn Future<Output = Result<u64, ModelError>> + Send + 'async_trait>>
where 'life0: 'async_trait, 'life1: 'async_trait, Self: 'async_trait,

Count tokens for messages (if supported). Read more
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fn supports(&self, capability: ModelCapability) -> bool

Check if the model supports a specific capability.

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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fn borrow_mut(&mut self) -> &mut T

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impl<T> CloneToUninit for T
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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

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impl<T> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

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fn into(self) -> U

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impl<T> PolicyExt for T
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fn and<P, B, E>(self, other: P) -> And<T, P>
where T: Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns Action::Follow only if self and other return Action::Follow. Read more
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where T: Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns Action::Follow if either self or other returns Action::Follow. Read more
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impl<T> Same for T

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type Output = T

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type Owned = T

The resulting type after obtaining ownership.
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fn clone_into(&self, target: &mut T)

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impl<T, U> TryFrom<U> for T
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type Error = Infallible

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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

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where T: Clone + Send + Sync + Debug + 'static,