Struct Client

pub struct Client { /* private fields */ }

Implementations

impl Client

pub fn new(api_key: &str) -> Self

pub fn from_url(api_key: &str, base_url: &str) -> Self

pub fn from_env() -> Self

Create a new Google Gemini client from the GEMINI_API_KEY environment variable. Panics if the environment variable is not set.

pub fn post(&self, path: &str) -> RequestBuilder

pub fn embedding_model(&self, model: &str) -> EmbeddingModel

Create an embedding model with the given name. Note: default embedding dimension of 0 will be used if model is not known. If this is the case, it’s better to use function embedding_model_with_ndims

Example

use rig::providers::gemini::{Client, self};

// Initialize the Google Gemini client
let gemini = Client::new("your-google-gemini-api-key");

let embedding_model = gemini.embedding_model(gemini::embedding::EMBEDDING_GECKO_001);

pub fn embedding_model_with_ndims( &self, model: &str, ndims: usize, ) -> EmbeddingModel

Create an embedding model with the given name and the number of dimensions in the embedding generated by the model.

Example

use rig::providers::gemini::{Client, self};

// Initialize the Google Gemini client
let gemini = Client::new("your-google-gemini-api-key");

let embedding_model = gemini.embedding_model_with_ndims("model-unknown-to-rig", 1024);

pub fn embeddings<D: Embed>( &self, model: &str, ) -> EmbeddingsBuilder<EmbeddingModel, D>

Create an embedding builder with the given embedding model.

Example

use rig::providers::gemini::{Client, self};

// Initialize the Google Gemini client
let gemini = Client::new("your-google-gemini-api-key");

let embeddings = gemini.embeddings(gemini::embedding::EMBEDDING_GECKO_001)
    .simple_document("doc0", "Hello, world!")
    .simple_document("doc1", "Goodbye, world!")
    .build()
    .await
    .expect("Failed to embed documents");

pub fn completion_model(&self, model: &str) -> CompletionModel

Create a completion model with the given name. Gemini-specific parameters can be set using the GenerationConfig struct. Gemini API Reference

pub fn agent(&self, model: &str) -> AgentBuilder<CompletionModel>

Create an agent builder with the given completion model. Gemini-specific parameters can be set using the GenerationConfig struct. Gemini API Reference

Example

use rig::providers::gemini::{Client, self};

// Initialize the Google Gemini client
let gemini = Client::new("your-google-gemini-api-key");

let agent = gemini.agent(gemini::completion::GEMINI_1_5_PRO)
   .preamble("You are comedian AI with a mission to make people laugh.")
   .temperature(0.0)
   .build();

pub fn extractor<T: JsonSchema + for<'a> Deserialize<'a> + Serialize + Send + Sync>( &self, model: &str, ) -> ExtractorBuilder<T, CompletionModel>

Create an extractor builder with the given completion model.

Trait Implementations

impl Clone for Client

fn clone(&self) -> Client

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.