Add rustdoc comments to all public items
Document all public structs, enums, traits, functions, fields, and variants across the library. Adds crate-level documentation with a usage example, module-level docs, and API reference links where applicable. Also fixes four bare URL warnings in existing doc comments.
This commit is contained in:
@@ -6,6 +6,26 @@ use tokio_stream::{Stream, StreamExt};
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use tokio_util::codec::LinesCodecError;
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use tokio_util::codec::LinesCodecError;
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use tracing::error;
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use tracing::error;
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/// Async client for the Google Gemini API.
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///
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/// Provides methods for content generation, streaming, token counting, text embeddings,
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/// and image prediction. All requests are authenticated with an API key passed at
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/// construction time.
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///
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/// # Example
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///
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/// ```no_run
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/// use google_genai::prelude::*;
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///
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/// # async fn run() -> google_genai::error::Result<()> {
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/// let client = GeminiClient::new("YOUR_API_KEY".into());
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/// let request = GenerateContentRequest::builder()
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/// .contents(vec![Content::builder().add_text_part("Hi!").build()])
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/// .build();
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/// let response = client.generate_content(&request, "gemini-2.0-flash").await?;
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/// # Ok(())
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/// # }
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/// ```
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#[derive(Clone, Debug)]
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#[derive(Clone, Debug)]
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pub struct GeminiClient {
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pub struct GeminiClient {
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client: reqwest::Client,
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client: reqwest::Client,
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@@ -13,6 +33,7 @@ pub struct GeminiClient {
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}
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}
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impl GeminiClient {
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impl GeminiClient {
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/// Creates a new [`GeminiClient`] with the given API key.
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pub fn new(api_key: String) -> Self {
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pub fn new(api_key: String) -> Self {
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GeminiClient {
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GeminiClient {
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client: reqwest::Client::new(),
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client: reqwest::Client::new(),
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@@ -20,6 +41,10 @@ impl GeminiClient {
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}
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}
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}
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}
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/// Sends a content generation request and returns a stream of response chunks via SSE.
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///
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/// Each item in the stream is a [`GenerateContentResponseResult`] containing one or more
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/// candidates. Useful for displaying incremental output as it is generated.
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pub async fn stream_generate_content(
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pub async fn stream_generate_content(
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&self,
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&self,
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request: &GenerateContentRequest,
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request: &GenerateContentRequest,
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@@ -52,6 +77,9 @@ impl GeminiClient {
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)
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)
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}
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}
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/// Sends a content generation request and returns the complete response.
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///
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/// For streaming responses, use [`stream_generate_content`](Self::stream_generate_content).
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pub async fn generate_content(
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pub async fn generate_content(
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&self,
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&self,
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request: &GenerateContentRequest,
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request: &GenerateContentRequest,
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@@ -94,6 +122,7 @@ impl GeminiClient {
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}
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}
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}
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}
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/// Generates text embeddings for the given input.
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pub async fn text_embeddings(
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pub async fn text_embeddings(
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&self,
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&self,
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request: &TextEmbeddingRequest,
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request: &TextEmbeddingRequest,
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@@ -134,6 +163,7 @@ impl GeminiClient {
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}
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}
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}
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}
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/// Counts the number of tokens in the given content.
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pub async fn count_tokens(
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pub async fn count_tokens(
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&self,
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&self,
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request: &CountTokensRequest,
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request: &CountTokensRequest,
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@@ -174,6 +204,7 @@ impl GeminiClient {
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}
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}
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}
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}
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/// Generates images from a text prompt using an Imagen model.
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pub async fn predict_image(
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pub async fn predict_image(
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&self,
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&self,
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request: &PredictImageRequest,
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request: &PredictImageRequest,
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20
src/error.rs
20
src/error.rs
@@ -1,21 +1,39 @@
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//! Error types for the Google Gemini client.
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use std::fmt::Display;
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use std::fmt::Display;
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use tokio_util::codec::LinesCodecError;
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use tokio_util::codec::LinesCodecError;
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use crate::types;
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use crate::types;
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/// A type alias for `Result<T, error::Error>`.
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pub type Result<T> = std::result::Result<T, Error>;
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pub type Result<T> = std::result::Result<T, Error>;
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/// Errors that can occur when using the Gemini client.
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#[derive(Debug)]
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#[derive(Debug)]
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pub enum Error {
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pub enum Error {
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/// An environment variable required for configuration was missing or invalid.
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Env(std::env::VarError),
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Env(std::env::VarError),
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/// An HTTP transport error from the underlying `reqwest` client.
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HttpClient(reqwest::Error),
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HttpClient(reqwest::Error),
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/// A JSON serialization or deserialization error.
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Serde(serde_json::Error),
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Serde(serde_json::Error),
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/// A structured error returned by the Vertex AI API.
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VertexError(types::VertexApiError),
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VertexError(types::VertexApiError),
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/// A structured error returned by the Gemini API.
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GeminiError(types::GeminiApiError),
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GeminiError(types::GeminiApiError),
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/// The API response contained no candidate completions.
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NoCandidatesError,
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NoCandidatesError,
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/// An error occurred while decoding the SSE event stream.
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EventSourceError(LinesCodecError),
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EventSourceError(LinesCodecError),
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/// The SSE event stream closed unexpectedly.
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EventSourceClosedError,
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EventSourceClosedError,
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GenericApiError { status: u16, body: String },
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/// An API error that could not be parsed into a structured error type.
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GenericApiError {
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/// The HTTP status code.
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status: u16,
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/// The raw response body.
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body: String,
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},
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}
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}
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impl Display for Error {
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impl Display for Error {
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29
src/lib.rs
29
src/lib.rs
@@ -1,8 +1,37 @@
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//! Async Rust client for the Google Gemini API.
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//!
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//! This crate provides a high-level async client for interacting with Google's Gemini
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//! generative AI models. It supports content generation (including streaming via SSE),
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//! token counting, text embeddings, and image generation.
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//!
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//! # Usage
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//!
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//! ```no_run
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//! use google_genai::prelude::*;
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//!
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//! # async fn run() -> google_genai::error::Result<()> {
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//! let client = GeminiClient::new("YOUR_API_KEY".into());
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//!
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//! let request = GenerateContentRequest::builder()
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//! .contents(vec![
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//! Content::builder().add_text_part("Hello, Gemini!").build()
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//! ])
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//! .build();
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//!
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//! let response = client.generate_content(&request, "gemini-2.0-flash").await?;
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//! # Ok(())
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//! # }
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//! ```
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mod client;
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mod client;
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pub mod error;
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pub mod error;
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pub mod network;
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pub mod network;
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mod types;
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mod types;
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/// Convenience re-exports of the most commonly used types.
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///
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/// Importing `use google_genai::prelude::*` brings [`GeminiClient`](crate::prelude::GeminiClient)
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/// and all request/response types into scope.
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pub mod prelude {
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pub mod prelude {
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pub use crate::client::*;
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pub use crate::client::*;
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pub use crate::types::*;
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pub use crate::types::*;
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@@ -1,3 +1,11 @@
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//! Server-Sent Events (SSE) decoder for streaming HTTP responses.
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//!
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//! Implements a [`tokio_util::codec::Decoder`] that parses an SSE byte stream into
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//! [`ServerSentEvent`] values. Used internally by [`GeminiClient::stream_generate_content`]
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//! to process chunked model responses.
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//!
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//! [`GeminiClient::stream_generate_content`]: crate::prelude::GeminiClient::stream_generate_content
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use reqwest::Response;
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use reqwest::Response;
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use std::mem;
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use std::mem;
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use tokio_stream::{Stream, StreamExt};
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use tokio_stream::{Stream, StreamExt};
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@@ -12,7 +20,9 @@ static DATA: &str = "data: ";
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static ID: &str = "id: ";
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static ID: &str = "id: ";
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static RETRY: &str = "retry: ";
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static RETRY: &str = "retry: ";
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/// Extension trait for converting an HTTP response into a stream of [`ServerSentEvent`]s.
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pub trait EventSource {
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pub trait EventSource {
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/// Consumes the response and returns a stream of parsed SSE events.
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fn event_stream(self) -> impl Stream<Item = Result<ServerSentEvent, LinesCodecError>>;
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fn event_stream(self) -> impl Stream<Item = Result<ServerSentEvent, LinesCodecError>>;
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}
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}
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@@ -22,14 +32,25 @@ impl EventSource for Response {
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}
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}
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}
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}
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/// A parsed Server-Sent Event.
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///
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/// Fields correspond to the standard SSE fields: `event`, `data`, `id`, and `retry`.
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/// Multiple `data:` lines within a single event are concatenated with newline separators.
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#[derive(Debug, Default, Clone)]
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#[derive(Debug, Default, Clone)]
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pub struct ServerSentEvent {
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pub struct ServerSentEvent {
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/// The event type (from the `event:` field).
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pub event: Option<String>,
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pub event: Option<String>,
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/// The event payload (from one or more `data:` fields, joined by `\n`).
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pub data: Option<String>,
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pub data: Option<String>,
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/// The event ID (from the `id:` field).
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pub id: Option<String>,
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pub id: Option<String>,
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/// The reconnection time in milliseconds (from the `retry:` field).
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pub retry: Option<usize>,
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pub retry: Option<usize>,
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}
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}
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/// A [`Decoder`] that parses a byte stream of SSE-formatted data into [`ServerSentEvent`]s.
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///
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/// Wraps a [`LinesCodec`] and accumulates fields until an empty line signals the end of an event.
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pub struct ServerSentEventsCodec {
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pub struct ServerSentEventsCodec {
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lines_code: LinesCodec,
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lines_code: LinesCodec,
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next: ServerSentEvent,
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next: ServerSentEvent,
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@@ -42,6 +63,7 @@ impl Default for ServerSentEventsCodec {
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}
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}
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impl ServerSentEventsCodec {
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impl ServerSentEventsCodec {
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/// Creates a new SSE codec.
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pub fn new() -> Self {
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pub fn new() -> Self {
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Self {
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Self {
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lines_code: LinesCodec::new(),
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lines_code: LinesCodec::new(),
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@@ -95,6 +117,9 @@ impl Decoder for ServerSentEventsCodec {
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}
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}
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}
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}
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/// Converts a [`Response`] into a stream of [`ServerSentEvent`]s.
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///
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/// The response body is read as a byte stream and decoded using [`ServerSentEventsCodec`].
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pub fn stream_response(
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pub fn stream_response(
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response: Response,
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response: Response,
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) -> impl Stream<Item = Result<ServerSentEvent, LinesCodecError>> {
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) -> impl Stream<Item = Result<ServerSentEvent, LinesCodecError>> {
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@@ -1 +1,3 @@
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//! Networking utilities for streaming HTTP responses.
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pub mod event_source;
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pub mod event_source;
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@@ -5,13 +5,21 @@ use serde_json::Value;
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use crate::types::FunctionResponse;
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use crate::types::FunctionResponse;
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/// A conversation message containing one or more [`Part`]s.
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///
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/// See <https://ai.google.dev/api/caching#Content>.
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#[derive(Clone, Default, Debug, Serialize, Deserialize)]
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#[derive(Clone, Default, Debug, Serialize, Deserialize)]
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pub struct Content {
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pub struct Content {
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/// The role of the message author (`user` or `model`).
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pub role: Option<Role>,
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pub role: Option<Role>,
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/// The ordered parts that make up this message.
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pub parts: Option<Vec<Part>>,
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pub parts: Option<Vec<Part>>,
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}
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}
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impl Content {
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impl Content {
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/// Concatenates all [`PartData::Text`] parts into a single string.
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///
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/// Returns `None` if there are no parts.
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pub fn get_text(&self) -> Option<String> {
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pub fn get_text(&self) -> Option<String> {
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self.parts.as_ref().map(|parts| {
|
self.parts.as_ref().map(|parts| {
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parts
|
parts
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@@ -24,25 +32,30 @@ impl Content {
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})
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})
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}
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}
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/// Creates a [`Content`] containing a single text part, suitable for use as a system instruction.
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pub fn system_prompt<S: Into<String>>(system_prompt: S) -> Self {
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pub fn system_prompt<S: Into<String>>(system_prompt: S) -> Self {
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Self::builder().add_text_part(system_prompt).build()
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Self::builder().add_text_part(system_prompt).build()
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}
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}
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/// Returns a new [`ContentBuilder`].
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pub fn builder() -> ContentBuilder {
|
pub fn builder() -> ContentBuilder {
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ContentBuilder::default()
|
ContentBuilder::default()
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}
|
}
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}
|
}
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|
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/// Builder for constructing [`Content`] values incrementally.
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#[derive(Clone, Debug, Default)]
|
#[derive(Clone, Debug, Default)]
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pub struct ContentBuilder {
|
pub struct ContentBuilder {
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content: Content,
|
content: Content,
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}
|
}
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|
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impl ContentBuilder {
|
impl ContentBuilder {
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/// Appends a text part to this content.
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pub fn add_text_part<T: Into<String>>(self, text: T) -> Self {
|
pub fn add_text_part<T: Into<String>>(self, text: T) -> Self {
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self.add_part(Part::from_text(text.into()))
|
self.add_part(Part::from_text(text.into()))
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}
|
}
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|
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|
/// Appends an arbitrary [`Part`] to this content.
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pub fn add_part(mut self, part: Part) -> Self {
|
pub fn add_part(mut self, part: Part) -> Self {
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match &mut self.content.parts {
|
match &mut self.content.parts {
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Some(parts) => parts.push(part),
|
Some(parts) => parts.push(part),
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@@ -51,16 +64,19 @@ impl ContentBuilder {
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|||||||
self
|
self
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||||||
}
|
}
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|
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|
/// Sets the [`Role`] for this content.
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pub fn role(mut self, role: Role) -> Self {
|
pub fn role(mut self, role: Role) -> Self {
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self.content.role = Some(role);
|
self.content.role = Some(role);
|
||||||
self
|
self
|
||||||
}
|
}
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||||||
|
|
||||||
|
/// Consumes the builder and returns the constructed [`Content`].
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pub fn build(self) -> Content {
|
pub fn build(self) -> Content {
|
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self.content
|
self.content
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// The role of a message author in a conversation.
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#[derive(Clone, Copy, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Copy, Debug, Serialize, Deserialize)]
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||||||
#[serde(rename_all = "lowercase")]
|
#[serde(rename_all = "lowercase")]
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||||||
pub enum Role {
|
pub enum Role {
|
||||||
@@ -90,7 +106,9 @@ impl FromStr for Role {
|
|||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
/// See https://ai.google.dev/api/caching#Part
|
/// A single unit of content within a [`Content`] message.
|
||||||
|
///
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||||||
|
/// See <https://ai.google.dev/api/caching#Part>.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
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||||||
pub struct Part {
|
pub struct Part {
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||||||
@@ -108,29 +126,42 @@ pub struct Part {
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|||||||
pub data: PartData, // Create enum for data.
|
pub data: PartData, // Create enum for data.
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// The payload of a [`Part`], representing different content types.
|
||||||
|
///
|
||||||
|
/// See <https://ai.google.dev/api/caching#Part>.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
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||||||
pub enum PartData {
|
pub enum PartData {
|
||||||
|
/// Plain text content.
|
||||||
Text(String),
|
Text(String),
|
||||||
// https://ai.google.dev/api/caching#Blob
|
/// Binary data encoded inline. See <https://ai.google.dev/api/caching#Blob>.
|
||||||
InlineData {
|
InlineData {
|
||||||
|
/// The IANA MIME type of the data (e.g. `"image/png"`).
|
||||||
mime_type: String,
|
mime_type: String,
|
||||||
|
/// Base64-encoded binary data.
|
||||||
data: String,
|
data: String,
|
||||||
},
|
},
|
||||||
// https://ai.google.dev/api/caching#FunctionCall
|
/// A function call requested by the model. See <https://ai.google.dev/api/caching#FunctionCall>.
|
||||||
FunctionCall {
|
FunctionCall {
|
||||||
|
/// Optional unique identifier for the function call.
|
||||||
id: Option<String>,
|
id: Option<String>,
|
||||||
|
/// The name of the function to call.
|
||||||
name: String,
|
name: String,
|
||||||
|
/// The arguments to pass, as a JSON object.
|
||||||
args: Option<Value>,
|
args: Option<Value>,
|
||||||
},
|
},
|
||||||
// https://ai.google.dev/api/caching#FunctionResponse
|
/// A response to a function call. See <https://ai.google.dev/api/caching#FunctionResponse>.
|
||||||
FunctionResponse(FunctionResponse),
|
FunctionResponse(FunctionResponse),
|
||||||
|
/// A reference to a file stored in the API.
|
||||||
FileData(Value),
|
FileData(Value),
|
||||||
|
/// Code to be executed by the model.
|
||||||
ExecutableCode(Value),
|
ExecutableCode(Value),
|
||||||
|
/// The result of executing code.
|
||||||
CodeExecutionResult(Value),
|
CodeExecutionResult(Value),
|
||||||
}
|
}
|
||||||
|
|
||||||
impl Part {
|
impl Part {
|
||||||
|
/// Creates a [`Part`] containing only text.
|
||||||
pub fn from_text<S: Into<String>>(text: S) -> Self {
|
pub fn from_text<S: Into<String>>(text: S) -> Self {
|
||||||
Self {
|
Self {
|
||||||
thought: None,
|
thought: None,
|
||||||
|
|||||||
@@ -4,23 +4,32 @@ use crate::error::{Error, Result};
|
|||||||
|
|
||||||
use super::Content;
|
use super::Content;
|
||||||
|
|
||||||
|
/// Request body for the `countTokens` endpoint.
|
||||||
|
///
|
||||||
|
/// Use [`CountTokensRequest::builder`] for ergonomic construction.
|
||||||
|
///
|
||||||
|
/// See <https://ai.google.dev/api/tokens#method:-models.counttokens>.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
pub struct CountTokensRequest {
|
pub struct CountTokensRequest {
|
||||||
|
/// The content to count tokens for.
|
||||||
pub contents: Content,
|
pub contents: Content,
|
||||||
}
|
}
|
||||||
|
|
||||||
impl CountTokensRequest {
|
impl CountTokensRequest {
|
||||||
|
/// Returns a new [`CountTokensRequestBuilder`].
|
||||||
pub fn builder() -> CountTokensRequestBuilder {
|
pub fn builder() -> CountTokensRequestBuilder {
|
||||||
CountTokensRequestBuilder::default()
|
CountTokensRequestBuilder::default()
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Builder for [`CountTokensRequest`].
|
||||||
#[derive(Debug, Default)]
|
#[derive(Debug, Default)]
|
||||||
pub struct CountTokensRequestBuilder {
|
pub struct CountTokensRequestBuilder {
|
||||||
contents: Content,
|
contents: Content,
|
||||||
}
|
}
|
||||||
|
|
||||||
impl CountTokensRequestBuilder {
|
impl CountTokensRequestBuilder {
|
||||||
|
/// Creates a builder pre-populated with a single text prompt.
|
||||||
pub fn from_prompt(prompt: &str) -> Self {
|
pub fn from_prompt(prompt: &str) -> Self {
|
||||||
CountTokensRequestBuilder {
|
CountTokensRequestBuilder {
|
||||||
contents: Content {
|
contents: Content {
|
||||||
@@ -30,6 +39,7 @@ impl CountTokensRequestBuilder {
|
|||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Consumes the builder and returns the constructed [`CountTokensRequest`].
|
||||||
pub fn build(self) -> CountTokensRequest {
|
pub fn build(self) -> CountTokensRequest {
|
||||||
CountTokensRequest {
|
CountTokensRequest {
|
||||||
contents: self.contents,
|
contents: self.contents,
|
||||||
@@ -37,6 +47,9 @@ impl CountTokensRequestBuilder {
|
|||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// The raw response from the `countTokens` endpoint, which may be a success or an error.
|
||||||
|
///
|
||||||
|
/// Use [`into_result`](CountTokensResponse::into_result) to convert into a standard `Result`.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(untagged)]
|
#[serde(untagged)]
|
||||||
pub enum CountTokensResponse {
|
pub enum CountTokensResponse {
|
||||||
@@ -45,6 +58,7 @@ pub enum CountTokensResponse {
|
|||||||
}
|
}
|
||||||
|
|
||||||
impl CountTokensResponse {
|
impl CountTokensResponse {
|
||||||
|
/// Converts this response into a `Result`, mapping the error variant to [`crate::error::Error`].
|
||||||
pub fn into_result(self) -> Result<CountTokensResponseResult> {
|
pub fn into_result(self) -> Result<CountTokensResponseResult> {
|
||||||
match self {
|
match self {
|
||||||
CountTokensResponse::Ok(result) => Ok(result),
|
CountTokensResponse::Ok(result) => Ok(result),
|
||||||
@@ -53,9 +67,12 @@ impl CountTokensResponse {
|
|||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// A successful response from the `countTokens` endpoint.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
|
||||||
pub struct CountTokensResponseResult {
|
pub struct CountTokensResponseResult {
|
||||||
|
/// The total number of tokens in the input.
|
||||||
pub total_tokens: i32,
|
pub total_tokens: i32,
|
||||||
|
/// The total number of billable characters in the input.
|
||||||
pub total_billable_characters: u32,
|
pub total_billable_characters: u32,
|
||||||
}
|
}
|
||||||
|
|||||||
@@ -2,11 +2,16 @@ use std::fmt::Formatter;
|
|||||||
|
|
||||||
use serde::{Deserialize, Serialize};
|
use serde::{Deserialize, Serialize};
|
||||||
|
|
||||||
|
/// A structured error returned by the Vertex AI / Gemini API.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
pub struct VertexApiError {
|
pub struct VertexApiError {
|
||||||
|
/// The HTTP status code.
|
||||||
pub code: i32,
|
pub code: i32,
|
||||||
|
/// A human-readable error message.
|
||||||
pub message: String,
|
pub message: String,
|
||||||
|
/// The gRPC status string (e.g. `"INVALID_ARGUMENT"`).
|
||||||
pub status: String,
|
pub status: String,
|
||||||
|
/// Optional additional error details.
|
||||||
pub details: Option<Vec<serde_json::Value>>,
|
pub details: Option<Vec<serde_json::Value>>,
|
||||||
}
|
}
|
||||||
|
|
||||||
@@ -19,8 +24,12 @@ impl core::fmt::Display for VertexApiError {
|
|||||||
|
|
||||||
impl std::error::Error for VertexApiError {}
|
impl std::error::Error for VertexApiError {}
|
||||||
|
|
||||||
|
/// A wrapper around [`VertexApiError`] matching the Gemini API error response format.
|
||||||
|
///
|
||||||
|
/// The Gemini API nests the error details inside an `error` field.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
pub struct GeminiApiError {
|
pub struct GeminiApiError {
|
||||||
|
/// The inner error details.
|
||||||
pub error: VertexApiError,
|
pub error: VertexApiError,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
|||||||
@@ -4,6 +4,11 @@ use serde_json::Value;
|
|||||||
use super::{Content, VertexApiError};
|
use super::{Content, VertexApiError};
|
||||||
use crate::error::Result;
|
use crate::error::Result;
|
||||||
|
|
||||||
|
/// Request body for the `generateContent` and `streamGenerateContent` endpoints.
|
||||||
|
///
|
||||||
|
/// Use [`GenerateContentRequest::builder`] for ergonomic construction.
|
||||||
|
///
|
||||||
|
/// See <https://ai.google.dev/api/generate-content#request-body>.
|
||||||
#[derive(Clone, Debug, Default, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Default, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
|
||||||
pub struct GenerateContentRequest {
|
pub struct GenerateContentRequest {
|
||||||
@@ -19,11 +24,13 @@ pub struct GenerateContentRequest {
|
|||||||
}
|
}
|
||||||
|
|
||||||
impl GenerateContentRequest {
|
impl GenerateContentRequest {
|
||||||
|
/// Returns a new [`GenerateContentRequestBuilder`].
|
||||||
pub fn builder() -> GenerateContentRequestBuilder {
|
pub fn builder() -> GenerateContentRequestBuilder {
|
||||||
GenerateContentRequestBuilder::new()
|
GenerateContentRequestBuilder::new()
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Builder for [`GenerateContentRequest`].
|
||||||
#[derive(Debug)]
|
#[derive(Debug)]
|
||||||
pub struct GenerateContentRequestBuilder {
|
pub struct GenerateContentRequestBuilder {
|
||||||
request: GenerateContentRequest,
|
request: GenerateContentRequest,
|
||||||
@@ -36,36 +43,45 @@ impl GenerateContentRequestBuilder {
|
|||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Sets the conversation contents.
|
||||||
pub fn contents(mut self, contents: Vec<Content>) -> Self {
|
pub fn contents(mut self, contents: Vec<Content>) -> Self {
|
||||||
self.request.contents = contents;
|
self.request.contents = contents;
|
||||||
self
|
self
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Sets the generation configuration.
|
||||||
pub fn generation_config(mut self, generation_config: GenerationConfig) -> Self {
|
pub fn generation_config(mut self, generation_config: GenerationConfig) -> Self {
|
||||||
self.request.generation_config = Some(generation_config);
|
self.request.generation_config = Some(generation_config);
|
||||||
self
|
self
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Sets the tools available to the model (e.g. function calling, Google Search).
|
||||||
pub fn tools(mut self, tools: Vec<Tools>) -> Self {
|
pub fn tools(mut self, tools: Vec<Tools>) -> Self {
|
||||||
self.request.tools = Some(tools);
|
self.request.tools = Some(tools);
|
||||||
self
|
self
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Sets the safety filter settings.
|
||||||
pub fn safety_settings(mut self, safety_settings: Vec<SafetySetting>) -> Self {
|
pub fn safety_settings(mut self, safety_settings: Vec<SafetySetting>) -> Self {
|
||||||
self.request.safety_settings = Some(safety_settings);
|
self.request.safety_settings = Some(safety_settings);
|
||||||
self
|
self
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Sets a system instruction to guide the model's behavior.
|
||||||
pub fn system_instruction(mut self, system_instruction: Content) -> Self {
|
pub fn system_instruction(mut self, system_instruction: Content) -> Self {
|
||||||
self.request.system_instruction = Some(system_instruction);
|
self.request.system_instruction = Some(system_instruction);
|
||||||
self
|
self
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Consumes the builder and returns the constructed [`GenerateContentRequest`].
|
||||||
pub fn build(self) -> GenerateContentRequest {
|
pub fn build(self) -> GenerateContentRequest {
|
||||||
self.request
|
self.request
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// A set of tool declarations the model may use during generation.
|
||||||
|
///
|
||||||
|
/// See <https://ai.google.dev/api/caching#Tool>.
|
||||||
#[derive(Clone, Debug, Default, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Default, Serialize, Deserialize)]
|
||||||
pub struct Tools {
|
pub struct Tools {
|
||||||
#[serde(skip_serializing_if = "Option::is_none")]
|
#[serde(skip_serializing_if = "Option::is_none")]
|
||||||
@@ -79,13 +95,17 @@ pub struct Tools {
|
|||||||
pub google_search: Option<GoogleSearch>,
|
pub google_search: Option<GoogleSearch>,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Enables the Google Search grounding tool (no configuration required).
|
||||||
#[derive(Clone, Debug, Default, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Default, Serialize, Deserialize)]
|
||||||
pub struct GoogleSearch {}
|
pub struct GoogleSearch {}
|
||||||
|
|
||||||
|
/// Configuration for dynamic retrieval in Google Search grounding.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
|
||||||
pub struct DynamicRetrievalConfig {
|
pub struct DynamicRetrievalConfig {
|
||||||
|
/// The retrieval mode (e.g. `"MODE_DYNAMIC"`).
|
||||||
pub mode: String,
|
pub mode: String,
|
||||||
|
/// The threshold for triggering retrieval. Defaults to `0.7`.
|
||||||
#[serde(skip_serializing_if = "Option::is_none")]
|
#[serde(skip_serializing_if = "Option::is_none")]
|
||||||
pub dynamic_threshold: Option<f32>,
|
pub dynamic_threshold: Option<f32>,
|
||||||
}
|
}
|
||||||
@@ -99,12 +119,19 @@ impl Default for DynamicRetrievalConfig {
|
|||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Google Search retrieval tool with dynamic retrieval configuration.
|
||||||
#[derive(Clone, Debug, Default, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Default, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
|
||||||
pub struct GoogleSearchRetrieval {
|
pub struct GoogleSearchRetrieval {
|
||||||
|
/// Configuration controlling when retrieval is triggered.
|
||||||
pub dynamic_retrieval_config: DynamicRetrievalConfig,
|
pub dynamic_retrieval_config: DynamicRetrievalConfig,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Parameters that control how the model generates content.
|
||||||
|
///
|
||||||
|
/// Use [`GenerationConfig::builder`] for ergonomic construction.
|
||||||
|
///
|
||||||
|
/// See <https://ai.google.dev/api/generate-content#generationconfig>.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize, Default)]
|
#[derive(Clone, Debug, Serialize, Deserialize, Default)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
|
||||||
pub struct GenerationConfig {
|
pub struct GenerationConfig {
|
||||||
@@ -129,11 +156,13 @@ pub struct GenerationConfig {
|
|||||||
}
|
}
|
||||||
|
|
||||||
impl GenerationConfig {
|
impl GenerationConfig {
|
||||||
|
/// Returns a new [`GenerationConfigBuilder`].
|
||||||
pub fn builder() -> GenerationConfigBuilder {
|
pub fn builder() -> GenerationConfigBuilder {
|
||||||
GenerationConfigBuilder::new()
|
GenerationConfigBuilder::new()
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Builder for [`GenerationConfig`].
|
||||||
#[derive(Debug)]
|
#[derive(Debug)]
|
||||||
pub struct GenerationConfigBuilder {
|
pub struct GenerationConfigBuilder {
|
||||||
generation_config: GenerationConfig,
|
generation_config: GenerationConfig,
|
||||||
@@ -191,11 +220,13 @@ impl GenerationConfigBuilder {
|
|||||||
self
|
self
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Consumes the builder and returns the constructed [`GenerationConfig`].
|
||||||
pub fn build(self) -> GenerationConfig {
|
pub fn build(self) -> GenerationConfig {
|
||||||
self.generation_config
|
self.generation_config
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Configuration for the model's "thinking" (chain-of-thought) behavior.
|
||||||
#[derive(Clone, Debug, Default, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Default, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
|
||||||
pub struct ThinkingConfig {
|
pub struct ThinkingConfig {
|
||||||
@@ -206,6 +237,7 @@ pub struct ThinkingConfig {
|
|||||||
pub thinking_level: Option<ThinkingLevel>,
|
pub thinking_level: Option<ThinkingLevel>,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// The level of thinking effort the model should use.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "SCREAMING_SNAKE_CASE")]
|
#[serde(rename_all = "SCREAMING_SNAKE_CASE")]
|
||||||
pub enum ThinkingLevel {
|
pub enum ThinkingLevel {
|
||||||
@@ -214,6 +246,9 @@ pub enum ThinkingLevel {
|
|||||||
High,
|
High,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// A safety filter configuration that controls blocking thresholds for harmful content.
|
||||||
|
///
|
||||||
|
/// See <https://ai.google.dev/api/generate-content#safetysetting>.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
|
||||||
pub struct SafetySetting {
|
pub struct SafetySetting {
|
||||||
@@ -223,6 +258,9 @@ pub struct SafetySetting {
|
|||||||
pub method: Option<HarmBlockMethod>,
|
pub method: Option<HarmBlockMethod>,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Categories of potentially harmful content.
|
||||||
|
///
|
||||||
|
/// See <https://ai.google.dev/api/generate-content#harmcategory>.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
pub enum HarmCategory {
|
pub enum HarmCategory {
|
||||||
#[serde(rename = "HARM_CATEGORY_UNSPECIFIED")]
|
#[serde(rename = "HARM_CATEGORY_UNSPECIFIED")]
|
||||||
@@ -237,6 +275,7 @@ pub enum HarmCategory {
|
|||||||
SexuallyExplicit,
|
SexuallyExplicit,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// The threshold at which harmful content is blocked.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
pub enum HarmBlockThreshold {
|
pub enum HarmBlockThreshold {
|
||||||
#[serde(rename = "HARM_BLOCK_THRESHOLD_UNSPECIFIED")]
|
#[serde(rename = "HARM_BLOCK_THRESHOLD_UNSPECIFIED")]
|
||||||
@@ -251,6 +290,7 @@ pub enum HarmBlockThreshold {
|
|||||||
BlockNone,
|
BlockNone,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// The method used to evaluate harm (severity-based or probability-based).
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
pub enum HarmBlockMethod {
|
pub enum HarmBlockMethod {
|
||||||
#[serde(rename = "HARM_BLOCK_METHOD_UNSPECIFIED")]
|
#[serde(rename = "HARM_BLOCK_METHOD_UNSPECIFIED")]
|
||||||
@@ -261,6 +301,9 @@ pub enum HarmBlockMethod {
|
|||||||
Probability, // PROBABILITY
|
Probability, // PROBABILITY
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// A single candidate response generated by the model.
|
||||||
|
///
|
||||||
|
/// See <https://ai.google.dev/api/generate-content#candidate>.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
|
||||||
pub struct Candidate {
|
pub struct Candidate {
|
||||||
@@ -276,6 +319,7 @@ pub struct Candidate {
|
|||||||
}
|
}
|
||||||
|
|
||||||
impl Candidate {
|
impl Candidate {
|
||||||
|
/// Returns the concatenated text from this candidate's content, if any.
|
||||||
pub fn get_text(&self) -> Option<String> {
|
pub fn get_text(&self) -> Option<String> {
|
||||||
match &self.content {
|
match &self.content {
|
||||||
Some(content) => content.get_text(),
|
Some(content) => content.get_text(),
|
||||||
@@ -284,6 +328,7 @@ impl Candidate {
|
|||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// A citation to a source used by the model in its response.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
|
||||||
pub struct Citation {
|
pub struct Citation {
|
||||||
@@ -292,12 +337,14 @@ pub struct Citation {
|
|||||||
pub uri: Option<String>,
|
pub uri: Option<String>,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Metadata containing citations for a candidate's content.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
pub struct CitationMetadata {
|
pub struct CitationMetadata {
|
||||||
#[serde(alias = "citationSources")]
|
#[serde(alias = "citationSources")]
|
||||||
pub citations: Vec<Citation>,
|
pub citations: Vec<Citation>,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// A safety rating for a piece of content across a specific harm category.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
|
||||||
pub struct SafetyRating {
|
pub struct SafetyRating {
|
||||||
@@ -308,6 +355,7 @@ pub struct SafetyRating {
|
|||||||
pub severity_score: Option<f32>,
|
pub severity_score: Option<f32>,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Token usage statistics for a generate content request/response.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
|
||||||
pub struct UsageMetadata {
|
pub struct UsageMetadata {
|
||||||
@@ -316,6 +364,9 @@ pub struct UsageMetadata {
|
|||||||
pub total_token_count: Option<u32>,
|
pub total_token_count: Option<u32>,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// A declaration of a function the model may call.
|
||||||
|
///
|
||||||
|
/// See <https://ai.google.dev/api/caching#FunctionDeclaration>.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
|
||||||
pub struct FunctionDeclaration {
|
pub struct FunctionDeclaration {
|
||||||
@@ -332,7 +383,7 @@ pub struct FunctionDeclaration {
|
|||||||
pub response_json_schema: Option<Value>,
|
pub response_json_schema: Option<Value>,
|
||||||
}
|
}
|
||||||
|
|
||||||
/// See https://ai.google.dev/api/caching#FunctionResponse
|
/// See <https://ai.google.dev/api/caching#FunctionResponse>.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
|
||||||
pub struct FunctionResponse {
|
pub struct FunctionResponse {
|
||||||
@@ -345,14 +396,14 @@ pub struct FunctionResponse {
|
|||||||
pub scheduling: Option<Scheduling>,
|
pub scheduling: Option<Scheduling>,
|
||||||
}
|
}
|
||||||
|
|
||||||
/// See https://ai.google.dev/api/caching#FunctionResponsePart
|
/// See <https://ai.google.dev/api/caching#FunctionResponsePart>.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
|
||||||
pub enum FunctionResponsePart {
|
pub enum FunctionResponsePart {
|
||||||
InlineData(FunctionResponseBlob),
|
InlineData(FunctionResponseBlob),
|
||||||
}
|
}
|
||||||
|
|
||||||
/// See https://ai.google.dev/api/caching#FunctionResponseBlob
|
/// See <https://ai.google.dev/api/caching#FunctionResponseBlob>.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
|
||||||
pub struct FunctionResponseBlob {
|
pub struct FunctionResponseBlob {
|
||||||
@@ -360,7 +411,7 @@ pub struct FunctionResponseBlob {
|
|||||||
pub data: String,
|
pub data: String,
|
||||||
}
|
}
|
||||||
|
|
||||||
/// See https://ai.google.dev/api/caching#Scheduling
|
/// See <https://ai.google.dev/api/caching#Scheduling>.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "SCREAMING_SNAKE_CASE")]
|
#[serde(rename_all = "SCREAMING_SNAKE_CASE")]
|
||||||
pub enum Scheduling {
|
pub enum Scheduling {
|
||||||
@@ -370,6 +421,7 @@ pub enum Scheduling {
|
|||||||
Interrupt,
|
Interrupt,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// A single property within a function's parameter schema.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
|
||||||
pub struct FunctionParametersProperty {
|
pub struct FunctionParametersProperty {
|
||||||
@@ -377,6 +429,10 @@ pub struct FunctionParametersProperty {
|
|||||||
pub description: String,
|
pub description: String,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// The raw response from the `generateContent` endpoint, which may be a success or an error.
|
||||||
|
///
|
||||||
|
/// Use [`into_result`](GenerateContentResponse::into_result) to convert into a standard
|
||||||
|
/// `Result<GenerateContentResponseResult>`.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(untagged)]
|
#[serde(untagged)]
|
||||||
pub enum GenerateContentResponse {
|
pub enum GenerateContentResponse {
|
||||||
@@ -393,6 +449,7 @@ impl From<GenerateContentResponse> for Result<GenerateContentResponseResult> {
|
|||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// A successful response from the `generateContent` endpoint.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
|
||||||
pub struct GenerateContentResponseResult {
|
pub struct GenerateContentResponseResult {
|
||||||
@@ -400,12 +457,14 @@ pub struct GenerateContentResponseResult {
|
|||||||
pub usage_metadata: Option<UsageMetadata>,
|
pub usage_metadata: Option<UsageMetadata>,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// An error response from the `generateContent` endpoint.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
pub struct GenerateContentResponseError {
|
pub struct GenerateContentResponseError {
|
||||||
pub error: VertexApiError,
|
pub error: VertexApiError,
|
||||||
}
|
}
|
||||||
|
|
||||||
impl GenerateContentResponse {
|
impl GenerateContentResponse {
|
||||||
|
/// Converts this response into a `Result`, mapping the error variant to [`crate::error::Error`].
|
||||||
pub fn into_result(self) -> Result<GenerateContentResponseResult> {
|
pub fn into_result(self) -> Result<GenerateContentResponseResult> {
|
||||||
match self {
|
match self {
|
||||||
GenerateContentResponse::Ok(result) => Ok(result),
|
GenerateContentResponse::Ok(result) => Ok(result),
|
||||||
|
|||||||
@@ -1,3 +1,5 @@
|
|||||||
|
//! Request and response types for the Gemini API.
|
||||||
|
|
||||||
mod common;
|
mod common;
|
||||||
mod count_tokens;
|
mod count_tokens;
|
||||||
mod error;
|
mod error;
|
||||||
|
|||||||
@@ -2,12 +2,14 @@ use serde::{Deserialize, Serialize};
|
|||||||
use serde_with::base64::Base64;
|
use serde_with::base64::Base64;
|
||||||
use serde_with::serde_as;
|
use serde_with::serde_as;
|
||||||
|
|
||||||
|
/// Request body for the Imagen image generation `predict` endpoint.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
pub struct PredictImageRequest {
|
pub struct PredictImageRequest {
|
||||||
pub instances: Vec<PredictImageRequestPrompt>,
|
pub instances: Vec<PredictImageRequestPrompt>,
|
||||||
pub parameters: PredictImageRequestParameters,
|
pub parameters: PredictImageRequestParameters,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// A text prompt instance for image generation.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
pub struct PredictImageRequestPrompt {
|
pub struct PredictImageRequestPrompt {
|
||||||
/// The text prompt for the image.
|
/// The text prompt for the image.
|
||||||
@@ -20,6 +22,7 @@ pub struct PredictImageRequestPrompt {
|
|||||||
pub prompt: String,
|
pub prompt: String,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Parameters controlling image generation behavior.
|
||||||
#[derive(Clone, Debug, Default, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Default, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
|
||||||
pub struct PredictImageRequestParameters {
|
pub struct PredictImageRequestParameters {
|
||||||
@@ -139,6 +142,7 @@ pub struct PredictImageRequestParameters {
|
|||||||
pub storage_uri: Option<String>,
|
pub storage_uri: Option<String>,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Output format options for generated images.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
|
||||||
pub struct PredictImageRequestParametersOutputOptions {
|
pub struct PredictImageRequestParametersOutputOptions {
|
||||||
@@ -155,11 +159,13 @@ pub struct PredictImageRequestParametersOutputOptions {
|
|||||||
pub compression_quality: Option<i32>,
|
pub compression_quality: Option<i32>,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// A successful response from the Imagen `predict` endpoint.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
pub struct PredictImageResponse {
|
pub struct PredictImageResponse {
|
||||||
pub predictions: Vec<PredictImageResponsePrediction>,
|
pub predictions: Vec<PredictImageResponsePrediction>,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// A single generated image from the prediction response.
|
||||||
#[serde_as]
|
#[serde_as]
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "camelCase")]
|
#[serde(rename_all = "camelCase")]
|
||||||
@@ -169,6 +175,7 @@ pub struct PredictImageResponsePrediction {
|
|||||||
pub mime_type: String,
|
pub mime_type: String,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Controls whether generated images may include people.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "snake_case")]
|
#[serde(rename_all = "snake_case")]
|
||||||
pub enum PersonGeneration {
|
pub enum PersonGeneration {
|
||||||
@@ -177,6 +184,7 @@ pub enum PersonGeneration {
|
|||||||
AllowAll,
|
AllowAll,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Safety filter level for image generation.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(rename_all = "snake_case")]
|
#[serde(rename_all = "snake_case")]
|
||||||
pub enum PredictImageSafetySetting {
|
pub enum PredictImageSafetySetting {
|
||||||
|
|||||||
@@ -3,18 +3,27 @@ use serde::{Deserialize, Serialize};
|
|||||||
use crate::error::{Error, Result};
|
use crate::error::{Error, Result};
|
||||||
use crate::prelude::VertexApiError;
|
use crate::prelude::VertexApiError;
|
||||||
|
|
||||||
|
/// Request body for the text embeddings `predict` endpoint.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
pub struct TextEmbeddingRequest {
|
pub struct TextEmbeddingRequest {
|
||||||
|
/// The list of text instances to embed.
|
||||||
pub instances: Vec<TextEmbeddingRequestInstance>,
|
pub instances: Vec<TextEmbeddingRequestInstance>,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// A single text instance to embed.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
pub struct TextEmbeddingRequestInstance {
|
pub struct TextEmbeddingRequestInstance {
|
||||||
|
/// The text content to generate an embedding for.
|
||||||
pub content: String,
|
pub content: String,
|
||||||
|
/// The task type for the embedding (e.g. `"RETRIEVAL_DOCUMENT"`, `"RETRIEVAL_QUERY"`).
|
||||||
pub task_type: String,
|
pub task_type: String,
|
||||||
|
/// An optional title for the content (used with retrieval task types).
|
||||||
pub title: Option<String>,
|
pub title: Option<String>,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// The raw response from the text embeddings endpoint, which may be a success or an error.
|
||||||
|
///
|
||||||
|
/// Use [`into_result`](TextEmbeddingResponse::into_result) to convert into a standard `Result`.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
#[serde(untagged)]
|
#[serde(untagged)]
|
||||||
pub enum TextEmbeddingResponse {
|
pub enum TextEmbeddingResponse {
|
||||||
@@ -23,13 +32,16 @@ pub enum TextEmbeddingResponse {
|
|||||||
}
|
}
|
||||||
|
|
||||||
impl TextEmbeddingResponse {
|
impl TextEmbeddingResponse {
|
||||||
|
/// Converts this response into a `Result`, mapping the error variant to [`crate::error::Error`].
|
||||||
pub fn into_result(self) -> Result<TextEmbeddingResponseOk> {
|
pub fn into_result(self) -> Result<TextEmbeddingResponseOk> {
|
||||||
self.into()
|
self.into()
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// A successful response from the text embeddings endpoint.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
pub struct TextEmbeddingResponseOk {
|
pub struct TextEmbeddingResponseOk {
|
||||||
|
/// The embedding predictions, one per input instance.
|
||||||
pub predictions: Vec<TextEmbeddingPrediction>,
|
pub predictions: Vec<TextEmbeddingPrediction>,
|
||||||
}
|
}
|
||||||
|
|
||||||
@@ -42,19 +54,27 @@ impl From<TextEmbeddingResponse> for Result<TextEmbeddingResponseOk> {
|
|||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// A single embedding prediction.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
pub struct TextEmbeddingPrediction {
|
pub struct TextEmbeddingPrediction {
|
||||||
|
/// The embedding result containing the vector and statistics.
|
||||||
pub embeddings: TextEmbeddingResult,
|
pub embeddings: TextEmbeddingResult,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// The embedding vector and associated statistics.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
pub struct TextEmbeddingResult {
|
pub struct TextEmbeddingResult {
|
||||||
|
/// Statistics about the embedding computation.
|
||||||
pub statistics: TextEmbeddingStatistics,
|
pub statistics: TextEmbeddingStatistics,
|
||||||
|
/// The embedding vector.
|
||||||
pub values: Vec<f64>,
|
pub values: Vec<f64>,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/// Statistics about a text embedding computation.
|
||||||
#[derive(Clone, Debug, Serialize, Deserialize)]
|
#[derive(Clone, Debug, Serialize, Deserialize)]
|
||||||
pub struct TextEmbeddingStatistics {
|
pub struct TextEmbeddingStatistics {
|
||||||
|
/// Whether the input was truncated to fit the model's context window.
|
||||||
pub truncated: bool,
|
pub truncated: bool,
|
||||||
|
/// The number of tokens in the input.
|
||||||
pub token_count: u32,
|
pub token_count: u32,
|
||||||
}
|
}
|
||||||
|
|||||||
Reference in New Issue
Block a user