Adds streaming generation that returns a streaming
- Introducues generate_content_stream that returns a Tokio Steam instead of a Queue. This allows using the standard stream APIs from tokio-streams. - Replace future-utils with tokio-streams, mainly due to better ergonomics for using the filter_map stream combinator.
This commit is contained in:
@@ -7,7 +7,6 @@ edition = "2021"
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[dependencies]
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deadqueue = "0.2"
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futures-util = "0.3"
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gcp_auth = "0.12"
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reqwest = { version = "0.12", features = ["json", "gzip"] }
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reqwest-eventsource = "0.6"
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@@ -16,6 +15,7 @@ serde_json = { version = "1"}
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serde_with = { version = "3.9", features = ["base64"]}
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tracing = "0.1"
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tokio = { version = "1" }
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tokio-stream = "0.1.17"
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[dev-dependencies]
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console = "0.15.8"
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@@ -1,4 +1,5 @@
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use gemini_rs::prelude::*;
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use tokio_stream::StreamExt;
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#[tokio::main]
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async fn main() -> Result<(), Box<dyn std::error::Error>> {
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@@ -21,22 +22,12 @@ async fn main() -> Result<(), Box<dyn std::error::Error>> {
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let request = GenerateContentRequest::builder().contents(prompt).build();
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let queue = gemini.stream_generate_content(&request, "gemini-pro").await;
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let mut queue = gemini
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.generate_content_stream(&request, "gemini-2.0-flash-001")
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.await?;
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while let Some(response) = queue.pop().await {
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match response {
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Ok(result) => {
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let text = result
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.candidates
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.iter()
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.filter_map(|c| c.get_text())
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.collect::<String>();
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print!("{}", text);
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}
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Err(error) => {
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println!("{error}");
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}
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}
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while let Some(Ok(response)) = queue.next().await {
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println!("Response: {:?}", response);
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}
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Ok(())
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@@ -1,7 +1,9 @@
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use crate::error::Result as GeminiResult;
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use std::sync::Arc;
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use std::vec;
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use tokio_stream::{Stream, StreamExt};
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use deadqueue::unlimited::Queue;
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use futures_util::stream::StreamExt;
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use reqwest_eventsource::{Event, EventSource};
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use tracing::error;
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@@ -9,7 +11,7 @@ use crate::dialogue::Message;
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use crate::error::{Error, Result};
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use crate::prelude::{
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Candidate, Content, CountTokensRequest, CountTokensResponse, GenerateContentRequest,
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GenerateContentResponse, GenerateContentResponseResult, GenerationConfig, TextEmbeddingRequest,
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GenerateContentResponse, GenerateContentResponseResult, TextEmbeddingRequest,
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TextEmbeddingResponse,
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};
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use crate::types::{PredictImageRequest, PredictImageResponse, Role};
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@@ -45,6 +47,50 @@ impl<T: TokenProvider + Clone> GeminiClient<T> {
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}
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}
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pub async fn generate_content_stream(
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&self,
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request: &GenerateContentRequest,
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model: &str,
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) -> Result<impl Stream<Item = GeminiResult<GenerateContentResponseResult>>> {
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let access_token = self.token_provider.get_token(AUTH_SCOPE).await.unwrap();
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let endpoint_url = format!(
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"https://{}/v1beta1/projects/{}/locations/{}/publishers/google/models/{}:streamGenerateContent?alt=sse", self.api_endpoint, self.project_id, self.location_id, model,
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);
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let client = self.client.clone();
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let request = request.clone();
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let req = client
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.post(&endpoint_url)
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.bearer_auth(access_token)
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.json(&request);
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let event_source = EventSource::new(req).unwrap();
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let mapped = event_source.filter_map(|event| {
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let event = match event {
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Ok(event) => event,
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Err(e) => return Some(Err(e.into())),
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};
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let Event::Message(event_message) = event else {
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return None;
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};
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let gemini_response: GenerateContentResponse =
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match serde_json::from_str(&event_message.data) {
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Ok(gemini_response) => gemini_response,
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Err(e) => return Some(Err(e.into())),
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};
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let gemini_response = match gemini_response.into_result() {
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Ok(gemini_response) => gemini_response,
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Err(e) => return Some(Err(e)),
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};
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Some(Ok(gemini_response))
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});
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Ok(mapped)
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}
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pub async fn stream_generate_content(
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&self,
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request: &GenerateContentRequest,
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@@ -175,34 +221,6 @@ impl<T: TokenProvider + Clone> GeminiClient<T> {
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}
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}
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/// Sends a text prompt to the Vertex API using the Gemini Pro model and extracts the text
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/// from the response.
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#[deprecated(note = "Use `generate_content` instead")]
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pub async fn prompt_text(
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&self,
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prompt: &str,
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generation_config: Option<&GenerationConfig>,
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) -> Result<String> {
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let request = GenerateContentRequest {
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contents: vec![Content {
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role: Some(Role::User),
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parts: Some(vec![Part::Text(prompt.to_string())]),
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}],
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generation_config: generation_config.cloned(),
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tools: None,
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system_instruction: None,
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safety_settings: None,
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};
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let response = self.generate_content(&request, "gemini-pro").await?;
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let mut candidates = GeminiClient::<T>::collect_text_from_response(&response);
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match candidates.pop() {
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Some(candidate) => Ok(candidate),
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None => Err(Error::NoCandidatesError),
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}
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}
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fn collect_text_from_response(response: &GenerateContentResponseResult) -> Vec<String> {
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response
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.candidates
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@@ -278,10 +296,10 @@ impl<T: TokenProvider + Clone> GeminiClient<T> {
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let txt_json = resp.text().await?;
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match serde_json::from_str::<PredictImageResponse>(&txt_json) {
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Ok(response) => return Ok(response),
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Ok(response) => Ok(response),
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Err(e) => {
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error!(response = txt_json, error = ?e, "Failed to parse response");
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return Err(e.into());
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Err(e.into())
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}
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}
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}
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12
src/error.rs
12
src/error.rs
@@ -14,7 +14,8 @@ pub enum Error {
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Serde(serde_json::Error),
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VertexError(types::VertexApiError),
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NoCandidatesError,
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EventSourceError(CannotCloneRequestError),
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CannotCloneRequestError(CannotCloneRequestError),
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EventSourceError(reqwest_eventsource::Error),
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}
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impl Display for Error {
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@@ -30,6 +31,9 @@ impl Display for Error {
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Error::NoCandidatesError => {
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write!(f, "No candidates returned for the prompt")
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}
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Error::CannotCloneRequestError(e) => {
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write!(f, "Cannot clone request: {}", e)
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}
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Error::EventSourceError(e) => {
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write!(f, "EventSourrce Error: {}", e)
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}
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@@ -71,6 +75,12 @@ impl From<types::VertexApiError> for Error {
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impl From<CannotCloneRequestError> for Error {
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fn from(e: CannotCloneRequestError) -> Self {
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Error::CannotCloneRequestError(e)
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}
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}
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impl From<reqwest_eventsource::Error> for Error {
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fn from(e: reqwest_eventsource::Error) -> Self {
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Error::EventSourceError(e)
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}
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}
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@@ -7,7 +7,7 @@ pub trait TokenProvider {
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-> impl std::future::Future<Output = Result<String>> + Send;
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}
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impl<'a> TokenProvider for Arc<dyn gcp_auth::TokenProvider + 'a> {
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impl TokenProvider for Arc<dyn gcp_auth::TokenProvider> {
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async fn get_token(&self, scope: &[&str]) -> Result<String> {
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let token = self.token(scope).await;
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match token {
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@@ -1,4 +1,4 @@
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use std::{collections::HashMap, str::FromStr, vec};
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use std::{collections::HashMap, fmt::Display, str::FromStr, vec};
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use serde::{Deserialize, Serialize};
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@@ -22,21 +22,16 @@ impl Content {
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}
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pub fn builder() -> ContentBuilder {
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ContentBuilder::new()
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ContentBuilder::default()
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}
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}
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#[derive(Default)]
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pub struct ContentBuilder {
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content: Content,
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}
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impl ContentBuilder {
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pub fn new() -> Self {
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Self {
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content: Default::default(),
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}
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}
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pub fn add_text_part<T: Into<String>>(self, text: T) -> Self {
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self.add_part(Part::Text(text.into()))
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}
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@@ -66,12 +61,13 @@ pub enum Role {
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Model,
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}
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impl ToString for Role {
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fn to_string(&self) -> String {
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match self {
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Role::User => "user".to_string(),
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Role::Model => "model".to_string(),
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}
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impl Display for Role {
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fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
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let role_str = match self {
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Role::User => "user",
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Role::Model => "model",
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};
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f.write_str(role_str)
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}
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}
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@@ -9,21 +9,16 @@ pub struct CountTokensRequest {
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impl CountTokensRequest {
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pub fn builder() -> CountTokensRequestBuilder {
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CountTokensRequestBuilder::new()
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CountTokensRequestBuilder::default()
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}
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}
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#[derive(Default)]
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pub struct CountTokensRequestBuilder {
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contents: Content,
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}
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impl CountTokensRequestBuilder {
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pub fn new() -> Self {
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CountTokensRequestBuilder {
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contents: Content::default(),
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}
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}
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pub fn from_prompt(prompt: &str) -> Self {
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CountTokensRequestBuilder {
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contents: Content {
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@@ -70,6 +70,7 @@ pub struct PredictImageRequestParameters {
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/// - "watercolor"
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/// - "cyberpunk"
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/// - "pop_art"
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///
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/// Pre-defined styles is only supported for model imagegeneration@002
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#[serde(skip_serializing_if = "Option::is_none")]
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pub sample_image_style: Option<String>,
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@@ -90,9 +91,9 @@ pub struct PredictImageRequestParameters {
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/// - `"block_most"`: Strongest filtering level, most strict blocking.
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/// - `"block_some"`: Block some problematic prompts and responses.
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/// - `"block_few"`: Reduces the number of requests blocked due to safety filters. May
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/// increase objectionable content generated by Imagen.
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/// increase objectionable content generated by Imagen.
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/// - `"block_fewest"`: Block very few problematic prompts and responses. Access to this
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/// feature is restricted.
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/// feature is restricted.
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///
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/// The default value is `"block_some"`.
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///
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