Add support for getting the token count for all parts of Gemini generation requests (#29630)
* `CountTokensRequest` now takes a full `GenerateContentRequest` instead of just content. * Fixes use of `models/` prefix in `model` field of `GenerateContentRequest`, since that's required for use in `CountTokensRequest`. This didn't cause issues before because it was always cleared and used in the path. Release Notes: - N/A
This commit is contained in:
parent
86484233c0
commit
76ad1a29a5
@ -1,7 +1,9 @@
|
||||
use std::mem;
|
||||
|
||||
use anyhow::{Result, anyhow, bail};
|
||||
use futures::{AsyncBufReadExt, AsyncReadExt, StreamExt, io::BufReader, stream::BoxStream};
|
||||
use http_client::{AsyncBody, HttpClient, Method, Request as HttpRequest};
|
||||
use serde::{Deserialize, Serialize};
|
||||
use serde::{Deserialize, Deserializer, Serialize, Serializer};
|
||||
|
||||
pub const API_URL: &str = "https://generativelanguage.googleapis.com";
|
||||
|
||||
@ -11,25 +13,13 @@ pub async fn stream_generate_content(
|
||||
api_key: &str,
|
||||
mut request: GenerateContentRequest,
|
||||
) -> Result<BoxStream<'static, Result<GenerateContentResponse>>> {
|
||||
if request.contents.is_empty() {
|
||||
bail!("Request must contain at least one content item");
|
||||
}
|
||||
validate_generate_content_request(&request)?;
|
||||
|
||||
if let Some(user_content) = request
|
||||
.contents
|
||||
.iter()
|
||||
.find(|content| content.role == Role::User)
|
||||
{
|
||||
if user_content.parts.is_empty() {
|
||||
bail!("User content must contain at least one part");
|
||||
}
|
||||
}
|
||||
// The `model` field is emptied as it is provided as a path parameter.
|
||||
let model_id = mem::take(&mut request.model.model_id);
|
||||
|
||||
let uri = format!(
|
||||
"{api_url}/v1beta/models/{model}:streamGenerateContent?alt=sse&key={api_key}",
|
||||
model = request.model
|
||||
);
|
||||
request.model.clear();
|
||||
let uri =
|
||||
format!("{api_url}/v1beta/models/{model_id}:streamGenerateContent?alt=sse&key={api_key}",);
|
||||
|
||||
let request_builder = HttpRequest::builder()
|
||||
.method(Method::POST)
|
||||
@ -76,18 +66,22 @@ pub async fn count_tokens(
|
||||
client: &dyn HttpClient,
|
||||
api_url: &str,
|
||||
api_key: &str,
|
||||
model_id: &str,
|
||||
request: CountTokensRequest,
|
||||
) -> Result<CountTokensResponse> {
|
||||
let uri = format!("{api_url}/v1beta/models/{model_id}:countTokens?key={api_key}",);
|
||||
let request = serde_json::to_string(&request)?;
|
||||
validate_generate_content_request(&request.generate_content_request)?;
|
||||
|
||||
let uri = format!(
|
||||
"{api_url}/v1beta/models/{model_id}:countTokens?key={api_key}",
|
||||
model_id = &request.generate_content_request.model.model_id,
|
||||
);
|
||||
|
||||
let request = serde_json::to_string(&request)?;
|
||||
let request_builder = HttpRequest::builder()
|
||||
.method(Method::POST)
|
||||
.uri(&uri)
|
||||
.header("Content-Type", "application/json");
|
||||
|
||||
let http_request = request_builder.body(AsyncBody::from(request))?;
|
||||
|
||||
let mut response = client.send(http_request).await?;
|
||||
let mut text = String::new();
|
||||
response.body_mut().read_to_string(&mut text).await?;
|
||||
@ -102,6 +96,28 @@ pub async fn count_tokens(
|
||||
}
|
||||
}
|
||||
|
||||
pub fn validate_generate_content_request(request: &GenerateContentRequest) -> Result<()> {
|
||||
if request.model.is_empty() {
|
||||
bail!("Model must be specified");
|
||||
}
|
||||
|
||||
if request.contents.is_empty() {
|
||||
bail!("Request must contain at least one content item");
|
||||
}
|
||||
|
||||
if let Some(user_content) = request
|
||||
.contents
|
||||
.iter()
|
||||
.find(|content| content.role == Role::User)
|
||||
{
|
||||
if user_content.parts.is_empty() {
|
||||
bail!("User content must contain at least one part");
|
||||
}
|
||||
}
|
||||
|
||||
Ok(())
|
||||
}
|
||||
|
||||
#[derive(Debug, Serialize, Deserialize)]
|
||||
pub enum Task {
|
||||
#[serde(rename = "generateContent")]
|
||||
@ -119,8 +135,8 @@ pub enum Task {
|
||||
#[derive(Debug, Serialize, Deserialize)]
|
||||
#[serde(rename_all = "camelCase")]
|
||||
pub struct GenerateContentRequest {
|
||||
#[serde(default, skip_serializing_if = "String::is_empty")]
|
||||
pub model: String,
|
||||
#[serde(default, skip_serializing_if = "ModelName::is_empty")]
|
||||
pub model: ModelName,
|
||||
pub contents: Vec<Content>,
|
||||
#[serde(skip_serializing_if = "Option::is_none")]
|
||||
pub system_instruction: Option<SystemInstruction>,
|
||||
@ -350,7 +366,7 @@ pub struct SafetyRating {
|
||||
#[derive(Debug, Serialize, Deserialize)]
|
||||
#[serde(rename_all = "camelCase")]
|
||||
pub struct CountTokensRequest {
|
||||
pub contents: Vec<Content>,
|
||||
pub generate_content_request: GenerateContentRequest,
|
||||
}
|
||||
|
||||
#[derive(Debug, Serialize, Deserialize)]
|
||||
@ -406,6 +422,47 @@ pub struct FunctionDeclaration {
|
||||
pub parameters: serde_json::Value,
|
||||
}
|
||||
|
||||
#[derive(Debug, Default)]
|
||||
pub struct ModelName {
|
||||
pub model_id: String,
|
||||
}
|
||||
|
||||
impl ModelName {
|
||||
pub fn is_empty(&self) -> bool {
|
||||
self.model_id.is_empty()
|
||||
}
|
||||
}
|
||||
|
||||
const MODEL_NAME_PREFIX: &str = "models/";
|
||||
|
||||
impl Serialize for ModelName {
|
||||
fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
|
||||
where
|
||||
S: Serializer,
|
||||
{
|
||||
serializer.serialize_str(&format!("{MODEL_NAME_PREFIX}{}", &self.model_id))
|
||||
}
|
||||
}
|
||||
|
||||
impl<'de> Deserialize<'de> for ModelName {
|
||||
fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
|
||||
where
|
||||
D: Deserializer<'de>,
|
||||
{
|
||||
let string = String::deserialize(deserializer)?;
|
||||
if let Some(id) = string.strip_prefix(MODEL_NAME_PREFIX) {
|
||||
Ok(Self {
|
||||
model_id: id.to_string(),
|
||||
})
|
||||
} else {
|
||||
return Err(serde::de::Error::custom(format!(
|
||||
"Expected model name to begin with {}, got: {}",
|
||||
MODEL_NAME_PREFIX, string
|
||||
)));
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
#[cfg_attr(feature = "schemars", derive(schemars::JsonSchema))]
|
||||
#[derive(Clone, Default, Debug, Deserialize, Serialize, PartialEq, Eq, strum::EnumIter)]
|
||||
pub enum Model {
|
||||
|
@ -718,7 +718,8 @@ impl LanguageModel for CloudLanguageModel {
|
||||
CloudModel::Google(model) => {
|
||||
let client = self.client.clone();
|
||||
let llm_api_token = self.llm_api_token.clone();
|
||||
let request = into_google(request, model.id().into());
|
||||
let model_id = model.id().to_string();
|
||||
let generate_content_request = into_google(request, model_id.clone());
|
||||
async move {
|
||||
let http_client = &client.http_client();
|
||||
let token = llm_api_token.acquire(&client).await?;
|
||||
@ -736,9 +737,9 @@ impl LanguageModel for CloudLanguageModel {
|
||||
};
|
||||
let request_body = CountTokensBody {
|
||||
provider: zed_llm_client::LanguageModelProvider::Google,
|
||||
model: model.id().into(),
|
||||
model: model_id,
|
||||
provider_request: serde_json::to_value(&google_ai::CountTokensRequest {
|
||||
contents: request.contents,
|
||||
generate_content_request,
|
||||
})?,
|
||||
};
|
||||
let request = request_builder
|
||||
@ -895,7 +896,7 @@ impl LanguageModel for CloudLanguageModel {
|
||||
prompt_id,
|
||||
mode,
|
||||
provider: zed_llm_client::LanguageModelProvider::Google,
|
||||
model: request.model.clone(),
|
||||
model: request.model.model_id.clone(),
|
||||
provider_request: serde_json::to_value(&request)?,
|
||||
},
|
||||
)
|
||||
|
@ -344,9 +344,8 @@ impl LanguageModel for GoogleLanguageModel {
|
||||
http_client.as_ref(),
|
||||
&api_url,
|
||||
&api_key,
|
||||
&model_id,
|
||||
google_ai::CountTokensRequest {
|
||||
contents: request.contents,
|
||||
generate_content_request: request,
|
||||
},
|
||||
)
|
||||
.await?;
|
||||
@ -382,7 +381,7 @@ impl LanguageModel for GoogleLanguageModel {
|
||||
|
||||
pub fn into_google(
|
||||
mut request: LanguageModelRequest,
|
||||
model: String,
|
||||
model_id: String,
|
||||
) -> google_ai::GenerateContentRequest {
|
||||
fn map_content(content: Vec<MessageContent>) -> Vec<Part> {
|
||||
content
|
||||
@ -442,7 +441,7 @@ pub fn into_google(
|
||||
};
|
||||
|
||||
google_ai::GenerateContentRequest {
|
||||
model,
|
||||
model: google_ai::ModelName { model_id },
|
||||
system_instruction: system_instructions,
|
||||
contents: request
|
||||
.messages
|
||||
|
Loading…
Reference in New Issue
Block a user