use bytes::Bytes;
use serde::{Deserialize, Serialize};
use serde_json::{Map, Value};
use super::openai::{self, TranscriptionResponse};
use crate::client::{
self, BearerAuth, Capabilities, Capable, DebugExt, Nothing, Provider, ProviderBuilder,
ProviderClient,
};
use crate::completion::CompletionError;
use crate::http_client::multipart::Part;
use crate::http_client::{self, HttpClientExt, MultipartForm};
use crate::transcription::{self, TranscriptionError};
const GROQ_API_BASE_URL: &str = "https://api.groq.com/openai/v1";
#[derive(Debug, Default, Clone, Copy)]
pub struct GroqExt;
#[derive(Debug, Default, Clone, Copy)]
pub struct GroqBuilder;
type GroqApiKey = BearerAuth;
impl Provider for GroqExt {
type Builder = GroqBuilder;
const VERIFY_PATH: &'static str = "/models";
}
impl openai::completion::OpenAICompatibleProvider for GroqExt {
const PROVIDER_NAME: &'static str = "groq";
type StreamingUsage = openai::Usage;
const EMITS_COMPLETE_SINGLE_CHUNK_TOOL_CALLS: bool = true;
type Response = openai::CompletionResponse;
fn prepare_request(
&self,
request: &mut openai::completion::CompletionRequest,
) -> Result<(), CompletionError> {
let Some(map) = request
.additional_params
.as_mut()
.and_then(Value::as_object_mut)
else {
return Ok(());
};
let Some(raw_tools) = map.remove("tools") else {
return Ok(());
};
let native_tools = serde_json::from_value::<Vec<Value>>(raw_tools).map_err(|err| {
CompletionError::RequestError(
format!("Invalid Groq `additional_params.tools` payload: {err}").into(),
)
})?;
apply_native_tools_to_additional_params(map, native_tools);
Ok(())
}
}
impl<H> Capabilities<H> for GroqExt {
type Completion = Capable<CompletionModel<H>>;
type Embeddings = Nothing;
type Transcription = Capable<TranscriptionModel<H>>;
type ModelListing = Nothing;
#[cfg(feature = "image")]
type ImageGeneration = Nothing;
#[cfg(feature = "audio")]
type AudioGeneration = Nothing;
type Rerank = Nothing;
}
impl DebugExt for GroqExt {}
impl ProviderBuilder for GroqBuilder {
type Extension<H>
= GroqExt
where
H: HttpClientExt;
type ApiKey = GroqApiKey;
const BASE_URL: &'static str = GROQ_API_BASE_URL;
fn build<H>(
_builder: &client::ClientBuilder<Self, Self::ApiKey, H>,
) -> http_client::Result<Self::Extension<H>>
where
H: HttpClientExt,
{
Ok(GroqExt)
}
}
pub type Client<H = reqwest::Client> = client::Client<GroqExt, H>;
pub type ClientBuilder<H = crate::markers::Missing> =
client::ClientBuilder<GroqBuilder, GroqApiKey, H>;
pub type CompletionModel<H = reqwest::Client> =
openai::completion::GenericCompletionModel<GroqExt, H>;
pub type StreamingCompletionResponse = openai::StreamingCompletionResponse;
impl ProviderClient for Client {
type Input = String;
type Error = crate::client::ProviderClientError;
fn from_env() -> Result<Self, Self::Error> {
let api_key = crate::client::required_env_var("GROQ_API_KEY")?;
Self::new(&api_key).map_err(Into::into)
}
fn from_val(input: Self::Input) -> Result<Self, Self::Error> {
Self::new(&input).map_err(Into::into)
}
}
#[derive(Debug, Deserialize)]
struct ApiErrorResponse {
message: String,
}
#[derive(Debug, Deserialize)]
#[serde(untagged)]
enum ApiResponse<T> {
Ok(T),
Err(ApiErrorResponse),
}
fn apply_native_tools_to_additional_params(
extra: &mut Map<String, Value>,
native_tools: Vec<Value>,
) {
if native_tools.is_empty() {
return;
}
let mut compound_custom = match extra.remove("compound_custom") {
Some(Value::Object(map)) => map,
_ => Map::new(),
};
let mut enabled_tools = match compound_custom.remove("enabled_tools") {
Some(Value::Array(values)) => values,
_ => Vec::new(),
};
for native_tool in native_tools {
let already_enabled = enabled_tools
.iter()
.any(|existing| native_tools_match(existing, &native_tool));
if !already_enabled {
enabled_tools.push(native_tool);
}
}
compound_custom.insert("enabled_tools".to_string(), Value::Array(enabled_tools));
extra.insert(
"compound_custom".to_string(),
Value::Object(compound_custom),
);
}
fn native_tools_match(lhs: &Value, rhs: &Value) -> bool {
if let (Some(lhs_type), Some(rhs_type)) = (native_tool_kind(lhs), native_tool_kind(rhs)) {
return lhs_type == rhs_type;
}
lhs == rhs
}
fn native_tool_kind(value: &Value) -> Option<&str> {
match value {
Value::String(kind) => Some(kind),
Value::Object(map) => map.get("type").and_then(Value::as_str),
_ => None,
}
}
pub const DEEPSEEK_R1_DISTILL_LLAMA_70B: &str = "deepseek-r1-distill-llama-70b";
pub const GEMMA2_9B_IT: &str = "gemma2-9b-it";
pub const LLAMA_3_1_8B_INSTANT: &str = "llama-3.1-8b-instant";
pub const LLAMA_3_2_11B_VISION_PREVIEW: &str = "llama-3.2-11b-vision-preview";
pub const LLAMA_3_2_1B_PREVIEW: &str = "llama-3.2-1b-preview";
pub const LLAMA_3_2_3B_PREVIEW: &str = "llama-3.2-3b-preview";
pub const LLAMA_3_2_90B_VISION_PREVIEW: &str = "llama-3.2-90b-vision-preview";
pub const LLAMA_3_2_70B_SPECDEC: &str = "llama-3.2-70b-specdec";
pub const LLAMA_3_2_70B_VERSATILE: &str = "llama-3.2-70b-versatile";
pub const LLAMA_GUARD_3_8B: &str = "llama-guard-3-8b";
pub const LLAMA_3_70B_8192: &str = "llama3-70b-8192";
pub const LLAMA_3_8B_8192: &str = "llama3-8b-8192";
pub const MIXTRAL_8X7B_32768: &str = "mixtral-8x7b-32768";
#[derive(Clone, Debug, Serialize, Deserialize)]
#[serde(rename_all = "lowercase")]
pub enum ReasoningFormat {
Parsed,
Raw,
Hidden,
}
#[derive(Clone, Debug, Default, Serialize, Deserialize)]
pub struct GroqAdditionalParameters {
#[serde(skip_serializing_if = "Option::is_none")]
pub reasoning_format: Option<ReasoningFormat>,
#[serde(skip_serializing_if = "Option::is_none")]
pub include_reasoning: Option<bool>,
#[serde(flatten, skip_serializing_if = "Option::is_none")]
pub extra: Option<Map<String, serde_json::Value>>,
}
pub const WHISPER_LARGE_V3: &str = "whisper-large-v3";
pub const WHISPER_LARGE_V3_TURBO: &str = "whisper-large-v3-turbo";
pub const DISTIL_WHISPER_LARGE_V3_EN: &str = "distil-whisper-large-v3-en";
#[derive(Clone)]
pub struct TranscriptionModel<T> {
client: Client<T>,
pub model: String,
}
impl<T> TranscriptionModel<T> {
pub fn new(client: Client<T>, model: impl Into<String>) -> Self {
Self {
client,
model: model.into(),
}
}
}
impl<T> transcription::TranscriptionModel for TranscriptionModel<T>
where
T: HttpClientExt + Clone + Send + std::fmt::Debug + Default + 'static,
{
type Response = TranscriptionResponse;
type Client = Client<T>;
fn make(client: &Self::Client, model: impl Into<String>) -> Self {
Self::new(client.clone(), model)
}
async fn transcription(
&self,
request: transcription::TranscriptionRequest,
) -> Result<
transcription::TranscriptionResponse<Self::Response>,
transcription::TranscriptionError,
> {
let data = request.data;
let mut body = MultipartForm::new()
.text("model", self.model.clone())
.part(Part::bytes("file", data).filename(request.filename.clone()));
if let Some(language) = request.language {
body = body.text("language", language);
}
if let Some(prompt) = request.prompt {
body = body.text("prompt", prompt.clone());
}
if let Some(ref temperature) = request.temperature {
body = body.text("temperature", temperature.to_string());
}
if let Some(ref additional_params) = request.additional_params {
let params = additional_params.as_object().ok_or_else(|| {
TranscriptionError::RequestError(Box::new(std::io::Error::new(
std::io::ErrorKind::InvalidInput,
"additional transcription parameters must be a JSON object",
)))
})?;
for (key, value) in params {
body = body.text(key.to_owned(), value.to_string());
}
}
let req = self
.client
.post("/audio/transcriptions")?
.body(body)
.map_err(|e| TranscriptionError::HttpError(e.into()))?;
let response = self.client.send_multipart::<Bytes>(req).await?;
let status = response.status();
let response_body = response.into_body().into_future().await?.to_vec();
if status.is_success() {
match serde_json::from_slice::<ApiResponse<TranscriptionResponse>>(&response_body)? {
ApiResponse::Ok(response) => response.try_into(),
ApiResponse::Err(api_error_response) => {
tracing::warn!(message = %api_error_response.message, "provider returned an error response");
Err(TranscriptionError::from_http_response(
status,
String::from_utf8_lossy(&response_body).into_owned(),
))
}
}
} else {
Err(TranscriptionError::from_http_response(
status,
String::from_utf8_lossy(&response_body).to_string(),
))
}
}
}
#[cfg(test)]
mod tests {
use crate::providers::openai::completion::{
CompletionRequest as OpenAICompletionRequest, OpenAICompatibleProvider, OpenAIRequestParams,
};
use crate::{completion::CompletionRequestBuilder, test_utils::MockCompletionModel};
#[test]
fn groq_request_maps_output_schema_max_tokens_and_specific_tool_choice() {
let request = CompletionRequestBuilder::new(MockCompletionModel::default(), "Return JSON")
.max_tokens(64)
.tool(crate::completion::ToolDefinition {
name: "choose_beta".to_string(),
description: "Choose beta".to_string(),
parameters: serde_json::json!({"type":"object","properties":{},"required":[]}),
})
.tool_choice(crate::message::ToolChoice::Specific {
function_names: vec!["choose_beta".to_string()],
})
.output_schema(schemars::schema_for!(serde_json::Value))
.build();
let request = OpenAICompletionRequest::try_from(OpenAIRequestParams {
model: "llama-3.3-70b-versatile".to_string(),
request,
strict_tools: false,
tool_result_array_content: false,
supports_response_format: true,
supports_tools: true,
})
.expect("Groq request should convert");
let json = serde_json::to_value(request).expect("request should serialize");
assert_eq!(json["max_tokens"], 64);
assert_eq!(
json["tool_choice"],
serde_json::json!({"type":"function","function":{"name":"choose_beta"}})
);
assert_eq!(json["response_format"], serde_json::Value::Null);
let no_tools_request =
CompletionRequestBuilder::new(MockCompletionModel::default(), "Return JSON")
.output_schema(schemars::schema_for!(serde_json::Value))
.build();
let no_tools_request = OpenAICompletionRequest::try_from(OpenAIRequestParams {
model: "llama-3.3-70b-versatile".to_string(),
request: no_tools_request,
strict_tools: false,
tool_result_array_content: false,
supports_response_format: true,
supports_tools: true,
})
.expect("request should convert");
let json = serde_json::to_value(no_tools_request).expect("request should serialize");
assert_eq!(json["response_format"]["type"], "json_schema");
assert_eq!(json["response_format"]["json_schema"]["strict"], true);
}
#[test]
fn groq_prepare_request_merges_native_tools_into_compound_custom() {
let request = CompletionRequestBuilder::new(MockCompletionModel::default(), "search")
.tool(crate::completion::ToolDefinition {
name: "local_tool".to_string(),
description: "A local function tool".to_string(),
parameters: serde_json::json!({"type":"object","properties":{},"required":[]}),
})
.additional_params(serde_json::json!({
"tools": [{"type": "browser_search"}, {"type": "browser_search"}],
}))
.build();
let mut request = OpenAICompletionRequest::try_from(OpenAIRequestParams {
model: "llama-3.3-70b-versatile".to_string(),
request,
strict_tools: false,
tool_result_array_content: false,
supports_response_format: true,
supports_tools: true,
})
.expect("request should convert");
super::GroqExt
.prepare_request(&mut request)
.expect("prepare_request should succeed");
let json = serde_json::to_value(request).expect("request should serialize");
assert_eq!(
json["compound_custom"]["enabled_tools"],
serde_json::json!([{"type": "browser_search"}])
);
assert_eq!(json["tools"][0]["function"]["name"], "local_tool");
}
#[test]
fn groq_reasoning_params_flatten_into_request_body() {
let additional_params = serde_json::to_value(super::GroqAdditionalParameters {
reasoning_format: Some(super::ReasoningFormat::Parsed),
include_reasoning: Some(true),
extra: None,
})
.expect("params should serialize");
let request =
CompletionRequestBuilder::new(MockCompletionModel::default(), "Think about it")
.additional_params(additional_params)
.build();
let request = OpenAICompletionRequest::try_from(OpenAIRequestParams {
model: "llama-3.3-70b-versatile".to_string(),
request,
strict_tools: false,
tool_result_array_content: false,
supports_response_format: true,
supports_tools: true,
})
.expect("request should convert");
let json = serde_json::to_value(request).expect("request should serialize");
assert_eq!(json["reasoning_format"], "parsed");
assert_eq!(json["include_reasoning"], true);
}
#[test]
fn test_client_initialization() {
let _client =
crate::providers::groq::Client::new("dummy-key").expect("Client::new() failed");
let builder: crate::providers::groq::ClientBuilder =
crate::providers::groq::Client::builder().api_key("dummy-key");
let _client_from_builder = builder.build().expect("Client::builder() failed");
}
#[tokio::test]
async fn completion_preserves_raw_provider_error_json_on_api_error_envelope() {
use crate::client::CompletionClient;
use crate::completion::{CompletionError, CompletionModel};
use crate::test_utils::RecordingHttpClient;
let body = r#"{"message":"model overloaded","type":"server_error","code":"503"}"#;
let http_client =
RecordingHttpClient::with_error_response(http::StatusCode::ACCEPTED, body);
let client = super::Client::builder()
.api_key("test-key")
.http_client(http_client)
.build()
.expect("build client");
let model = client.completion_model("llama-3.3-70b-versatile");
let request = model.completion_request("hello").build();
let error = model
.completion(request)
.await
.expect_err("completion should fail with provider error envelope");
match &error {
CompletionError::ProviderResponse(stored) => {
assert_eq!(stored.body, body);
assert_eq!(stored.status, Some(http::StatusCode::ACCEPTED));
assert_eq!(error.provider_response_body(), Some(body));
let json = error
.provider_response_json()
.expect("raw body should be valid JSON")
.expect("parsed JSON should be present");
assert_eq!(json["code"], "503");
}
other => panic!("expected ProviderResponse, got {other:?}"),
}
}
#[tokio::test]
async fn completion_http_non_success_preserves_status_and_body() {
use crate::client::CompletionClient;
use crate::completion::{CompletionError, CompletionModel};
use crate::test_utils::RecordingHttpClient;
let body = r#"{"error":{"message":"service unavailable","code":"503"}}"#;
let http_client =
RecordingHttpClient::with_error_response(http::StatusCode::SERVICE_UNAVAILABLE, body);
let client = super::Client::builder()
.api_key("test-key")
.http_client(http_client)
.build()
.expect("build client");
let model = client.completion_model("llama-3.3-70b-versatile");
let request = model.completion_request("hello").build();
let error = model
.completion(request)
.await
.expect_err("completion should fail with non-success status");
assert!(matches!(error, CompletionError::HttpError(_)));
assert_eq!(
error.provider_response_status(),
Some(http::StatusCode::SERVICE_UNAVAILABLE)
);
assert_eq!(error.provider_response_body(), Some(body));
}
#[tokio::test]
async fn transcription_http_non_success_preserves_status_and_body() {
use crate::client::transcription::TranscriptionClient;
use crate::test_utils::RecordingHttpClient;
use crate::transcription::{TranscriptionError, TranscriptionModel as _};
let body = r#"{"error":{"message":"bad audio","code":"400"}}"#;
let http_client =
RecordingHttpClient::with_error_response(http::StatusCode::BAD_REQUEST, body);
let client = super::Client::builder()
.api_key("test-key")
.http_client(http_client)
.build()
.expect("build client");
let model = client.transcription_model("whisper-large-v3");
let error = match model
.transcription_request()
.data(vec![0u8; 16])
.send()
.await
{
Err(error) => error,
Ok(_) => panic!("transcription should fail with non-success status"),
};
assert!(matches!(error, TranscriptionError::HttpError(_)));
assert_eq!(
error.provider_response_status(),
Some(http::StatusCode::BAD_REQUEST)
);
assert_eq!(error.provider_response_body(), Some(body));
}
}