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feat(flux): support flux-general-multi and mid-session reconfiguration
Adds the API surface needed to use Deepgram's multilingual Flux model from the Rust SDK: - Model::FluxGeneralMulti selects the multilingual model. - OptionsBuilder::language_hint takes an iterable of BCP-47 codes, emitted as repeated language_hint=... query params per spec. - FluxResponse::TurnInfo now exposes languages (detected on the turn) and languages_hinted (the hints that were active for the request). - FluxHandle::configure(ConfigureRequest) lets callers adjust thresholds, keyterms, and language hints without tearing down the WebSocket. Server replies surface as FluxResponse::ConfigureSuccess or ConfigureFailure. ConfigureRequest fields are all optional so unset fields mean "leave unchanged"; ConfigureThresholds groups eager_eot_threshold / eot_threshold / eot_timeout_ms. New variants/fields are non_exhaustive and existing payloads without the new TurnInfo fields still deserialize, so this is additive only. Examples: - examples/transcription/flux/multi_language.rs - flux-general-multi with hints, prints the languages Flux returned per turn. - examples/transcription/flux/dynamic_configure.rs - sends Configure mid-session and prints the ConfigureSuccess reply.
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Cargo.toml

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@@ -119,6 +119,16 @@ name = "microphone_flux"
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path = "examples/transcription/flux/microphone_flux.rs"
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required-features = ["listen"]
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[[example]]
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name = "flux_multi_language"
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path = "examples/transcription/flux/multi_language.rs"
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required-features = ["listen"]
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[[example]]
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name = "flux_dynamic_configure"
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path = "examples/transcription/flux/dynamic_configure.rs"
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required-features = ["listen"]
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[[example]]
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name = "text_to_speech_to_file"
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path = "examples/speak/rest/text_to_speech_to_file.rs"

examples/audio/bueller-mono.wav

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/* Expected result from running this example program.
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Flux Request ID: <uuid>
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Connected: <uuid> (seq: 0)
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[Turn 0] update: hello
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[Turn 0] EndOfTurn: Hello.
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Sending Configure: eot_threshold=0.85, keyterms=["weather", "forecast"]
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ConfigureSuccess: thresholds eot=Some(0.85) keyterms=["weather", "forecast"]
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[Turn 1] EndOfTurn: What's the weather forecast?
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*/
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//! Dynamic Flux `Configure` example.
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//!
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//! Pumps a file into the Flux WebSocket and, after the first turn ends,
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//! sends a `Configure` message to update the EOT threshold and
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//! keyterms mid-session. Demonstrates the
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//! [`crate::common::flux_response::FluxResponse::ConfigureSuccess`]
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//! acknowledgement.
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//!
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//! Single-task `tokio::select!` over the [`FluxHandle`]: audio frames
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//! are sent on a paced timer while events are received from the
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//! handle's response queue.
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//!
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//! Run with:
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//!
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//! ```bash
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//! DEEPGRAM_API_KEY=<your-key> \
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//! cargo run --features listen --example flux_dynamic_configure
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//! ```
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use std::env;
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use std::time::Duration;
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use deepgram::{
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common::{
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flux_response::{ConfigureThresholds, FluxResponse, TurnEvent},
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options::{Encoding, Model, Options},
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},
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listen::flux::ConfigureRequest,
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Deepgram, DeepgramError,
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};
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static PATH_TO_FILE: &str = "examples/audio/bueller-mono.wav";
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static AUDIO_CHUNK_SIZE: usize = 8_820; // 100ms @ 44.1 kHz Linear16 mono
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static FRAME_DELAY: Duration = Duration::from_millis(100);
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#[tokio::main]
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async fn main() -> Result<(), DeepgramError> {
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let api_key = env::var("DEEPGRAM_API_KEY").expect("DEEPGRAM_API_KEY environment variable");
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let dg = Deepgram::new(&api_key)?;
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let options = Options::builder()
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.model(Model::FluxGeneralEn)
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.eot_threshold(0.75)
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.eot_timeout_ms(5_000)
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.build();
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let mut handle = dg
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.transcription()
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.flux_request_with_options(options)
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.encoding(Encoding::Linear16)
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.sample_rate(44_100)
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.handle()
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.await?;
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println!("Flux Request ID: {}", handle.request_id());
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// Read the file up front and slice it into pacable chunks.
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let audio_bytes = tokio::fs::read(PATH_TO_FILE).await?;
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let mut offset = 0usize;
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let mut audio_done = false;
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let mut sent_configure = false;
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let mut frame_timer = tokio::time::interval(FRAME_DELAY);
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frame_timer.set_missed_tick_behavior(tokio::time::MissedTickBehavior::Skip);
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loop {
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tokio::select! {
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_ = frame_timer.tick(), if !audio_done => {
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if offset >= audio_bytes.len() {
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handle.close_stream().await?;
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audio_done = true;
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continue;
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}
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let end = (offset + AUDIO_CHUNK_SIZE).min(audio_bytes.len());
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let chunk = audio_bytes[offset..end].to_vec();
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offset = end;
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handle.send_data(chunk).await?;
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}
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response = handle.receive() => {
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let Some(response) = response else { break };
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match response? {
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FluxResponse::Connected {
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request_id,
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sequence_id,
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} => {
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println!("Connected: {} (seq: {})", request_id, sequence_id);
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}
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FluxResponse::TurnInfo {
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event,
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turn_index,
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transcript,
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..
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} => match event {
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TurnEvent::Update => {
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if !transcript.is_empty() {
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println!("[Turn {}] update: {}", turn_index, transcript);
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}
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}
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TurnEvent::EndOfTurn => {
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println!("[Turn {}] EndOfTurn: {}", turn_index, transcript);
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if !sent_configure {
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sent_configure = true;
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println!(
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"Sending Configure: eot_threshold=0.85, \
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keyterms=[\"weather\", \"forecast\"]"
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);
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let req = ConfigureRequest::new()
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.with_thresholds(
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ConfigureThresholds::new().with_eot_threshold(0.85),
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)
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.with_keyterms(["weather", "forecast"]);
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handle.configure(req).await?;
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}
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}
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_ => {}
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},
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FluxResponse::ConfigureSuccess {
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thresholds,
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keyterms,
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..
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} => {
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println!(
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"ConfigureSuccess: thresholds eot={:?} keyterms={:?}",
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thresholds.eot_threshold, keyterms
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);
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}
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FluxResponse::ConfigureFailure { sequence_id, .. } => {
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eprintln!("ConfigureFailure (seq={sequence_id})");
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}
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FluxResponse::FatalError {
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code, description, ..
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} => {
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eprintln!("FatalError {code}: {description}");
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break;
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}
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_ => {}
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}
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}
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}
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}
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Ok(())
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}
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/* Expected result from running this example program.
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Flux Request ID: <uuid>
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Connected: <uuid> (seq: 0)
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▶ [Turn 0] START — hint=[en, es]
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✓ [Turn 0] END (conf: 0.92): Hola, ¿cómo estás?
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Detected languages: ["es"]
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Active hints: ["en", "es"]
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*/
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//! Multilingual Flux example.
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//!
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//! Uses the `flux-general-multi` model with two language hints (`en`,
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//! `es`) and prints the per-turn `languages` and `languages_hinted`
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//! fields populated by the server.
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//!
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//! Run with:
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//!
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//! ```bash
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//! DEEPGRAM_API_KEY=<your-key> \
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//! cargo run --features listen --example flux_multi_language
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//! ```
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use std::env;
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use std::io::Write;
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use std::time::Duration;
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use futures::stream::StreamExt;
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use deepgram::{
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common::{
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flux_response::{FluxResponse, TurnEvent},
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options::{Encoding, Model, Options},
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},
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Deepgram, DeepgramError,
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};
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static PATH_TO_FILE: &str = "examples/audio/bueller-mono.wav";
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static AUDIO_CHUNK_SIZE: usize = 8_820; // 100ms @ 44.1 kHz Linear16 mono
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static FRAME_DELAY: Duration = Duration::from_millis(100);
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#[tokio::main]
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async fn main() -> Result<(), DeepgramError> {
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let api_key = env::var("DEEPGRAM_API_KEY").expect("DEEPGRAM_API_KEY environment variable");
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let dg = Deepgram::new(&api_key)?;
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let options = Options::builder()
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.model(Model::FluxGeneralMulti)
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.language_hint(["en", "es"])
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.eot_threshold(0.75)
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.eot_timeout_ms(5_000)
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.build();
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let mut results = dg
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.transcription()
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.flux_request_with_options(options)
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.encoding(Encoding::Linear16)
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.sample_rate(44_100)
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.file(PATH_TO_FILE, AUDIO_CHUNK_SIZE, FRAME_DELAY)
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.await?;
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println!("Flux Request ID: {}", results.request_id());
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while let Some(result) = results.next().await {
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match result? {
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FluxResponse::Connected {
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request_id,
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sequence_id,
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} => {
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println!("Connected: {} (seq: {})", request_id, sequence_id);
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}
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FluxResponse::TurnInfo {
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event,
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turn_index,
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transcript,
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end_of_turn_confidence,
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languages,
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languages_hinted,
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..
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} => match event {
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TurnEvent::StartOfTurn => {
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println!(
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"\n▶ [Turn {}] START — hint={:?}",
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turn_index, languages_hinted
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);
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}
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TurnEvent::EndOfTurn => {
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println!(
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"\n✓ [Turn {}] END (conf: {:.2}): {}",
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turn_index, end_of_turn_confidence, transcript
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);
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if !languages.is_empty() {
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println!(" Detected languages: {:?}", languages);
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}
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if !languages_hinted.is_empty() {
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println!(" Active hints: {:?}", languages_hinted);
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}
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}
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TurnEvent::EagerEndOfTurn => {
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println!("\n⚡ [Turn {}] EAGER END: {}", turn_index, transcript);
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}
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TurnEvent::TurnResumed => {
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println!("\n↻ [Turn {}] RESUMED: {}", turn_index, transcript);
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}
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TurnEvent::Update => {
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if !transcript.is_empty() {
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print!("\r[Turn {}] UPDATE: {}", turn_index, transcript);
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std::io::stdout().flush().unwrap();
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}
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}
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_ => println!("\n[Turn {}] Unknown event: {:?}", turn_index, event),
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},
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FluxResponse::FatalError {
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code, description, ..
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} => {
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eprintln!("Error {}: {}", code, description);
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break;
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}
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FluxResponse::ConfigureSuccess { .. } | FluxResponse::ConfigureFailure { .. } => {
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// Not used in this example — see dynamic_configure.rs.
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}
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_ => {}
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}
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}
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Ok(())
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}

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