1use crate::completion::{CompletionError, CompletionRequest, GetTokenUsage};
2use crate::http_client::HttpClientExt;
3use crate::http_client::sse::{Event, GenericEventSource};
4use crate::providers::cohere::CompletionModel;
5use crate::providers::cohere::completion::{
6 AssistantContent, CohereCompletionRequest, Message, ToolCall, ToolCallFunction, ToolType, Usage,
7};
8use crate::streaming::RawStreamingChoice;
9use crate::telemetry::SpanCombinator;
10use crate::{json_utils, streaming};
11use async_stream::stream;
12use futures::StreamExt;
13use serde::{Deserialize, Serialize};
14use tracing::info_span;
15use tracing_futures::Instrument;
16
17#[derive(Debug, Deserialize)]
18#[serde(rename_all = "kebab-case", tag = "type")]
19enum StreamingEvent {
20 MessageStart,
21 ContentStart,
22 ContentDelta { delta: Option<Delta> },
23 ContentEnd,
24 ToolPlan,
25 ToolCallStart { delta: Option<Delta> },
26 ToolCallDelta { delta: Option<Delta> },
27 ToolCallEnd,
28 MessageEnd { delta: Option<MessageEndDelta> },
29}
30
31#[derive(Debug, Deserialize)]
32struct MessageContentDelta {
33 text: Option<String>,
34}
35
36#[derive(Debug, Deserialize)]
37struct MessageToolFunctionDelta {
38 name: Option<String>,
39 arguments: Option<String>,
40}
41
42#[derive(Debug, Deserialize)]
43struct MessageToolCallDelta {
44 id: Option<String>,
45 function: Option<MessageToolFunctionDelta>,
46}
47
48#[derive(Debug, Deserialize)]
49struct MessageDelta {
50 content: Option<MessageContentDelta>,
51 tool_calls: Option<MessageToolCallDelta>,
52}
53
54#[derive(Debug, Deserialize)]
55struct Delta {
56 message: Option<MessageDelta>,
57}
58
59#[derive(Debug, Deserialize)]
60struct MessageEndDelta {
61 usage: Option<Usage>,
62}
63
64#[derive(Clone, Serialize, Deserialize)]
65pub struct StreamingCompletionResponse {
66 pub usage: Option<Usage>,
67}
68
69impl GetTokenUsage for StreamingCompletionResponse {
70 fn token_usage(&self) -> Option<crate::completion::Usage> {
71 let tokens = self
72 .usage
73 .clone()
74 .and_then(|response| response.tokens)
75 .map(|tokens| {
76 (
77 tokens.input_tokens.map(|x| x as u64),
78 tokens.output_tokens.map(|y| y as u64),
79 )
80 });
81 let Some((Some(input), Some(output))) = tokens else {
82 return None;
83 };
84 let mut usage = crate::completion::Usage::new();
85 usage.input_tokens = input;
86 usage.output_tokens = output;
87 usage.total_tokens = input + output;
88
89 Some(usage)
90 }
91}
92
93impl<T> CompletionModel<T>
94where
95 T: HttpClientExt + Clone + 'static,
96{
97 pub(crate) async fn stream(
98 &self,
99 request: CompletionRequest,
100 ) -> Result<streaming::StreamingCompletionResponse<StreamingCompletionResponse>, CompletionError>
101 {
102 let mut request = CohereCompletionRequest::try_from((self.model.as_ref(), request))?;
103 let span = if tracing::Span::current().is_disabled() {
104 info_span!(
105 target: "rig::completions",
106 "chat_streaming",
107 gen_ai.operation.name = "chat_streaming",
108 gen_ai.provider.name = "cohere",
109 gen_ai.request.model = self.model,
110 gen_ai.response.id = tracing::field::Empty,
111 gen_ai.response.model = self.model,
112 gen_ai.usage.output_tokens = tracing::field::Empty,
113 gen_ai.usage.input_tokens = tracing::field::Empty,
114 gen_ai.input.messages = serde_json::to_string(&request.messages)?,
115 gen_ai.output.messages = tracing::field::Empty,
116 )
117 } else {
118 tracing::Span::current()
119 };
120
121 let params = json_utils::merge(
122 request.additional_params.unwrap_or(serde_json::json!({})),
123 serde_json::json!({"stream": true}),
124 );
125
126 request.additional_params = Some(params);
127
128 tracing::trace!(
129 target: "rig::streaming",
130 "Cohere streaming completion input: {}",
131 serde_json::to_string_pretty(&request)?
132 );
133
134 let body = serde_json::to_vec(&request)?;
135
136 let req = self.client.post("/v2/chat")?.body(body).unwrap();
137
138 let mut event_source = GenericEventSource::new(self.client.http_client().clone(), req);
139
140 let stream = stream! {
141 let mut current_tool_call: Option<(String, String, String)> = None;
142 let mut text_response = String::new();
143 let mut tool_calls = Vec::new();
144 let mut final_usage = None;
145
146 while let Some(event_result) = event_source.next().await {
147 match event_result {
148 Ok(Event::Open) => {
149 tracing::trace!("SSE connection opened");
150 continue;
151 }
152
153 Ok(Event::Message(message)) => {
154 let data_str = message.data.trim();
155 if data_str.is_empty() || data_str == "[DONE]" {
156 continue;
157 }
158
159 let event: StreamingEvent = match serde_json::from_str(data_str) {
160 Ok(ev) => ev,
161 Err(_) => {
162 tracing::debug!("Couldn't parse SSE payload as StreamingEvent");
163 continue;
164 }
165 };
166
167 match event {
168 StreamingEvent::ContentDelta { delta: Some(delta) } => {
169 let Some(message) = &delta.message else { continue; };
170 let Some(content) = &message.content else { continue; };
171 let Some(text) = &content.text else { continue; };
172
173 text_response += text;
174
175 yield Ok(RawStreamingChoice::Message(text.clone()));
176 },
177
178 StreamingEvent::MessageEnd { delta: Some(delta) } => {
179 let message = Message::Assistant {
180 tool_calls: tool_calls.clone(),
181 content: vec![AssistantContent::Text { text: text_response.clone() }],
182 tool_plan: None,
183 citations: vec![]
184 };
185
186 let span = tracing::Span::current();
187 span.record_token_usage(&delta.usage);
188 span.record_model_output(&vec![message]);
189
190 final_usage = Some(delta.usage.clone());
191 break;
192 },
193
194 StreamingEvent::ToolCallStart { delta: Some(delta) } => {
195 let Some(message) = &delta.message else { continue; };
196 let Some(tool_calls) = &message.tool_calls else { continue; };
197 let Some(id) = tool_calls.id.clone() else { continue; };
198 let Some(function) = &tool_calls.function else { continue; };
199 let Some(name) = function.name.clone() else { continue; };
200 let Some(arguments) = function.arguments.clone() else { continue; };
201
202 current_tool_call = Some((id, name, arguments));
203 },
204
205 StreamingEvent::ToolCallDelta { delta: Some(delta) } => {
206 let Some(message) = &delta.message else { continue; };
207 let Some(tool_calls) = &message.tool_calls else { continue; };
208 let Some(function) = &tool_calls.function else { continue; };
209 let Some(arguments) = function.arguments.clone() else { continue; };
210
211 let Some(tc) = current_tool_call.clone() else { continue; };
212 current_tool_call = Some((tc.0.clone(), tc.1, format!("{}{}", tc.2, arguments)));
213
214 yield Ok(RawStreamingChoice::ToolCallDelta {
216 id: tc.0,
217 delta: arguments,
218 });
219 },
220
221 StreamingEvent::ToolCallEnd => {
222 let Some(tc) = current_tool_call.clone() else { continue; };
223 let Ok(args) = serde_json::from_str::<serde_json::Value>(&tc.2) else { continue; };
224
225 tool_calls.push(ToolCall {
226 id: Some(tc.0.clone()),
227 r#type: Some(ToolType::Function),
228 function: Some(ToolCallFunction {
229 name: tc.1.clone(),
230 arguments: args.clone()
231 })
232 });
233
234 yield Ok(RawStreamingChoice::ToolCall {
235 id: tc.0,
236 name: tc.1,
237 arguments: args,
238 call_id: None
239 });
240
241 current_tool_call = None;
242 },
243
244 _ => {}
245 }
246 },
247 Err(crate::http_client::Error::StreamEnded) => {
248 break;
249 }
250 Err(err) => {
251 tracing::error!(?err, "SSE error");
252 yield Err(CompletionError::ProviderError(err.to_string()));
253 break;
254 }
255 }
256 }
257
258 event_source.close();
260
261 yield Ok(RawStreamingChoice::FinalResponse(StreamingCompletionResponse {
262 usage: final_usage.unwrap_or_default()
263 }))
264 }.instrument(span);
265
266 Ok(streaming::StreamingCompletionResponse::stream(Box::pin(
267 stream,
268 )))
269 }
270}
271
272#[cfg(test)]
273mod tests {
274 use super::*;
275 use serde_json::json;
276
277 #[test]
278 fn test_message_content_delta_deserialization() {
279 let json = json!({
280 "type": "content-delta",
281 "delta": {
282 "message": {
283 "content": {
284 "text": "Hello world"
285 }
286 }
287 }
288 });
289
290 let event: StreamingEvent = serde_json::from_value(json).unwrap();
291 match event {
292 StreamingEvent::ContentDelta { delta } => {
293 assert!(delta.is_some());
294 let message = delta.unwrap().message.unwrap();
295 let content = message.content.unwrap();
296 assert_eq!(content.text, Some("Hello world".to_string()));
297 }
298 _ => panic!("Expected ContentDelta"),
299 }
300 }
301
302 #[test]
303 fn test_tool_call_start_deserialization() {
304 let json = json!({
305 "type": "tool-call-start",
306 "delta": {
307 "message": {
308 "tool_calls": {
309 "id": "call_123",
310 "function": {
311 "name": "get_weather",
312 "arguments": "{"
313 }
314 }
315 }
316 }
317 });
318
319 let event: StreamingEvent = serde_json::from_value(json).unwrap();
320 match event {
321 StreamingEvent::ToolCallStart { delta } => {
322 assert!(delta.is_some());
323 let tool_call = delta.unwrap().message.unwrap().tool_calls.unwrap();
324 assert_eq!(tool_call.id, Some("call_123".to_string()));
325 assert_eq!(
326 tool_call.function.unwrap().name,
327 Some("get_weather".to_string())
328 );
329 }
330 _ => panic!("Expected ToolCallStart"),
331 }
332 }
333
334 #[test]
335 fn test_tool_call_delta_deserialization() {
336 let json = json!({
337 "type": "tool-call-delta",
338 "delta": {
339 "message": {
340 "tool_calls": {
341 "function": {
342 "arguments": "\"location\""
343 }
344 }
345 }
346 }
347 });
348
349 let event: StreamingEvent = serde_json::from_value(json).unwrap();
350 match event {
351 StreamingEvent::ToolCallDelta { delta } => {
352 assert!(delta.is_some());
353 let tool_call = delta.unwrap().message.unwrap().tool_calls.unwrap();
354 let function = tool_call.function.unwrap();
355 assert_eq!(function.arguments, Some("\"location\"".to_string()));
356 }
357 _ => panic!("Expected ToolCallDelta"),
358 }
359 }
360
361 #[test]
362 fn test_tool_call_end_deserialization() {
363 let json = json!({
364 "type": "tool-call-end"
365 });
366
367 let event: StreamingEvent = serde_json::from_value(json).unwrap();
368 match event {
369 StreamingEvent::ToolCallEnd => {
370 }
372 _ => panic!("Expected ToolCallEnd"),
373 }
374 }
375
376 #[test]
377 fn test_message_end_with_usage_deserialization() {
378 let json = json!({
379 "type": "message-end",
380 "delta": {
381 "usage": {
382 "tokens": {
383 "input_tokens": 100,
384 "output_tokens": 50
385 }
386 }
387 }
388 });
389
390 let event: StreamingEvent = serde_json::from_value(json).unwrap();
391 match event {
392 StreamingEvent::MessageEnd { delta } => {
393 assert!(delta.is_some());
394 let usage = delta.unwrap().usage.unwrap();
395 let tokens = usage.tokens.unwrap();
396 assert_eq!(tokens.input_tokens, Some(100.0));
397 assert_eq!(tokens.output_tokens, Some(50.0));
398 }
399 _ => panic!("Expected MessageEnd"),
400 }
401 }
402
403 #[test]
404 fn test_streaming_event_order() {
405 let events = vec![
407 json!({"type": "message-start"}),
408 json!({"type": "content-start"}),
409 json!({
410 "type": "content-delta",
411 "delta": {
412 "message": {
413 "content": {
414 "text": "Sure, "
415 }
416 }
417 }
418 }),
419 json!({
420 "type": "content-delta",
421 "delta": {
422 "message": {
423 "content": {
424 "text": "I can help with that."
425 }
426 }
427 }
428 }),
429 json!({"type": "content-end"}),
430 json!({"type": "tool-plan"}),
431 json!({
432 "type": "tool-call-start",
433 "delta": {
434 "message": {
435 "tool_calls": {
436 "id": "call_abc",
437 "function": {
438 "name": "search",
439 "arguments": ""
440 }
441 }
442 }
443 }
444 }),
445 json!({
446 "type": "tool-call-delta",
447 "delta": {
448 "message": {
449 "tool_calls": {
450 "function": {
451 "arguments": "{\"query\":"
452 }
453 }
454 }
455 }
456 }),
457 json!({
458 "type": "tool-call-delta",
459 "delta": {
460 "message": {
461 "tool_calls": {
462 "function": {
463 "arguments": "\"Rust\"}"
464 }
465 }
466 }
467 }
468 }),
469 json!({"type": "tool-call-end"}),
470 json!({
471 "type": "message-end",
472 "delta": {
473 "usage": {
474 "tokens": {
475 "input_tokens": 50,
476 "output_tokens": 25
477 }
478 }
479 }
480 }),
481 ];
482
483 for (i, event_json) in events.iter().enumerate() {
484 let result = serde_json::from_value::<StreamingEvent>(event_json.clone());
485 assert!(
486 result.is_ok(),
487 "Failed to deserialize event at index {}: {:?}",
488 i,
489 result.err()
490 );
491 }
492 }
493}