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rig/providers/cohere/
completion.rs

1use crate::{
2    OneOrMany,
3    completion::{self, CompletionError, GetTokenUsage},
4    http_client::{self, HttpClientExt},
5    json_utils,
6    message::{self, Reasoning, ToolChoice},
7    telemetry::SpanCombinator,
8};
9use std::collections::HashMap;
10
11use super::client::Client;
12use crate::completion::CompletionRequest;
13use crate::providers::cohere::streaming::StreamingCompletionResponse;
14use serde::{Deserialize, Serialize};
15use tracing::{Instrument, Level, enabled, info_span};
16
17#[derive(Debug, Deserialize, Serialize)]
18pub struct CompletionResponse {
19    pub id: String,
20    pub finish_reason: FinishReason,
21    message: Message,
22    #[serde(default)]
23    pub usage: Option<Usage>,
24}
25
26impl CompletionResponse {
27    /// Return that parts of the response for assistant messages w/o dealing with the other variants
28    pub fn message(&self) -> (Vec<AssistantContent>, Vec<Citation>, Vec<ToolCall>) {
29        let Message::Assistant {
30            content,
31            citations,
32            tool_calls,
33            ..
34        } = self.message.clone()
35        else {
36            unreachable!("Completion responses will only return an assistant message")
37        };
38
39        (content, citations, tool_calls)
40    }
41}
42
43impl crate::telemetry::ProviderResponseExt for CompletionResponse {
44    type OutputMessage = Message;
45    type Usage = Usage;
46
47    fn get_response_id(&self) -> Option<String> {
48        Some(self.id.clone())
49    }
50
51    fn get_response_model_name(&self) -> Option<String> {
52        None
53    }
54
55    fn get_output_messages(&self) -> Vec<Self::OutputMessage> {
56        vec![self.message.clone()]
57    }
58
59    fn get_text_response(&self) -> Option<String> {
60        let Message::Assistant { ref content, .. } = self.message else {
61            return None;
62        };
63
64        let res = content
65            .iter()
66            .filter_map(|x| {
67                if let AssistantContent::Text { text } = x {
68                    Some(text.to_string())
69                } else {
70                    None
71                }
72            })
73            .collect::<Vec<String>>()
74            .join("\n");
75
76        if res.is_empty() { None } else { Some(res) }
77    }
78
79    fn get_usage(&self) -> Option<Self::Usage> {
80        self.usage.clone()
81    }
82}
83
84#[derive(Debug, Deserialize, PartialEq, Eq, Clone, Serialize)]
85#[serde(rename_all = "SCREAMING_SNAKE_CASE")]
86pub enum FinishReason {
87    MaxTokens,
88    StopSequence,
89    Complete,
90    Error,
91    ToolCall,
92}
93
94#[derive(Debug, Deserialize, Clone, Serialize)]
95pub struct Usage {
96    #[serde(default)]
97    pub billed_units: Option<BilledUnits>,
98    #[serde(default)]
99    pub tokens: Option<Tokens>,
100}
101
102impl GetTokenUsage for Usage {
103    fn token_usage(&self) -> Option<crate::completion::Usage> {
104        let mut usage = crate::completion::Usage::new();
105
106        if let Some(ref billed_units) = self.billed_units {
107            usage.input_tokens = billed_units.input_tokens.unwrap_or_default() as u64;
108            usage.output_tokens = billed_units.output_tokens.unwrap_or_default() as u64;
109            usage.total_tokens = usage.input_tokens + usage.output_tokens;
110        }
111
112        Some(usage)
113    }
114}
115
116#[derive(Debug, Deserialize, Clone, Serialize)]
117pub struct BilledUnits {
118    #[serde(default)]
119    pub output_tokens: Option<f64>,
120    #[serde(default)]
121    pub classifications: Option<f64>,
122    #[serde(default)]
123    pub search_units: Option<f64>,
124    #[serde(default)]
125    pub input_tokens: Option<f64>,
126}
127
128#[derive(Debug, Deserialize, Clone, Serialize)]
129pub struct Tokens {
130    #[serde(default)]
131    pub input_tokens: Option<f64>,
132    #[serde(default)]
133    pub output_tokens: Option<f64>,
134}
135
136impl TryFrom<CompletionResponse> for completion::CompletionResponse<CompletionResponse> {
137    type Error = CompletionError;
138
139    fn try_from(response: CompletionResponse) -> Result<Self, Self::Error> {
140        let (content, _, tool_calls) = response.message();
141
142        let model_response = if !tool_calls.is_empty() {
143            OneOrMany::many(
144                tool_calls
145                    .into_iter()
146                    .filter_map(|tool_call| {
147                        let ToolCallFunction { name, arguments } = tool_call.function?;
148                        let id = tool_call.id.unwrap_or_else(|| name.clone());
149
150                        Some(completion::AssistantContent::tool_call(id, name, arguments))
151                    })
152                    .collect::<Vec<_>>(),
153            )
154            .expect("We have atleast 1 tool call in this if block")
155        } else {
156            OneOrMany::many(content.into_iter().map(|content| match content {
157                AssistantContent::Text { text } => completion::AssistantContent::text(text),
158                AssistantContent::Thinking { thinking } => {
159                    completion::AssistantContent::Reasoning(Reasoning {
160                        id: None,
161                        reasoning: vec![thinking],
162                        signature: None,
163                    })
164                }
165            }))
166            .map_err(|_| {
167                CompletionError::ResponseError(
168                    "Response contained no message or tool call (empty)".to_owned(),
169                )
170            })?
171        };
172
173        let usage = response
174            .usage
175            .as_ref()
176            .and_then(|usage| usage.tokens.as_ref())
177            .map(|tokens| {
178                let input_tokens = tokens.input_tokens.unwrap_or(0.0);
179                let output_tokens = tokens.output_tokens.unwrap_or(0.0);
180
181                completion::Usage {
182                    input_tokens: input_tokens as u64,
183                    output_tokens: output_tokens as u64,
184                    total_tokens: (input_tokens + output_tokens) as u64,
185                    cached_input_tokens: 0,
186                }
187            })
188            .unwrap_or_default();
189
190        Ok(completion::CompletionResponse {
191            choice: OneOrMany::many(model_response).expect("There is atleast one content"),
192            usage,
193            raw_response: response,
194        })
195    }
196}
197
198#[derive(Clone, Debug, Deserialize, Serialize, PartialEq, Eq)]
199pub struct Document {
200    pub id: String,
201    pub data: HashMap<String, serde_json::Value>,
202}
203
204impl From<completion::Document> for Document {
205    fn from(document: completion::Document) -> Self {
206        let mut data: HashMap<String, serde_json::Value> = HashMap::new();
207
208        // We use `.into()` here explicitly since the `document.additional_props` type will likely
209        //  evolve into `serde_json::Value` in the future.
210        document
211            .additional_props
212            .into_iter()
213            .for_each(|(key, value)| {
214                data.insert(key, value.into());
215            });
216
217        data.insert("text".to_string(), document.text.into());
218
219        Self {
220            id: document.id,
221            data,
222        }
223    }
224}
225
226#[derive(Clone, Debug, Deserialize, Serialize, PartialEq, Eq)]
227pub struct ToolCall {
228    #[serde(default)]
229    pub id: Option<String>,
230    #[serde(default)]
231    pub r#type: Option<ToolType>,
232    #[serde(default)]
233    pub function: Option<ToolCallFunction>,
234}
235
236#[derive(Clone, Debug, Deserialize, Serialize, PartialEq, Eq)]
237pub struct ToolCallFunction {
238    pub name: String,
239    #[serde(with = "json_utils::stringified_json")]
240    pub arguments: serde_json::Value,
241}
242
243#[derive(Clone, Default, Debug, Deserialize, Serialize, PartialEq, Eq)]
244#[serde(rename_all = "lowercase")]
245pub enum ToolType {
246    #[default]
247    Function,
248}
249
250#[derive(Clone, Debug, Deserialize, Serialize, PartialEq, Eq)]
251pub struct Tool {
252    pub r#type: ToolType,
253    pub function: Function,
254}
255
256#[derive(Clone, Debug, Deserialize, Serialize, PartialEq, Eq)]
257pub struct Function {
258    pub name: String,
259    #[serde(default)]
260    pub description: Option<String>,
261    pub parameters: serde_json::Value,
262}
263
264impl From<completion::ToolDefinition> for Tool {
265    fn from(tool: completion::ToolDefinition) -> Self {
266        Self {
267            r#type: ToolType::default(),
268            function: Function {
269                name: tool.name,
270                description: Some(tool.description),
271                parameters: tool.parameters,
272            },
273        }
274    }
275}
276
277#[derive(Debug, Clone, Deserialize, Serialize, PartialEq, Eq)]
278#[serde(tag = "role", rename_all = "lowercase")]
279pub enum Message {
280    User {
281        content: OneOrMany<UserContent>,
282    },
283
284    Assistant {
285        #[serde(default)]
286        content: Vec<AssistantContent>,
287        #[serde(default)]
288        citations: Vec<Citation>,
289        #[serde(default)]
290        tool_calls: Vec<ToolCall>,
291        #[serde(default)]
292        tool_plan: Option<String>,
293    },
294
295    Tool {
296        content: OneOrMany<ToolResultContent>,
297        tool_call_id: String,
298    },
299
300    System {
301        content: String,
302    },
303}
304
305#[derive(Debug, Clone, Deserialize, Serialize, PartialEq, Eq)]
306#[serde(tag = "type", rename_all = "lowercase")]
307pub enum UserContent {
308    Text { text: String },
309    ImageUrl { image_url: ImageUrl },
310}
311
312#[derive(Debug, Clone, Deserialize, Serialize, PartialEq, Eq)]
313#[serde(tag = "type", rename_all = "lowercase")]
314pub enum AssistantContent {
315    Text { text: String },
316    Thinking { thinking: String },
317}
318
319#[derive(Debug, Clone, Deserialize, Serialize, PartialEq, Eq)]
320pub struct ImageUrl {
321    pub url: String,
322}
323
324#[derive(Debug, Clone, Deserialize, Serialize, PartialEq, Eq)]
325pub enum ToolResultContent {
326    Text { text: String },
327    Document { document: Document },
328}
329
330#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
331pub struct Citation {
332    #[serde(default)]
333    pub start: Option<u32>,
334    #[serde(default)]
335    pub end: Option<u32>,
336    #[serde(default)]
337    pub text: Option<String>,
338    #[serde(rename = "type")]
339    pub citation_type: Option<CitationType>,
340    #[serde(default)]
341    pub sources: Vec<Source>,
342}
343
344#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
345#[serde(tag = "type", rename_all = "lowercase")]
346pub enum Source {
347    Document {
348        id: Option<String>,
349        document: Option<serde_json::Map<String, serde_json::Value>>,
350    },
351    Tool {
352        id: Option<String>,
353        tool_output: Option<serde_json::Map<String, serde_json::Value>>,
354    },
355}
356
357#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
358#[serde(rename_all = "SCREAMING_SNAKE_CASE")]
359pub enum CitationType {
360    TextContent,
361    Plan,
362}
363
364impl TryFrom<message::Message> for Vec<Message> {
365    type Error = message::MessageError;
366
367    fn try_from(message: message::Message) -> Result<Self, Self::Error> {
368        Ok(match message {
369            message::Message::User { content } => content
370                .into_iter()
371                .map(|content| match content {
372                    message::UserContent::Text(message::Text { text }) => Ok(Message::User {
373                        content: OneOrMany::one(UserContent::Text { text }),
374                    }),
375                    message::UserContent::ToolResult(message::ToolResult {
376                        id, content, ..
377                    }) => Ok(Message::Tool {
378                        tool_call_id: id,
379                        content: content.try_map(|content| match content {
380                            message::ToolResultContent::Text(text) => {
381                                Ok(ToolResultContent::Text { text: text.text })
382                            }
383                            _ => Err(message::MessageError::ConversionError(
384                                "Only text tool result content is supported by Cohere".to_owned(),
385                            )),
386                        })?,
387                    }),
388                    _ => Err(message::MessageError::ConversionError(
389                        "Only text content is supported by Cohere".to_owned(),
390                    )),
391                })
392                .collect::<Result<Vec<_>, _>>()?,
393            message::Message::Assistant { content, .. } => {
394                let mut text_content = vec![];
395                let mut tool_calls = vec![];
396
397                for content in content.into_iter() {
398                    match content {
399                        message::AssistantContent::Text(message::Text { text }) => {
400                            text_content.push(AssistantContent::Text { text });
401                        }
402                        message::AssistantContent::ToolCall(message::ToolCall {
403                            id,
404                            function:
405                                message::ToolFunction {
406                                    name, arguments, ..
407                                },
408                            ..
409                        }) => {
410                            tool_calls.push(ToolCall {
411                                id: Some(id),
412                                r#type: Some(ToolType::Function),
413                                function: Some(ToolCallFunction {
414                                    name,
415                                    arguments: serde_json::to_value(arguments).unwrap_or_default(),
416                                }),
417                            });
418                        }
419                        message::AssistantContent::Reasoning(Reasoning { reasoning, .. }) => {
420                            let thinking = reasoning.join("\n");
421                            text_content.push(AssistantContent::Thinking { thinking });
422                        }
423                        message::AssistantContent::Image(_) => {
424                            return Err(message::MessageError::ConversionError(
425                                "Cohere currently doesn't support images.".to_owned(),
426                            ));
427                        }
428                    }
429                }
430
431                vec![Message::Assistant {
432                    content: text_content,
433                    citations: vec![],
434                    tool_calls,
435                    tool_plan: None,
436                }]
437            }
438        })
439    }
440}
441
442impl TryFrom<Message> for message::Message {
443    type Error = message::MessageError;
444
445    fn try_from(message: Message) -> Result<Self, Self::Error> {
446        match message {
447            Message::User { content } => Ok(message::Message::User {
448                content: content.map(|content| match content {
449                    UserContent::Text { text } => {
450                        message::UserContent::Text(message::Text { text })
451                    }
452                    UserContent::ImageUrl { image_url } => {
453                        message::UserContent::image_url(image_url.url, None, None)
454                    }
455                }),
456            }),
457            Message::Assistant {
458                content,
459                tool_calls,
460                ..
461            } => {
462                let mut content = content
463                    .into_iter()
464                    .map(|content| match content {
465                        AssistantContent::Text { text } => message::AssistantContent::text(text),
466                        AssistantContent::Thinking { thinking } => {
467                            message::AssistantContent::Reasoning(Reasoning {
468                                id: None,
469                                reasoning: vec![thinking],
470                                signature: None,
471                            })
472                        }
473                    })
474                    .collect::<Vec<_>>();
475
476                content.extend(tool_calls.into_iter().filter_map(|tool_call| {
477                    let ToolCallFunction { name, arguments } = tool_call.function?;
478
479                    Some(message::AssistantContent::tool_call(
480                        tool_call.id.unwrap_or_else(|| name.clone()),
481                        name,
482                        arguments,
483                    ))
484                }));
485
486                let content = OneOrMany::many(content).map_err(|_| {
487                    message::MessageError::ConversionError(
488                        "Expected either text content or tool calls".to_string(),
489                    )
490                })?;
491
492                Ok(message::Message::Assistant { id: None, content })
493            }
494            Message::Tool {
495                content,
496                tool_call_id,
497            } => {
498                let content = content.try_map(|content| {
499                    Ok(match content {
500                        ToolResultContent::Text { text } => message::ToolResultContent::text(text),
501                        ToolResultContent::Document { document } => {
502                            message::ToolResultContent::text(
503                                serde_json::to_string(&document.data).map_err(|e| {
504                                    message::MessageError::ConversionError(
505                                        format!("Failed to convert tool result document content into text: {e}"),
506                                    )
507                                })?,
508                            )
509                        }
510                    })
511                })?;
512
513                Ok(message::Message::User {
514                    content: OneOrMany::one(message::UserContent::tool_result(
515                        tool_call_id,
516                        content,
517                    )),
518                })
519            }
520            Message::System { content } => Ok(message::Message::user(content)),
521        }
522    }
523}
524
525#[derive(Clone)]
526pub struct CompletionModel<T = reqwest::Client> {
527    pub(crate) client: Client<T>,
528    pub model: String,
529}
530
531#[derive(Debug, Serialize, Deserialize)]
532pub(super) struct CohereCompletionRequest {
533    model: String,
534    pub messages: Vec<Message>,
535    documents: Vec<crate::completion::Document>,
536    #[serde(skip_serializing_if = "Option::is_none")]
537    temperature: Option<f64>,
538    #[serde(skip_serializing_if = "Vec::is_empty")]
539    tools: Vec<Tool>,
540    #[serde(skip_serializing_if = "Option::is_none")]
541    tool_choice: Option<ToolChoice>,
542    #[serde(flatten, skip_serializing_if = "Option::is_none")]
543    pub additional_params: Option<serde_json::Value>,
544}
545
546impl TryFrom<(&str, CompletionRequest)> for CohereCompletionRequest {
547    type Error = CompletionError;
548
549    fn try_from((model, req): (&str, CompletionRequest)) -> Result<Self, Self::Error> {
550        let mut partial_history = vec![];
551        if let Some(docs) = req.normalized_documents() {
552            partial_history.push(docs);
553        }
554        partial_history.extend(req.chat_history);
555
556        let mut full_history: Vec<Message> = req.preamble.map_or_else(Vec::new, |preamble| {
557            vec![Message::System { content: preamble }]
558        });
559
560        full_history.extend(
561            partial_history
562                .into_iter()
563                .map(message::Message::try_into)
564                .collect::<Result<Vec<Vec<Message>>, _>>()?
565                .into_iter()
566                .flatten()
567                .collect::<Vec<_>>(),
568        );
569
570        let tool_choice = if let Some(tool_choice) = req.tool_choice {
571            if !matches!(tool_choice, ToolChoice::Auto) {
572                Some(tool_choice)
573            } else {
574                return Err(CompletionError::RequestError(
575                    "\"auto\" is not an allowed tool_choice value in the Cohere API".into(),
576                ));
577            }
578        } else {
579            None
580        };
581
582        Ok(Self {
583            model: model.to_string(),
584            messages: full_history,
585            documents: req.documents,
586            temperature: req.temperature,
587            tools: req.tools.into_iter().map(Tool::from).collect::<Vec<_>>(),
588            tool_choice,
589            additional_params: req.additional_params,
590        })
591    }
592}
593
594impl<T> CompletionModel<T>
595where
596    T: HttpClientExt,
597{
598    pub fn new(client: Client<T>, model: impl Into<String>) -> Self {
599        Self {
600            client,
601            model: model.into(),
602        }
603    }
604}
605
606impl<T> completion::CompletionModel for CompletionModel<T>
607where
608    T: HttpClientExt + Clone + 'static,
609{
610    type Response = CompletionResponse;
611    type StreamingResponse = StreamingCompletionResponse;
612    type Client = Client<T>;
613
614    fn make(client: &Self::Client, model: impl Into<String>) -> Self {
615        Self::new(client.clone(), model.into())
616    }
617
618    async fn completion(
619        &self,
620        completion_request: completion::CompletionRequest,
621    ) -> Result<completion::CompletionResponse<CompletionResponse>, CompletionError> {
622        let request = CohereCompletionRequest::try_from((self.model.as_ref(), completion_request))?;
623
624        let llm_span = if tracing::Span::current().is_disabled() {
625            info_span!(
626            target: "rig::completions",
627            "chat",
628            gen_ai.operation.name = "chat",
629            gen_ai.provider.name = "cohere",
630            gen_ai.request.model = self.model,
631            gen_ai.response.id = tracing::field::Empty,
632            gen_ai.response.model = self.model,
633            gen_ai.usage.output_tokens = tracing::field::Empty,
634            gen_ai.usage.input_tokens = tracing::field::Empty,
635            )
636        } else {
637            tracing::Span::current()
638        };
639
640        if enabled!(Level::TRACE) {
641            tracing::trace!(
642                "Cohere completion request: {}",
643                serde_json::to_string_pretty(&request)?
644            );
645        }
646
647        let req_body = serde_json::to_vec(&request)?;
648
649        let req = self.client.post("/v2/chat")?.body(req_body).unwrap();
650
651        async {
652            let response = self
653                .client
654                .send::<_, bytes::Bytes>(req)
655                .await
656                .map_err(|e| http_client::Error::Instance(e.into()))?;
657
658            let status = response.status();
659            let body = response.into_body().into_future().await?.to_owned();
660
661            if status.is_success() {
662                let json_response: CompletionResponse = serde_json::from_slice(&body)?;
663                let span = tracing::Span::current();
664                span.record_token_usage(&json_response.usage);
665                span.record_response_metadata(&json_response);
666
667                if enabled!(Level::TRACE) {
668                    tracing::trace!(
669                        target: "rig::completions",
670                        "Cohere completion response: {}",
671                        serde_json::to_string_pretty(&json_response)?
672                    );
673                }
674
675                let completion: completion::CompletionResponse<CompletionResponse> =
676                    json_response.try_into()?;
677                Ok(completion)
678            } else {
679                Err(CompletionError::ProviderError(
680                    String::from_utf8_lossy(&body).to_string(),
681                ))
682            }
683        }
684        .instrument(llm_span)
685        .await
686    }
687
688    async fn stream(
689        &self,
690        request: CompletionRequest,
691    ) -> Result<
692        crate::streaming::StreamingCompletionResponse<Self::StreamingResponse>,
693        CompletionError,
694    > {
695        CompletionModel::stream(self, request).await
696    }
697}
698#[cfg(test)]
699mod tests {
700    use super::*;
701    use serde_path_to_error::deserialize;
702
703    #[test]
704    fn test_deserialize_completion_response() {
705        let json_data = r#"
706        {
707            "id": "abc123",
708            "message": {
709                "role": "assistant",
710                "tool_plan": "I will use the subtract tool to find the difference between 2 and 5.",
711                "tool_calls": [
712                        {
713                            "id": "subtract_sm6ps6fb6y9f",
714                            "type": "function",
715                            "function": {
716                                "name": "subtract",
717                                "arguments": "{\"x\":5,\"y\":2}"
718                            }
719                        }
720                    ]
721                },
722                "finish_reason": "TOOL_CALL",
723                "usage": {
724                "billed_units": {
725                    "input_tokens": 78,
726                    "output_tokens": 27
727                },
728                "tokens": {
729                    "input_tokens": 1028,
730                    "output_tokens": 63
731                }
732            }
733        }
734        "#;
735
736        let mut deserializer = serde_json::Deserializer::from_str(json_data);
737        let result: Result<CompletionResponse, _> = deserialize(&mut deserializer);
738
739        let response = result.unwrap();
740        let (_, citations, tool_calls) = response.message();
741        let CompletionResponse {
742            id,
743            finish_reason,
744            usage,
745            ..
746        } = response;
747
748        assert_eq!(id, "abc123");
749        assert_eq!(finish_reason, FinishReason::ToolCall);
750
751        let Usage {
752            billed_units,
753            tokens,
754        } = usage.unwrap();
755        let BilledUnits {
756            input_tokens: billed_input_tokens,
757            output_tokens: billed_output_tokens,
758            ..
759        } = billed_units.unwrap();
760        let Tokens {
761            input_tokens,
762            output_tokens,
763        } = tokens.unwrap();
764
765        assert_eq!(billed_input_tokens.unwrap(), 78.0);
766        assert_eq!(billed_output_tokens.unwrap(), 27.0);
767        assert_eq!(input_tokens.unwrap(), 1028.0);
768        assert_eq!(output_tokens.unwrap(), 63.0);
769
770        assert!(citations.is_empty());
771        assert_eq!(tool_calls.len(), 1);
772
773        let ToolCallFunction { name, arguments } = tool_calls[0].function.clone().unwrap();
774
775        assert_eq!(name, "subtract");
776        assert_eq!(arguments, serde_json::json!({"x": 5, "y": 2}));
777    }
778
779    #[test]
780    fn test_convert_completion_message_to_message_and_back() {
781        let completion_message = completion::Message::User {
782            content: OneOrMany::one(completion::message::UserContent::Text(
783                completion::message::Text {
784                    text: "Hello, world!".to_string(),
785                },
786            )),
787        };
788
789        let messages: Vec<Message> = completion_message.clone().try_into().unwrap();
790        let _converted_back: Vec<completion::Message> = messages
791            .into_iter()
792            .map(|msg| msg.try_into().unwrap())
793            .collect::<Vec<_>>();
794    }
795
796    #[test]
797    fn test_convert_message_to_completion_message_and_back() {
798        let message = Message::User {
799            content: OneOrMany::one(UserContent::Text {
800                text: "Hello, world!".to_string(),
801            }),
802        };
803
804        let completion_message: completion::Message = message.clone().try_into().unwrap();
805        let _converted_back: Vec<Message> = completion_message.try_into().unwrap();
806    }
807}