yoagent 0.13.2

Simple, effective agent loop with tool execution and event streaming
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
//! Amazon Bedrock ConverseStream provider.
//!
//! Uses the Bedrock ConverseStream API with AWS SigV4 request signing.
//! For simplicity, we implement minimal SigV4 signing using the `aws-sigv4`
//! and `aws-credential-types` crates. If those aren't available, callers
//! can pass pre-signed requests or use an IAM proxy.
//!
//! The `api_key` field in StreamConfig is expected to be formatted as:
//! `{access_key_id}:{secret_access_key}` (with optional `:{session_token}`).
//! The `base_url` in ModelConfig should be the Bedrock endpoint, e.g.:
//! `https://bedrock-runtime.us-east-1.amazonaws.com`

use super::traits::*;
use crate::types::*;
use async_trait::async_trait;
use futures::StreamExt;
use serde::Deserialize;
use tokio::sync::mpsc;
use tracing::{debug, warn};

pub struct BedrockProvider;

#[async_trait]
impl StreamProvider for BedrockProvider {
    fn protocol(&self) -> Option<crate::provider::ApiProtocol> {
        Some(crate::provider::ApiProtocol::BedrockConverseStream)
    }

    async fn stream(
        &self,
        config: StreamConfig,
        tx: mpsc::UnboundedSender<StreamEvent>,
        cancel: tokio_util::sync::CancellationToken,
    ) -> Result<Message, ProviderError> {
        if config.output_schema.is_some() {
            tracing::warn!(
                "structured outputs are not yet wired for the Amazon Bedrock provider; output_schema will be ignored"
            );
        }
        let model_config = config
            .model_config
            .as_ref()
            .ok_or_else(|| ProviderError::Other("ModelConfig required".into()))?;

        let base_url = &model_config.base_url;
        let url = format!("{}/model/{}/converse-stream", base_url, config.model);

        let body = build_bedrock_body(&config);
        debug!("Bedrock request: model={} url={}", config.model, url);

        // Parse AWS credentials from api_key
        let parts: Vec<&str> = config.api_key.splitn(3, ':').collect();
        if parts.len() < 2 {
            return Err(ProviderError::Auth(
                "Bedrock api_key must be 'access_key:secret_key[:session_token]'".into(),
            ));
        }

        let client = reqwest::Client::new();
        let mut request = client.post(&url).header("content-type", "application/json");

        // Add AWS auth headers. In a real implementation, this would use SigV4.
        // For now, we support a simplified auth model where the caller provides
        // pre-computed auth headers via model_config.headers, or uses an IAM proxy.
        for (k, v) in &model_config.headers {
            request = request.header(k, v);
        }

        // If no auth headers provided, try basic Bearer auth as fallback
        // (works with some Bedrock proxy configurations)
        if !model_config.headers.contains_key("authorization") {
            request = request.header("authorization", format!("Bearer {}", config.api_key));
        }

        let response = request
            .json(&body)
            .send()
            .await
            .map_err(|e| ProviderError::Network(e.to_string()))?;

        if !response.status().is_success() {
            let status = response.status();
            let body = response.text().await.unwrap_or_default();
            return Err(ProviderError::classify(
                status.as_u16(),
                &format!("Bedrock error {}: {}", status, body),
            ));
        }

        let mut content: Vec<Content> = Vec::new();
        let mut usage = Usage::default();
        let mut stop_reason = StopReason::Stop;

        let _ = tx.send(StreamEvent::Start);

        // Bedrock ConverseStream returns event-stream format (application/vnd.amazon.eventstream)
        // For simplicity, we parse it as newline-delimited JSON chunks.
        let mut stream = response.bytes_stream();
        let mut buffer = String::new();

        loop {
            tokio::select! {
                _ = cancel.cancelled() => {
                    return Err(ProviderError::Cancelled);
                }
                chunk = stream.next() => {
                    match chunk {
                        None => break,
                        Some(Err(e)) => {
                            warn!("Bedrock stream error: {}", e);
                            break;
                        }
                        Some(Ok(bytes)) => {
                            buffer.push_str(&String::from_utf8_lossy(&bytes));

                            // Try to parse complete JSON objects
                            while let Some(pos) = buffer.find('\n') {
                                let line = buffer[..pos].trim().to_string();
                                buffer = buffer[pos + 1..].to_string();

                                if line.is_empty() {
                                    continue;
                                }

                                let event: BedrockEvent = match serde_json::from_str(&line) {
                                    Ok(e) => e,
                                    Err(_) => continue,
                                };

                                match event {
                                    BedrockEvent::ContentBlockDelta { delta, .. } => {
                                        if let Some(text) = delta.text {
                                            let text_idx = content.iter().position(|c| matches!(c, Content::Text { .. }));
                                            let idx = match text_idx {
                                                Some(i) => i,
                                                None => {
                                                    content.push(Content::Text { text: String::new() });
                                                    content.len() - 1
                                                }
                                            };
                                            if let Some(Content::Text { text: t }) = content.get_mut(idx) {
                                                t.push_str(&text);
                                            }
                                            let _ = tx.send(StreamEvent::TextDelta {
                                                content_index: idx,
                                                delta: text,
                                            });
                                        }
                                        if let Some(tool_use) = delta.tool_use {
                                            let _ = tx.send(StreamEvent::ToolCallDelta {
                                                content_index: content.len(),
                                                delta: tool_use.input,
                                            });
                                        }
                                        if let Some(reasoning) = delta.reasoning_content {
                                            let think_idx = content.iter().position(|c| matches!(c, Content::Thinking { .. }));
                                            let idx = match think_idx {
                                                Some(i) => i,
                                                None => {
                                                    content.push(Content::thinking(String::new()));
                                                    content.len() - 1
                                                }
                                            };
                                            if let Some(Content::Thinking { thinking, signature }) = content.get_mut(idx) {
                                                if let Some(text) = reasoning.text {
                                                    thinking.push_str(&text);
                                                    let _ = tx.send(StreamEvent::ThinkingDelta {
                                                        content_index: idx,
                                                        delta: text,
                                                    });
                                                }
                                                if reasoning.signature.is_some() {
                                                    *signature = reasoning.signature;
                                                }
                                            }
                                        }
                                    }
                                    BedrockEvent::ContentBlockStart { start, .. } => {
                                        if let Some(tool_use) = start.tool_use {
                                            let idx = content.len();
                                            content.push(Content::ToolCall { provider_metadata: None,
                                                id: tool_use.tool_use_id.clone(),
                                                name: tool_use.name.clone(),
                                                arguments: serde_json::Value::Object(Default::default()),
                                            });
                                            let _ = tx.send(StreamEvent::ToolCallStart {
                                                content_index: idx,
                                                id: tool_use.tool_use_id,
                                                name: tool_use.name,
                                            });
                                        }
                                    }
                                    BedrockEvent::ContentBlockStop { .. } => {
                                        if content.iter().any(|c| matches!(c, Content::ToolCall { .. })) {
                                            let _ = tx.send(StreamEvent::ToolCallEnd {
                                                content_index: content.len() - 1,
                                            });
                                        }
                                    }
                                    BedrockEvent::MessageStop { stop_reason: sr } => {
                                        stop_reason = match sr.as_deref() {
                                            Some("end_turn") => StopReason::Stop,
                                            Some("max_tokens") => StopReason::Length,
                                            Some("tool_use") => StopReason::ToolUse,
                                            _ => StopReason::Stop,
                                        };
                                    }
                                    BedrockEvent::Metadata { usage: u } => {
                                        if let Some(u) = u {
                                            usage.input = u.input_tokens;
                                            usage.output = u.output_tokens;
                                            usage.total_tokens = u.input_tokens + u.output_tokens;
                                        }
                                    }
                                    BedrockEvent::Unknown => {}
                                }
                            }
                        }
                    }
                }
            }
        }

        let message = Message::Assistant {
            content,
            stop_reason,
            model: config.model.clone(),
            provider: model_config.provider.clone(),
            usage,
            timestamp: now_ms(),
            error_message: None,
        };

        let _ = tx.send(StreamEvent::Done {
            message: message.clone(),
        });
        Ok(message)
    }
}

/// Budget for Bedrock's Anthropic-style thinking per level (matches the
/// legacy Anthropic budget mapping).
fn bedrock_thinking_budget(level: ThinkingLevel) -> u32 {
    match level {
        ThinkingLevel::Off => 0,
        ThinkingLevel::Minimal | ThinkingLevel::Low => 1024,
        ThinkingLevel::Medium => 2048,
        ThinkingLevel::High => 8192,
    }
}

fn build_bedrock_body(config: &StreamConfig) -> serde_json::Value {
    let mut messages: Vec<serde_json::Value> = Vec::new();

    for msg in &config.messages {
        match msg {
            Message::User { content, .. } => {
                let blocks = content_to_bedrock(content);
                messages.push(serde_json::json!({"role": "user", "content": blocks}));
            }
            Message::Assistant { content, .. } => {
                let blocks = content_to_bedrock(content);
                messages.push(serde_json::json!({"role": "assistant", "content": blocks}));
            }
            Message::ToolResult {
                tool_call_id,
                content,
                is_error,
                ..
            } => {
                // Build content blocks for tool result (text + images)
                let tool_content: Vec<serde_json::Value> = content
                    .iter()
                    .filter(|c| !matches!(c, Content::Text { text } if text.is_empty()))
                    .filter_map(|c| match c {
                        Content::Text { text } => Some(serde_json::json!({"text": text})),
                        Content::Image { data, mime_type } => Some(serde_json::json!({
                            "image": {
                                "format": mime_type.split('/').nth(1).unwrap_or("png"),
                                "source": {"bytes": data},
                            }
                        })),
                        _ => None,
                    })
                    .collect();

                let tool_content = if tool_content.is_empty() {
                    vec![serde_json::json!({"text": ""})]
                } else {
                    tool_content
                };

                messages.push(serde_json::json!({
                    "role": "user",
                    "content": [{
                        "toolResult": {
                            "toolUseId": tool_call_id,
                            "content": tool_content,
                            "status": if *is_error { "error" } else { "success" },
                        }
                    }],
                }));
            }
        }
    }

    let mut body = serde_json::json!({"messages": messages});

    if !config.system_prompt.is_empty() {
        body["system"] = serde_json::json!([{"text": config.system_prompt}]);
    }

    let mut inference_config = serde_json::json!({});
    if let Some(max) = config.max_tokens {
        inference_config["maxTokens"] = serde_json::json!(max);
    }
    if let Some(temp) = config.temperature {
        inference_config["temperature"] = serde_json::json!(temp);
    }
    if inference_config != serde_json::json!({}) {
        body["inferenceConfig"] = inference_config;
    }

    // Thinking: Claude models on Bedrock take Anthropic's budget-based
    // thinking via additionalModelRequestFields (same budgets as the
    // pre-adaptive Anthropic path).
    if config.thinking_level != ThinkingLevel::Off {
        body["additionalModelRequestFields"] = serde_json::json!({
            "thinking": {
                "type": "enabled",
                "budget_tokens": bedrock_thinking_budget(config.thinking_level),
            }
        });
    }

    if !config.tools.is_empty() {
        let tools: Vec<serde_json::Value> = config
            .tools
            .iter()
            .map(|t| {
                serde_json::json!({
                    "toolSpec": {
                        "name": t.name,
                        "description": t.description,
                        "inputSchema": {"json": t.parameters},
                    }
                })
            })
            .collect();
        body["toolConfig"] = serde_json::json!({"tools": tools});
    }

    body
}

fn content_to_bedrock(content: &[Content]) -> Vec<serde_json::Value> {
    content
        .iter()
        .filter(|c| !matches!(c, Content::Text { text } if text.is_empty()))
        .map(|c| match c {
            Content::Text { text } => serde_json::json!({"text": text}),
            Content::Image { data, mime_type } => serde_json::json!({
                "image": {
                    "format": mime_type.split('/').nth(1).unwrap_or("png"),
                    "source": {"bytes": data},
                }
            }),
            Content::ToolCall {
                id,
                name,
                arguments,
                ..
            } => serde_json::json!({
                "toolUse": {"toolUseId": id, "name": name, "input": arguments},
            }),
            // Replay reasoning blocks: Anthropic-on-Bedrock requires the
            // thinking block (with signature) to accompany a replayed
            // assistant message in multi-turn tool use — dropping it causes a
            // ValidationException on the next call.
            Content::Thinking {
                thinking,
                signature,
            } => serde_json::json!({
                "reasoningContent": {
                    "reasoningText": {
                        "text": thinking,
                        "signature": signature.clone().unwrap_or_default(),
                    }
                }
            }),
        })
        .collect()
}

// Bedrock event types
#[derive(Deserialize)]
#[serde(untagged)]
enum BedrockEvent {
    ContentBlockDelta {
        #[serde(rename = "contentBlockDelta")]
        delta: BedrockDelta,
    },
    ContentBlockStart {
        #[serde(rename = "contentBlockStart")]
        start: BedrockBlockStart,
    },
    ContentBlockStop {
        #[serde(rename = "contentBlockStop")]
        #[allow(dead_code)]
        stop: serde_json::Value,
    },
    MessageStop {
        #[serde(rename = "messageStop")]
        stop_reason: Option<String>,
    },
    Metadata {
        #[serde(rename = "metadata")]
        usage: Option<BedrockUsage>,
    },
    Unknown,
}

#[derive(Deserialize)]
struct BedrockDelta {
    #[serde(default)]
    text: Option<String>,
    #[serde(default, rename = "toolUse")]
    tool_use: Option<BedrockToolUseDelta>,
    #[serde(default, rename = "reasoningContent")]
    reasoning_content: Option<BedrockReasoningDelta>,
}

#[derive(Deserialize)]
struct BedrockReasoningDelta {
    #[serde(default)]
    text: Option<String>,
    #[serde(default)]
    signature: Option<String>,
}

#[derive(Deserialize)]
struct BedrockToolUseDelta {
    input: String,
}

#[derive(Deserialize)]
struct BedrockBlockStart {
    #[serde(default, rename = "toolUse")]
    tool_use: Option<BedrockToolUseStart>,
}

#[derive(Deserialize)]
struct BedrockToolUseStart {
    #[serde(rename = "toolUseId")]
    tool_use_id: String,
    name: String,
}

#[derive(Deserialize)]
struct BedrockUsage {
    #[serde(default, rename = "inputTokens")]
    input_tokens: u64,
    #[serde(default, rename = "outputTokens")]
    output_tokens: u64,
}

#[cfg(test)]
mod tests {
    use super::*;

    #[test]
    fn thinking_blocks_are_replayed_with_signature() {
        // Anthropic-on-Bedrock rejects replayed assistant messages whose
        // thinking block was dropped — pin that we serialize it back.
        let mut config = StreamConfig::new("anthropic.claude-sonnet", "a:b");
        config.messages = vec![
            Message::user("go"),
            Message::assistant(
                vec![
                    Content::thinking_signed("chain of thought", "sig-1"),
                    Content::Text {
                        text: "answer".into(),
                    },
                ],
                StopReason::Stop,
                "m",
                "bedrock",
                Usage::default(),
            ),
        ];
        let body = build_bedrock_body(&config);
        let assistant_content = body["messages"][1]["content"].as_array().unwrap();
        let reasoning = assistant_content
            .iter()
            .find(|b| b.get("reasoningContent").is_some())
            .expect("thinking block must be replayed");
        assert_eq!(
            reasoning["reasoningContent"]["reasoningText"]["text"],
            "chain of thought"
        );
        assert_eq!(
            reasoning["reasoningContent"]["reasoningText"]["signature"],
            "sig-1"
        );
    }

    #[test]
    fn thinking_level_sets_additional_model_request_fields() {
        let config = StreamConfig {
            model: "anthropic.claude-sonnet".into(),
            system_prompt: "".into(),
            messages: vec![Message::user("hi")],
            tools: vec![],
            thinking_level: ThinkingLevel::High,
            api_key: "a:b".into(),
            max_tokens: Some(1024),
            temperature: None,
            model_config: None,
            cache_config: CacheConfig::default(),
            output_schema: None,
        };
        let body = build_bedrock_body(&config);
        let thinking = &body["additionalModelRequestFields"]["thinking"];
        assert_eq!(thinking["type"], "enabled");
        assert_eq!(thinking["budget_tokens"], 8192);
    }

    #[test]
    fn thinking_off_omits_additional_fields() {
        let config = StreamConfig {
            model: "anthropic.claude-sonnet".into(),
            system_prompt: "".into(),
            messages: vec![Message::user("hi")],
            tools: vec![],
            thinking_level: ThinkingLevel::Off,
            api_key: "a:b".into(),
            max_tokens: Some(1024),
            temperature: None,
            model_config: None,
            cache_config: CacheConfig::default(),
            output_schema: None,
        };
        let body = build_bedrock_body(&config);
        assert!(body["additionalModelRequestFields"].is_null());
    }

    #[test]
    fn test_build_bedrock_body() {
        let config = StreamConfig {
            model: "anthropic.claude-3-sonnet-20240229-v1:0".into(),
            system_prompt: "Be helpful".into(),
            messages: vec![Message::user("Hello")],
            tools: vec![],
            thinking_level: ThinkingLevel::Off,
            api_key: "key:secret".into(),
            max_tokens: Some(1024),
            temperature: None,
            model_config: None,
            cache_config: CacheConfig::default(),
            output_schema: None,
        };

        let body = build_bedrock_body(&config);
        assert!(body["messages"].is_array());
        assert_eq!(body["messages"][0]["role"], "user");
        assert!(body["system"].is_array());
        assert_eq!(body["inferenceConfig"]["maxTokens"], 1024);
    }

    #[test]
    fn test_content_to_bedrock_filters_empty_text() {
        let content = vec![
            Content::Text { text: "".into() },
            Content::Text {
                text: "hello".into(),
            },
            Content::Text { text: "".into() },
        ];
        let blocks = content_to_bedrock(&content);
        assert_eq!(blocks.len(), 1);
        assert_eq!(blocks[0]["text"], "hello");
    }

    #[test]
    fn test_content_to_bedrock() {
        let content = vec![
            Content::Text {
                text: "hello".into(),
            },
            Content::ToolCall {
                provider_metadata: None,
                id: "tc-1".into(),
                name: "bash".into(),
                arguments: serde_json::json!({"command": "ls"}),
            },
        ];
        let blocks = content_to_bedrock(&content);
        assert_eq!(blocks.len(), 2);
        assert_eq!(blocks[0]["text"], "hello");
        assert_eq!(blocks[1]["toolUse"]["name"], "bash");
    }
}