1package anthropic
  2
  3import (
  4	"cmp"
  5	"context"
  6	"encoding/base64"
  7	"encoding/json"
  8	"errors"
  9	"fmt"
 10	"io"
 11	"maps"
 12	"strings"
 13
 14	"github.com/anthropics/anthropic-sdk-go"
 15	"github.com/anthropics/anthropic-sdk-go/option"
 16	"github.com/anthropics/anthropic-sdk-go/packages/param"
 17	"github.com/charmbracelet/fantasy/ai"
 18)
 19
 20const (
 21	Name       = "anthropic"
 22	DefaultURL = "https://api.anthropic.com"
 23)
 24
 25type options struct {
 26	baseURL string
 27	apiKey  string
 28	name    string
 29	headers map[string]string
 30	client  option.HTTPClient
 31}
 32
 33type provider struct {
 34	options options
 35}
 36
 37type Option = func(*options)
 38
 39func New(opts ...Option) ai.Provider {
 40	providerOptions := options{
 41		headers: map[string]string{},
 42	}
 43	for _, o := range opts {
 44		o(&providerOptions)
 45	}
 46
 47	providerOptions.baseURL = cmp.Or(providerOptions.baseURL, DefaultURL)
 48	providerOptions.name = cmp.Or(providerOptions.name, Name)
 49	return &provider{options: providerOptions}
 50}
 51
 52func WithBaseURL(baseURL string) Option {
 53	return func(o *options) {
 54		o.baseURL = baseURL
 55	}
 56}
 57
 58func WithAPIKey(apiKey string) Option {
 59	return func(o *options) {
 60		o.apiKey = apiKey
 61	}
 62}
 63
 64func WithName(name string) Option {
 65	return func(o *options) {
 66		o.name = name
 67	}
 68}
 69
 70func WithHeaders(headers map[string]string) Option {
 71	return func(o *options) {
 72		maps.Copy(o.headers, headers)
 73	}
 74}
 75
 76func WithHTTPClient(client option.HTTPClient) Option {
 77	return func(o *options) {
 78		o.client = client
 79	}
 80}
 81
 82func (a *provider) LanguageModel(modelID string) (ai.LanguageModel, error) {
 83	anthropicClientOptions := []option.RequestOption{}
 84	if a.options.apiKey != "" {
 85		anthropicClientOptions = append(anthropicClientOptions, option.WithAPIKey(a.options.apiKey))
 86	}
 87	if a.options.baseURL != "" {
 88		anthropicClientOptions = append(anthropicClientOptions, option.WithBaseURL(a.options.baseURL))
 89	}
 90
 91	for key, value := range a.options.headers {
 92		anthropicClientOptions = append(anthropicClientOptions, option.WithHeader(key, value))
 93	}
 94
 95	if a.options.client != nil {
 96		anthropicClientOptions = append(anthropicClientOptions, option.WithHTTPClient(a.options.client))
 97	}
 98	return languageModel{
 99		modelID:  modelID,
100		provider: a.options.name,
101		options:  a.options,
102		client:   anthropic.NewClient(anthropicClientOptions...),
103	}, nil
104}
105
106type languageModel struct {
107	provider string
108	modelID  string
109	client   anthropic.Client
110	options  options
111}
112
113// Model implements ai.LanguageModel.
114func (a languageModel) Model() string {
115	return a.modelID
116}
117
118// Provider implements ai.LanguageModel.
119func (a languageModel) Provider() string {
120	return a.provider
121}
122
123func (a languageModel) prepareParams(call ai.Call) (*anthropic.MessageNewParams, []ai.CallWarning, error) {
124	params := &anthropic.MessageNewParams{}
125	providerOptions := &ProviderOptions{}
126	if v, ok := call.ProviderOptions[Name]; ok {
127		providerOptions, ok = v.(*ProviderOptions)
128		if !ok {
129			return nil, nil, ai.NewInvalidArgumentError("providerOptions", "anthropic provider options should be *anthropic.ProviderOptions", nil)
130		}
131	}
132	sendReasoning := true
133	if providerOptions.SendReasoning != nil {
134		sendReasoning = *providerOptions.SendReasoning
135	}
136	systemBlocks, messages, warnings := toPrompt(call.Prompt, sendReasoning)
137
138	if call.FrequencyPenalty != nil {
139		warnings = append(warnings, ai.CallWarning{
140			Type:    ai.CallWarningTypeUnsupportedSetting,
141			Setting: "FrequencyPenalty",
142		})
143	}
144	if call.PresencePenalty != nil {
145		warnings = append(warnings, ai.CallWarning{
146			Type:    ai.CallWarningTypeUnsupportedSetting,
147			Setting: "PresencePenalty",
148		})
149	}
150
151	params.System = systemBlocks
152	params.Messages = messages
153	params.Model = anthropic.Model(a.modelID)
154	params.MaxTokens = 4096
155
156	if call.MaxOutputTokens != nil {
157		params.MaxTokens = *call.MaxOutputTokens
158	}
159
160	if call.Temperature != nil {
161		params.Temperature = param.NewOpt(*call.Temperature)
162	}
163	if call.TopK != nil {
164		params.TopK = param.NewOpt(*call.TopK)
165	}
166	if call.TopP != nil {
167		params.TopP = param.NewOpt(*call.TopP)
168	}
169
170	isThinking := false
171	var thinkingBudget int64
172	if providerOptions.Thinking != nil {
173		isThinking = true
174		thinkingBudget = providerOptions.Thinking.BudgetTokens
175	}
176	if isThinking {
177		if thinkingBudget == 0 {
178			return nil, nil, ai.NewUnsupportedFunctionalityError("thinking requires budget", "")
179		}
180		params.Thinking = anthropic.ThinkingConfigParamOfEnabled(thinkingBudget)
181		if call.Temperature != nil {
182			params.Temperature = param.Opt[float64]{}
183			warnings = append(warnings, ai.CallWarning{
184				Type:    ai.CallWarningTypeUnsupportedSetting,
185				Setting: "temperature",
186				Details: "temperature is not supported when thinking is enabled",
187			})
188		}
189		if call.TopP != nil {
190			params.TopP = param.Opt[float64]{}
191			warnings = append(warnings, ai.CallWarning{
192				Type:    ai.CallWarningTypeUnsupportedSetting,
193				Setting: "TopP",
194				Details: "TopP is not supported when thinking is enabled",
195			})
196		}
197		if call.TopK != nil {
198			params.TopK = param.Opt[int64]{}
199			warnings = append(warnings, ai.CallWarning{
200				Type:    ai.CallWarningTypeUnsupportedSetting,
201				Setting: "TopK",
202				Details: "TopK is not supported when thinking is enabled",
203			})
204		}
205		params.MaxTokens = params.MaxTokens + thinkingBudget
206	}
207
208	if len(call.Tools) > 0 {
209		disableParallelToolUse := false
210		if providerOptions.DisableParallelToolUse != nil {
211			disableParallelToolUse = *providerOptions.DisableParallelToolUse
212		}
213		tools, toolChoice, toolWarnings := toTools(call.Tools, call.ToolChoice, disableParallelToolUse)
214		params.Tools = tools
215		if toolChoice != nil {
216			params.ToolChoice = *toolChoice
217		}
218		warnings = append(warnings, toolWarnings...)
219	}
220
221	return params, warnings, nil
222}
223
224func (a *provider) ParseOptions(data map[string]any) (ai.ProviderOptionsData, error) {
225	var options ProviderOptions
226	if err := ai.ParseOptions(data, &options); err != nil {
227		return nil, err
228	}
229	return &options, nil
230}
231
232func (a *provider) Name() string {
233	return Name
234}
235
236func getCacheControl(providerOptions ai.ProviderOptions) *CacheControl {
237	if anthropicOptions, ok := providerOptions[Name]; ok {
238		if options, ok := anthropicOptions.(*ProviderCacheControlOptions); ok {
239			return &options.CacheControl
240		}
241	}
242	return nil
243}
244
245func getReasoningMetadata(providerOptions ai.ProviderOptions) *ReasoningOptionMetadata {
246	if anthropicOptions, ok := providerOptions[Name]; ok {
247		if reasoning, ok := anthropicOptions.(*ReasoningOptionMetadata); ok {
248			return reasoning
249		}
250	}
251	return nil
252}
253
254type messageBlock struct {
255	Role     ai.MessageRole
256	Messages []ai.Message
257}
258
259func groupIntoBlocks(prompt ai.Prompt) []*messageBlock {
260	var blocks []*messageBlock
261
262	var currentBlock *messageBlock
263
264	for _, msg := range prompt {
265		switch msg.Role {
266		case ai.MessageRoleSystem:
267			if currentBlock == nil || currentBlock.Role != ai.MessageRoleSystem {
268				currentBlock = &messageBlock{
269					Role:     ai.MessageRoleSystem,
270					Messages: []ai.Message{},
271				}
272				blocks = append(blocks, currentBlock)
273			}
274			currentBlock.Messages = append(currentBlock.Messages, msg)
275		case ai.MessageRoleUser:
276			if currentBlock == nil || currentBlock.Role != ai.MessageRoleUser {
277				currentBlock = &messageBlock{
278					Role:     ai.MessageRoleUser,
279					Messages: []ai.Message{},
280				}
281				blocks = append(blocks, currentBlock)
282			}
283			currentBlock.Messages = append(currentBlock.Messages, msg)
284		case ai.MessageRoleAssistant:
285			if currentBlock == nil || currentBlock.Role != ai.MessageRoleAssistant {
286				currentBlock = &messageBlock{
287					Role:     ai.MessageRoleAssistant,
288					Messages: []ai.Message{},
289				}
290				blocks = append(blocks, currentBlock)
291			}
292			currentBlock.Messages = append(currentBlock.Messages, msg)
293		case ai.MessageRoleTool:
294			if currentBlock == nil || currentBlock.Role != ai.MessageRoleUser {
295				currentBlock = &messageBlock{
296					Role:     ai.MessageRoleUser,
297					Messages: []ai.Message{},
298				}
299				blocks = append(blocks, currentBlock)
300			}
301			currentBlock.Messages = append(currentBlock.Messages, msg)
302		}
303	}
304	return blocks
305}
306
307func toTools(tools []ai.Tool, toolChoice *ai.ToolChoice, disableParallelToolCalls bool) (anthropicTools []anthropic.ToolUnionParam, anthropicToolChoice *anthropic.ToolChoiceUnionParam, warnings []ai.CallWarning) {
308	for _, tool := range tools {
309		if tool.GetType() == ai.ToolTypeFunction {
310			ft, ok := tool.(ai.FunctionTool)
311			if !ok {
312				continue
313			}
314			required := []string{}
315			var properties any
316			if props, ok := ft.InputSchema["properties"]; ok {
317				properties = props
318			}
319			if req, ok := ft.InputSchema["required"]; ok {
320				if reqArr, ok := req.([]string); ok {
321					required = reqArr
322				}
323			}
324			cacheControl := getCacheControl(ft.ProviderOptions)
325
326			anthropicTool := anthropic.ToolParam{
327				Name:        ft.Name,
328				Description: anthropic.String(ft.Description),
329				InputSchema: anthropic.ToolInputSchemaParam{
330					Properties: properties,
331					Required:   required,
332				},
333			}
334			if cacheControl != nil {
335				anthropicTool.CacheControl = anthropic.NewCacheControlEphemeralParam()
336			}
337			anthropicTools = append(anthropicTools, anthropic.ToolUnionParam{OfTool: &anthropicTool})
338			continue
339		}
340		// TODO: handle provider tool calls
341		warnings = append(warnings, ai.CallWarning{
342			Type:    ai.CallWarningTypeUnsupportedTool,
343			Tool:    tool,
344			Message: "tool is not supported",
345		})
346	}
347	if toolChoice == nil {
348		if disableParallelToolCalls {
349			anthropicToolChoice = &anthropic.ToolChoiceUnionParam{
350				OfAuto: &anthropic.ToolChoiceAutoParam{
351					Type:                   "auto",
352					DisableParallelToolUse: param.NewOpt(disableParallelToolCalls),
353				},
354			}
355		}
356		return anthropicTools, anthropicToolChoice, warnings
357	}
358
359	switch *toolChoice {
360	case ai.ToolChoiceAuto:
361		anthropicToolChoice = &anthropic.ToolChoiceUnionParam{
362			OfAuto: &anthropic.ToolChoiceAutoParam{
363				Type:                   "auto",
364				DisableParallelToolUse: param.NewOpt(disableParallelToolCalls),
365			},
366		}
367	case ai.ToolChoiceRequired:
368		anthropicToolChoice = &anthropic.ToolChoiceUnionParam{
369			OfAny: &anthropic.ToolChoiceAnyParam{
370				Type:                   "any",
371				DisableParallelToolUse: param.NewOpt(disableParallelToolCalls),
372			},
373		}
374	case ai.ToolChoiceNone:
375		return anthropicTools, anthropicToolChoice, warnings
376	default:
377		anthropicToolChoice = &anthropic.ToolChoiceUnionParam{
378			OfTool: &anthropic.ToolChoiceToolParam{
379				Type:                   "tool",
380				Name:                   string(*toolChoice),
381				DisableParallelToolUse: param.NewOpt(disableParallelToolCalls),
382			},
383		}
384	}
385	return anthropicTools, anthropicToolChoice, warnings
386}
387
388func toPrompt(prompt ai.Prompt, sendReasoningData bool) ([]anthropic.TextBlockParam, []anthropic.MessageParam, []ai.CallWarning) {
389	var systemBlocks []anthropic.TextBlockParam
390	var messages []anthropic.MessageParam
391	var warnings []ai.CallWarning
392
393	blocks := groupIntoBlocks(prompt)
394	finishedSystemBlock := false
395	for _, block := range blocks {
396		switch block.Role {
397		case ai.MessageRoleSystem:
398			if finishedSystemBlock {
399				// skip multiple system messages that are separated by user/assistant messages
400				// TODO: see if we need to send error here?
401				continue
402			}
403			finishedSystemBlock = true
404			for _, msg := range block.Messages {
405				for _, part := range msg.Content {
406					cacheControl := getCacheControl(part.Options())
407					text, ok := ai.AsMessagePart[ai.TextPart](part)
408					if !ok {
409						continue
410					}
411					textBlock := anthropic.TextBlockParam{
412						Text: text.Text,
413					}
414					if cacheControl != nil {
415						textBlock.CacheControl = anthropic.NewCacheControlEphemeralParam()
416					}
417					systemBlocks = append(systemBlocks, textBlock)
418				}
419			}
420
421		case ai.MessageRoleUser:
422			var anthropicContent []anthropic.ContentBlockParamUnion
423			for _, msg := range block.Messages {
424				if msg.Role == ai.MessageRoleUser {
425					for i, part := range msg.Content {
426						isLastPart := i == len(msg.Content)-1
427						cacheControl := getCacheControl(part.Options())
428						if cacheControl == nil && isLastPart {
429							cacheControl = getCacheControl(msg.ProviderOptions)
430						}
431						switch part.GetType() {
432						case ai.ContentTypeText:
433							text, ok := ai.AsMessagePart[ai.TextPart](part)
434							if !ok {
435								continue
436							}
437							textBlock := &anthropic.TextBlockParam{
438								Text: text.Text,
439							}
440							if cacheControl != nil {
441								textBlock.CacheControl = anthropic.NewCacheControlEphemeralParam()
442							}
443							anthropicContent = append(anthropicContent, anthropic.ContentBlockParamUnion{
444								OfText: textBlock,
445							})
446						case ai.ContentTypeFile:
447							file, ok := ai.AsMessagePart[ai.FilePart](part)
448							if !ok {
449								continue
450							}
451							// TODO: handle other file types
452							if !strings.HasPrefix(file.MediaType, "image/") {
453								continue
454							}
455
456							base64Encoded := base64.StdEncoding.EncodeToString(file.Data)
457							imageBlock := anthropic.NewImageBlockBase64(file.MediaType, base64Encoded)
458							if cacheControl != nil {
459								imageBlock.OfImage.CacheControl = anthropic.NewCacheControlEphemeralParam()
460							}
461							anthropicContent = append(anthropicContent, imageBlock)
462						}
463					}
464				} else if msg.Role == ai.MessageRoleTool {
465					for i, part := range msg.Content {
466						isLastPart := i == len(msg.Content)-1
467						cacheControl := getCacheControl(part.Options())
468						if cacheControl == nil && isLastPart {
469							cacheControl = getCacheControl(msg.ProviderOptions)
470						}
471						result, ok := ai.AsMessagePart[ai.ToolResultPart](part)
472						if !ok {
473							continue
474						}
475						toolResultBlock := anthropic.ToolResultBlockParam{
476							ToolUseID: result.ToolCallID,
477						}
478						switch result.Output.GetType() {
479						case ai.ToolResultContentTypeText:
480							content, ok := ai.AsToolResultOutputType[ai.ToolResultOutputContentText](result.Output)
481							if !ok {
482								continue
483							}
484							toolResultBlock.Content = []anthropic.ToolResultBlockParamContentUnion{
485								{
486									OfText: &anthropic.TextBlockParam{
487										Text: content.Text,
488									},
489								},
490							}
491						case ai.ToolResultContentTypeMedia:
492							content, ok := ai.AsToolResultOutputType[ai.ToolResultOutputContentMedia](result.Output)
493							if !ok {
494								continue
495							}
496							toolResultBlock.Content = []anthropic.ToolResultBlockParamContentUnion{
497								{
498									OfImage: anthropic.NewImageBlockBase64(content.MediaType, content.Data).OfImage,
499								},
500							}
501						case ai.ToolResultContentTypeError:
502							content, ok := ai.AsToolResultOutputType[ai.ToolResultOutputContentError](result.Output)
503							if !ok {
504								continue
505							}
506							toolResultBlock.Content = []anthropic.ToolResultBlockParamContentUnion{
507								{
508									OfText: &anthropic.TextBlockParam{
509										Text: content.Error.Error(),
510									},
511								},
512							}
513							toolResultBlock.IsError = param.NewOpt(true)
514						}
515						if cacheControl != nil {
516							toolResultBlock.CacheControl = anthropic.NewCacheControlEphemeralParam()
517						}
518						anthropicContent = append(anthropicContent, anthropic.ContentBlockParamUnion{
519							OfToolResult: &toolResultBlock,
520						})
521					}
522				}
523			}
524			messages = append(messages, anthropic.NewUserMessage(anthropicContent...))
525		case ai.MessageRoleAssistant:
526			var anthropicContent []anthropic.ContentBlockParamUnion
527			for _, msg := range block.Messages {
528				for i, part := range msg.Content {
529					isLastPart := i == len(msg.Content)-1
530					cacheControl := getCacheControl(part.Options())
531					if cacheControl == nil && isLastPart {
532						cacheControl = getCacheControl(msg.ProviderOptions)
533					}
534					switch part.GetType() {
535					case ai.ContentTypeText:
536						text, ok := ai.AsMessagePart[ai.TextPart](part)
537						if !ok {
538							continue
539						}
540						textBlock := &anthropic.TextBlockParam{
541							Text: text.Text,
542						}
543						if cacheControl != nil {
544							textBlock.CacheControl = anthropic.NewCacheControlEphemeralParam()
545						}
546						anthropicContent = append(anthropicContent, anthropic.ContentBlockParamUnion{
547							OfText: textBlock,
548						})
549					case ai.ContentTypeReasoning:
550						reasoning, ok := ai.AsMessagePart[ai.ReasoningPart](part)
551						if !ok {
552							continue
553						}
554						if !sendReasoningData {
555							warnings = append(warnings, ai.CallWarning{
556								Type:    "other",
557								Message: "sending reasoning content is disabled for this model",
558							})
559							continue
560						}
561						reasoningMetadata := getReasoningMetadata(part.Options())
562						if reasoningMetadata == nil {
563							warnings = append(warnings, ai.CallWarning{
564								Type:    "other",
565								Message: "unsupported reasoning metadata",
566							})
567							continue
568						}
569
570						if reasoningMetadata.Signature != "" {
571							anthropicContent = append(anthropicContent, anthropic.NewThinkingBlock(reasoningMetadata.Signature, reasoning.Text))
572						} else if reasoningMetadata.RedactedData != "" {
573							anthropicContent = append(anthropicContent, anthropic.NewRedactedThinkingBlock(reasoningMetadata.RedactedData))
574						} else {
575							warnings = append(warnings, ai.CallWarning{
576								Type:    "other",
577								Message: "unsupported reasoning metadata",
578							})
579							continue
580						}
581					case ai.ContentTypeToolCall:
582						toolCall, ok := ai.AsMessagePart[ai.ToolCallPart](part)
583						if !ok {
584							continue
585						}
586						if toolCall.ProviderExecuted {
587							// TODO: implement provider executed call
588							continue
589						}
590
591						var inputMap map[string]any
592						err := json.Unmarshal([]byte(toolCall.Input), &inputMap)
593						if err != nil {
594							continue
595						}
596						toolUseBlock := anthropic.NewToolUseBlock(toolCall.ToolCallID, inputMap, toolCall.ToolName)
597						if cacheControl != nil {
598							toolUseBlock.OfToolUse.CacheControl = anthropic.NewCacheControlEphemeralParam()
599						}
600						anthropicContent = append(anthropicContent, toolUseBlock)
601					case ai.ContentTypeToolResult:
602						// TODO: implement provider executed tool result
603					}
604				}
605			}
606			messages = append(messages, anthropic.NewAssistantMessage(anthropicContent...))
607		}
608	}
609	return systemBlocks, messages, warnings
610}
611
612func (o languageModel) handleError(err error) error {
613	var apiErr *anthropic.Error
614	if errors.As(err, &apiErr) {
615		requestDump := apiErr.DumpRequest(true)
616		responseDump := apiErr.DumpResponse(true)
617		headers := map[string]string{}
618		for k, h := range apiErr.Response.Header {
619			v := h[len(h)-1]
620			headers[strings.ToLower(k)] = v
621		}
622		return ai.NewAPICallError(
623			apiErr.Error(),
624			apiErr.Request.URL.String(),
625			string(requestDump),
626			apiErr.StatusCode,
627			headers,
628			string(responseDump),
629			apiErr,
630			false,
631		)
632	}
633	return err
634}
635
636func mapFinishReason(finishReason string) ai.FinishReason {
637	switch finishReason {
638	case "end_turn", "pause_turn", "stop_sequence":
639		return ai.FinishReasonStop
640	case "max_tokens":
641		return ai.FinishReasonLength
642	case "tool_use":
643		return ai.FinishReasonToolCalls
644	default:
645		return ai.FinishReasonUnknown
646	}
647}
648
649// Generate implements ai.LanguageModel.
650func (a languageModel) Generate(ctx context.Context, call ai.Call) (*ai.Response, error) {
651	params, warnings, err := a.prepareParams(call)
652	if err != nil {
653		return nil, err
654	}
655	response, err := a.client.Messages.New(ctx, *params)
656	if err != nil {
657		return nil, a.handleError(err)
658	}
659
660	var content []ai.Content
661	for _, block := range response.Content {
662		switch block.Type {
663		case "text":
664			text, ok := block.AsAny().(anthropic.TextBlock)
665			if !ok {
666				continue
667			}
668			content = append(content, ai.TextContent{
669				Text: text.Text,
670			})
671		case "thinking":
672			reasoning, ok := block.AsAny().(anthropic.ThinkingBlock)
673			if !ok {
674				continue
675			}
676			content = append(content, ai.ReasoningContent{
677				Text: reasoning.Thinking,
678				ProviderMetadata: ai.ProviderMetadata{
679					Name: &ReasoningOptionMetadata{
680						Signature: reasoning.Signature,
681					},
682				},
683			})
684		case "redacted_thinking":
685			reasoning, ok := block.AsAny().(anthropic.RedactedThinkingBlock)
686			if !ok {
687				continue
688			}
689			content = append(content, ai.ReasoningContent{
690				Text: "",
691				ProviderMetadata: ai.ProviderMetadata{
692					Name: &ReasoningOptionMetadata{
693						RedactedData: reasoning.Data,
694					},
695				},
696			})
697		case "tool_use":
698			toolUse, ok := block.AsAny().(anthropic.ToolUseBlock)
699			if !ok {
700				continue
701			}
702			content = append(content, ai.ToolCallContent{
703				ToolCallID:       toolUse.ID,
704				ToolName:         toolUse.Name,
705				Input:            string(toolUse.Input),
706				ProviderExecuted: false,
707			})
708		}
709	}
710
711	return &ai.Response{
712		Content: content,
713		Usage: ai.Usage{
714			InputTokens:         response.Usage.InputTokens,
715			OutputTokens:        response.Usage.OutputTokens,
716			TotalTokens:         response.Usage.InputTokens + response.Usage.OutputTokens,
717			CacheCreationTokens: response.Usage.CacheCreationInputTokens,
718			CacheReadTokens:     response.Usage.CacheReadInputTokens,
719		},
720		FinishReason:     mapFinishReason(string(response.StopReason)),
721		ProviderMetadata: ai.ProviderMetadata{},
722		Warnings:         warnings,
723	}, nil
724}
725
726// Stream implements ai.LanguageModel.
727func (a languageModel) Stream(ctx context.Context, call ai.Call) (ai.StreamResponse, error) {
728	params, warnings, err := a.prepareParams(call)
729	if err != nil {
730		return nil, err
731	}
732
733	stream := a.client.Messages.NewStreaming(ctx, *params)
734	acc := anthropic.Message{}
735	return func(yield func(ai.StreamPart) bool) {
736		if len(warnings) > 0 {
737			if !yield(ai.StreamPart{
738				Type:     ai.StreamPartTypeWarnings,
739				Warnings: warnings,
740			}) {
741				return
742			}
743		}
744
745		for stream.Next() {
746			chunk := stream.Current()
747			_ = acc.Accumulate(chunk)
748			switch chunk.Type {
749			case "content_block_start":
750				contentBlockType := chunk.ContentBlock.Type
751				switch contentBlockType {
752				case "text":
753					if !yield(ai.StreamPart{
754						Type: ai.StreamPartTypeTextStart,
755						ID:   fmt.Sprintf("%d", chunk.Index),
756					}) {
757						return
758					}
759				case "thinking":
760					if !yield(ai.StreamPart{
761						Type: ai.StreamPartTypeReasoningStart,
762						ID:   fmt.Sprintf("%d", chunk.Index),
763					}) {
764						return
765					}
766				case "redacted_thinking":
767					if !yield(ai.StreamPart{
768						Type: ai.StreamPartTypeReasoningStart,
769						ID:   fmt.Sprintf("%d", chunk.Index),
770						ProviderMetadata: ai.ProviderMetadata{
771							Name: &ReasoningOptionMetadata{
772								RedactedData: chunk.ContentBlock.Data,
773							},
774						},
775					}) {
776						return
777					}
778				case "tool_use":
779					if !yield(ai.StreamPart{
780						Type:          ai.StreamPartTypeToolInputStart,
781						ID:            chunk.ContentBlock.ID,
782						ToolCallName:  chunk.ContentBlock.Name,
783						ToolCallInput: "",
784					}) {
785						return
786					}
787				}
788			case "content_block_stop":
789				if len(acc.Content)-1 < int(chunk.Index) {
790					continue
791				}
792				contentBlock := acc.Content[int(chunk.Index)]
793				switch contentBlock.Type {
794				case "text":
795					if !yield(ai.StreamPart{
796						Type: ai.StreamPartTypeTextEnd,
797						ID:   fmt.Sprintf("%d", chunk.Index),
798					}) {
799						return
800					}
801				case "thinking":
802					if !yield(ai.StreamPart{
803						Type: ai.StreamPartTypeReasoningEnd,
804						ID:   fmt.Sprintf("%d", chunk.Index),
805					}) {
806						return
807					}
808				case "tool_use":
809					if !yield(ai.StreamPart{
810						Type: ai.StreamPartTypeToolInputEnd,
811						ID:   contentBlock.ID,
812					}) {
813						return
814					}
815					if !yield(ai.StreamPart{
816						Type:          ai.StreamPartTypeToolCall,
817						ID:            contentBlock.ID,
818						ToolCallName:  contentBlock.Name,
819						ToolCallInput: string(contentBlock.Input),
820					}) {
821						return
822					}
823				}
824			case "content_block_delta":
825				switch chunk.Delta.Type {
826				case "text_delta":
827					if !yield(ai.StreamPart{
828						Type:  ai.StreamPartTypeTextDelta,
829						ID:    fmt.Sprintf("%d", chunk.Index),
830						Delta: chunk.Delta.Text,
831					}) {
832						return
833					}
834				case "thinking_delta":
835					if !yield(ai.StreamPart{
836						Type:  ai.StreamPartTypeReasoningDelta,
837						ID:    fmt.Sprintf("%d", chunk.Index),
838						Delta: chunk.Delta.Thinking,
839					}) {
840						return
841					}
842				case "signature_delta":
843					if !yield(ai.StreamPart{
844						Type: ai.StreamPartTypeReasoningDelta,
845						ID:   fmt.Sprintf("%d", chunk.Index),
846						ProviderMetadata: ai.ProviderMetadata{
847							Name: &ReasoningOptionMetadata{
848								Signature: chunk.Delta.Signature,
849							},
850						},
851					}) {
852						return
853					}
854				case "input_json_delta":
855					if len(acc.Content)-1 < int(chunk.Index) {
856						continue
857					}
858					contentBlock := acc.Content[int(chunk.Index)]
859					if !yield(ai.StreamPart{
860						Type:          ai.StreamPartTypeToolInputDelta,
861						ID:            contentBlock.ID,
862						ToolCallInput: chunk.Delta.PartialJSON,
863					}) {
864						return
865					}
866				}
867			case "message_stop":
868			}
869		}
870
871		err := stream.Err()
872		if err == nil || errors.Is(err, io.EOF) {
873			yield(ai.StreamPart{
874				Type:         ai.StreamPartTypeFinish,
875				ID:           acc.ID,
876				FinishReason: mapFinishReason(string(acc.StopReason)),
877				Usage: ai.Usage{
878					InputTokens:         acc.Usage.InputTokens,
879					OutputTokens:        acc.Usage.OutputTokens,
880					TotalTokens:         acc.Usage.InputTokens + acc.Usage.OutputTokens,
881					CacheCreationTokens: acc.Usage.CacheCreationInputTokens,
882					CacheReadTokens:     acc.Usage.CacheReadInputTokens,
883				},
884				ProviderMetadata: ai.ProviderMetadata{},
885			})
886			return
887		} else {
888			yield(ai.StreamPart{
889				Type:  ai.StreamPartTypeError,
890				Error: a.handleError(err),
891			})
892			return
893		}
894	}, nil
895}