v0.1.98 d55af26

anthropic.go RawHistoryFolder

1package provider
2
3import (
4	"bytes"
5	"context"
6	"encoding/base64"
7	"encoding/json"
8	"fmt"
9	"io"
10	"net/http"
11	"os"
12	"strings"
13	"time"
14)
15
16const anthropicDefaultBaseURL = "https://api.anthropic.com"
17const anthropicAPIVersion = "2023-06-01"
18
19// Stealth identity used when talking to Anthropic via subscription OAuth.
20// These values mimic the official Claude Code CLI so Anthropic's edge
21// accepts the request; diverging from them causes 429 rate_limit_error
22// or 403 on the very first request.
23const (
24	claudeCodeVersion  = "2.1.75"
25	claudeCodeIdentity = "You are Claude Code, Anthropic's official CLI for Claude."
26)
27
28// Claude Code's canonical tool casing. When running under OAuth we must
29// advertise tool names that match this list (case-insensitive lookup),
30// because Anthropic's backend cross-checks them.
31var claudeCodeToolNames = map[string]string{
32	"read":  "Read",
33	"write": "Write",
34	"edit":  "Edit",
35	"bash":  "Bash",
36	"grep":  "Grep",
37	"glob":  "Glob",
38}
39
40func toClaudeCodeToolName(name string) string {
41	if cc, ok := claudeCodeToolNames[strings.ToLower(name)]; ok {
42		return cc
43	}
44	return name
45}
46
47func fromClaudeCodeToolName(name string, tools []Tool) string {
48	lower := strings.ToLower(name)
49	for _, t := range tools {
50		if strings.ToLower(t.Name) == lower {
51			return t.Name
52		}
53	}
54	return name
55}
56
57// anthropicClient implements Client against the Anthropic Messages API.
58type anthropicClient struct {
59	apiKey   string
60	baseURL  string
61	oauthTok string // when non-empty, send Bearer auth instead of x-api-key
62	http     *http.Client
63
64	// name overrides the default "anthropic" identity. Anthropic-Messages-
65	// compatible third-party endpoints (kimi-coding, fireworks, minimax,
66	// vercel-ai-gateway, etc.) set this so cost lookup / logging / image-
67	// stripping logic can route on a stable provider id.
68	name string
69
70	// headers carries extra request headers (e.g. Kimi Code's X-Msh-*).
71	headers map[string]string
72}
73
74// NewAnthropic creates an Anthropic client using an API key. baseURL may be empty.
75func NewAnthropic(apiKey, baseURL string) Client {
76	if baseURL == "" {
77		baseURL = anthropicDefaultBaseURL
78	}
79	return &anthropicClient{
80		apiKey:  apiKey,
81		baseURL: strings.TrimRight(baseURL, "/"),
82		http:    &http.Client{Timeout: 0},
83	}
84}
85
86// NewAnthropicOAuth creates an Anthropic client using a subscription OAuth access token.
87func NewAnthropicOAuth(accessToken, baseURL string) Client {
88	if baseURL == "" {
89		baseURL = anthropicDefaultBaseURL
90	}
91	return &anthropicClient{
92		oauthTok: accessToken,
93		baseURL:  strings.TrimRight(baseURL, "/"),
94		http:     &http.Client{Timeout: 0},
95	}
96}
97
98func (c *anthropicClient) Name() string {
99	if c.name != "" {
100		return c.name
101	}
102	return "anthropic"
103}
104
105// ---- wire types ----
106
107type anthTextBlock struct {
108	Type         string         `json:"type"` // "text"
109	Text         string         `json:"text"`
110	CacheControl *anthCacheCtrl `json:"cache_control,omitempty"`
111}
112
113type anthImageSource struct {
114	Type      string `json:"type"` // "base64"
115	MediaType string `json:"media_type"`
116	Data      string `json:"data"`
117}
118
119type anthImageBlock struct {
120	Type         string          `json:"type"` // "image"
121	Source       anthImageSource `json:"source"`
122	CacheControl *anthCacheCtrl  `json:"cache_control,omitempty"`
123}
124
125type anthToolUseBlock struct {
126	Type         string          `json:"type"` // "tool_use"
127	ID           string          `json:"id"`
128	Name         string          `json:"name"`
129	Input        json.RawMessage `json:"input"`
130	CacheControl *anthCacheCtrl  `json:"cache_control,omitempty"`
131}
132
133type anthToolResultBlock struct {
134	Type         string          `json:"type"` // "tool_result"
135	ToolUseID    string          `json:"tool_use_id"`
136	Content      json.RawMessage `json:"content"` // string or array of blocks
137	IsError      bool            `json:"is_error,omitempty"`
138	CacheControl *anthCacheCtrl  `json:"cache_control,omitempty"`
139}
140
141type anthCacheCtrl struct {
142	Type string `json:"type"` // "ephemeral"
143	TTL  string `json:"ttl,omitempty"`
144}
145
146type anthMessage struct {
147	Role    string        `json:"role"`
148	Content []interface{} `json:"content"`
149}
150
151type anthSystemBlock struct {
152	Type         string         `json:"type"` // "text"
153	Text         string         `json:"text"`
154	CacheControl *anthCacheCtrl `json:"cache_control,omitempty"`
155}
156
157type anthTool struct {
158	Name         string          `json:"name"`
159	Description  string          `json:"description,omitempty"`
160	InputSchema  json.RawMessage `json:"input_schema"`
161	CacheControl *anthCacheCtrl  `json:"cache_control,omitempty"`
162}
163
164type anthThinking struct {
165	Type         string `json:"type"` // "enabled"
166	BudgetTokens int    `json:"budget_tokens"`
167}
168
169type anthRequest struct {
170	Model       string            `json:"model"`
171	MaxTokens   int               `json:"max_tokens"`
172	System      []anthSystemBlock `json:"system,omitempty"`
173	Messages    []anthMessage     `json:"messages"`
174	Tools       []anthTool        `json:"tools,omitempty"`
175	Temperature *float32          `json:"temperature,omitempty"`
176	Thinking    *anthThinking     `json:"thinking,omitempty"`
177	Stream      bool              `json:"stream"`
178}
179
180// ---- request building ----
181
182func (c *anthropicClient) buildRequest(req Request) (*anthRequest, error) {
183	// Look up under the client's actual provider id, which may be "anthropic"
184	// (default) or a third party that speaks the Anthropic Messages API
185	// (kimi, fireworks, minimax, vercel-ai-gateway, ...). Falling back to a
186	// provider-agnostic lookup keeps things working for catalog-less
187	// configurations (e.g. user passes --model on an obscure third party).
188	m, err := FindModel(c.Name(), req.Model)
189	if err != nil {
190		if m2, err2 := FindModel("", req.Model); err2 == nil {
191			m = m2
192			err = nil
193		}
194	}
195	if err != nil {
196		return nil, err
197	}
198	maxTok := req.MaxTokens
199	if maxTok <= 0 {
200		maxTok = m.MaxOutput
201	}
202
203	out := &anthRequest{
204		Model:       req.Model,
205		MaxTokens:   maxTok,
206		Temperature: req.Temperature,
207		Stream:      true,
208	}
209
210	// System prompt assembly differs between api-key and OAuth modes.
211	// OAuth requests MUST begin with the Claude Code identity line or
212	// Anthropic rejects them (429 rate_limit_error with zero tokens used).
213	//
214	// Cache budget: anthropic caps cache_control to 4 breakpoints per
215	// request. We spend them on:
216	//   1. claude-code identity (OAuth only; stable forever)
217	//   2. user system prompt   (changes per-session at most)
218	//   3. last tool definition (tools change rarely)
219	//   4. last message block   (advances every turn)
220	//
221	// The identity line gets its OWN cache_control so the prefix
222	// [identity] is cacheable independently of the user system
223	// prompt. Without that, the cache prefix starts after block 2
224	// and any drift in the user prompt (e.g. the Current date
225	// line flipping at midnight) invalidates everything, including
226	// the 17 identity tokens we have to re-send every request
227	// forever.
228	if c.oauthTok != "" {
229		out.System = []anthSystemBlock{{
230			Type:         "text",
231			Text:         claudeCodeIdentity,
232			CacheControl: &anthCacheCtrl{Type: "ephemeral"},
233		}}
234		if req.System != "" {
235			out.System = append(out.System, anthSystemBlock{
236				Type:         "text",
237				Text:         req.System,
238				CacheControl: &anthCacheCtrl{Type: "ephemeral"},
239			})
240		}
241	} else if req.System != "" {
242		out.System = []anthSystemBlock{{
243			Type:         "text",
244			Text:         req.System,
245			CacheControl: &anthCacheCtrl{Type: "ephemeral"},
246		}}
247	}
248
249	if req.Reasoning != "" && m.Reasoning {
250		budget := anthropicReasoningBudget(req.Reasoning)
251		if budget > 0 {
252			// Reasoning requires max_tokens > budget. Keep at least a small
253			// answer budget while respecting the model's advertised output cap.
254			const minAnswerTokens = 1024
255			if m.MaxOutput > minAnswerTokens && budget >= m.MaxOutput {
256				budget = m.MaxOutput - minAnswerTokens
257			}
258			out.Thinking = &anthThinking{Type: "enabled", BudgetTokens: budget}
259			if out.MaxTokens <= budget {
260				out.MaxTokens = budget + minAnswerTokens
261				if m.MaxOutput > 0 && out.MaxTokens > m.MaxOutput {
262					out.MaxTokens = m.MaxOutput
263				}
264			}
265		}
266	}
267
268	for _, t := range req.Tools {
269		name := t.Name
270		if c.oauthTok != "" {
271			name = toClaudeCodeToolName(name)
272		}
273		out.Tools = append(out.Tools, anthTool{
274			Name:        name,
275			Description: t.Description,
276			InputSchema: t.Schema,
277		})
278	}
279	// Cache the last tool definition (applies cache breakpoint to the whole tools array).
280	if n := len(out.Tools); n > 0 {
281		out.Tools[n-1].CacheControl = &anthCacheCtrl{Type: "ephemeral"}
282	}
283
284	// Convert messages. Anthropic's wire format has only "user" and
285	// "assistant" roles; tool_result blocks live inside user messages.
286	// Some image-capable providers (for example Gemini image generation)
287	// can emit assistant image blocks. Anthropic only accepts image blocks
288	// in user messages, so strip assistant-side images when switching
289	// providers mid-session. The saved-path TextBlock emitted beside the
290	// image keeps the artifact reachable in chat.
291	//
292	// CRITICAL: tool_result blocks go into their OWN new user
293	// message, they are NOT merged into the preceding user message.
294	// Merging would mutate the prior user message's content array
295	// between turn N and turn N+1: turn N caches the prefix ending at
296	// [user: "read sample.ts"], turn N+1 sends
297	// [user: "read sample.ts" + tool_result=...] which is a
298	// different block sequence, busting the cache prefix match.
299	// Anthropic's API happily accepts consecutive user messages, and
300	// emitting them separately keeps each message bit-stable across
301	// turns, so the cache prefix matches for the entire history up
302	// to the newest block.
303	req.Messages = RepairOrphanedToolResults(req.Messages)
304	for _, msg := range req.Messages {
305		renameTools := c.oauthTok != ""
306		switch msg.Role {
307		case RoleUser:
308			out.Messages = append(out.Messages, anthMessage{
309				Role:    "user",
310				Content: convertAnthContent(msg.Content, renameTools),
311			})
312		case RoleTool:
313			out.Messages = append(out.Messages, anthMessage{
314				Role:    "user",
315				Content: convertAnthContent(msg.Content, renameTools),
316			})
317		case RoleAssistant:
318			out.Messages = append(out.Messages, anthMessage{
319				Role:    "assistant",
320				Content: convertAnthContent(filterAnthAssistantContent(msg.Content), renameTools),
321			})
322		}
323	}
324
325	// Tag the LAST user message with cache_control. Spends the 4th
326	// breakpoint. For prefixes under ~1024 tokens (Anthropic's
327	// minimum cacheable block size for Opus), no cache is written.
328	tagLastUserCache(out.Messages)
329
330	return out, nil
331}
332
333// tagLastUserCache marks the last block of the most recent user
334// message. One marker; combined with identity + systemPrompt +
335// last-tool, spends Anthropic's 4-breakpoint budget.
336func tagLastUserCache(msgs []anthMessage) {
337	for i := len(msgs) - 1; i >= 0; i-- {
338		if msgs[i].Role == "user" {
339			markLastBlockEphemeral(msgs[i].Content)
340			return
341		}
342	}
343}
344
345// markLastBlockEphemeral sets CacheControl on the last entry in blocks
346// regardless of whether it's a text, image, tool_use, or tool_result.
347// Each block type carries its own CacheControl pointer so we type-
348// switch + reassign the slice element.
349func markLastBlockEphemeral(blocks []interface{}) {
350	if len(blocks) == 0 {
351		return
352	}
353	i := len(blocks) - 1
354	cc := &anthCacheCtrl{Type: "ephemeral"}
355	switch v := blocks[i].(type) {
356	case anthTextBlock:
357		v.CacheControl = cc
358		blocks[i] = v
359	case anthImageBlock:
360		v.CacheControl = cc
361		blocks[i] = v
362	case anthToolUseBlock:
363		v.CacheControl = cc
364		blocks[i] = v
365	case anthToolResultBlock:
366		v.CacheControl = cc
367		blocks[i] = v
368	}
369}
370
371func anthropicReasoningBudget(level string) int {
372	return ReasoningBudget(level)
373}
374
375func filterAnthAssistantContent(blocks []Content) []Content {
376	filtered := make([]Content, 0, len(blocks))
377	for _, b := range blocks {
378		if _, ok := b.(ImageBlock); ok {
379			continue
380		}
381		filtered = append(filtered, b)
382	}
383	return filtered
384}
385
386func convertAnthContent(blocks []Content, renameTools bool) []interface{} {
387	out := make([]interface{}, 0, len(blocks))
388	for _, b := range blocks {
389		switch v := b.(type) {
390		case TextBlock:
391			if v.Text == "" {
392				continue
393			}
394			out = append(out, anthTextBlock{Type: "text", Text: v.Text})
395		case ImageBlock:
396			data, mime := anthShrinkImageBytesIfTooBig(v.Data, v.MimeType)
397			out = append(out, anthImageBlock{
398				Type: "image",
399				Source: anthImageSource{
400					Type:      "base64",
401					MediaType: mime,
402					Data:      base64.StdEncoding.EncodeToString(data),
403				},
404			})
405		case ToolCallBlock:
406			args := v.Arguments
407			if len(args) == 0 || !json.Valid(args) {
408				args = json.RawMessage("{}")
409			}
410			name := v.Name
411			if renameTools {
412				name = toClaudeCodeToolName(name)
413			}
414			out = append(out, anthToolUseBlock{
415				Type: "tool_use", ID: v.ID, Name: name, Input: args,
416			})
417		case ToolResultBlock:
418			// Flatten content to a string if all text; else array of blocks.
419			content, _ := anthBuildToolResultContent(v.Content)
420			out = append(out, anthToolResultBlock{
421				Type:      "tool_result",
422				ToolUseID: v.CallID,
423				Content:   content,
424				IsError:   v.IsError,
425			})
426		}
427	}
428	return out
429}
430
431func anthBuildToolResultContent(blocks []Content) (json.RawMessage, error) {
432	onlyText := true
433	var sb strings.Builder
434	for _, b := range blocks {
435		if tb, ok := b.(TextBlock); ok {
436			if sb.Len() > 0 {
437				sb.WriteString("\n")
438			}
439			sb.WriteString(tb.Text)
440		} else {
441			onlyText = false
442			break
443		}
444	}
445	if onlyText {
446		if sb.Len() == 0 {
447			return json.Marshal("")
448		}
449		return json.Marshal(sb.String())
450	}
451	// Array form: text + image blocks.
452	arr := make([]interface{}, 0, len(blocks))
453	for _, b := range blocks {
454		switch v := b.(type) {
455		case TextBlock:
456			arr = append(arr, anthTextBlock{Type: "text", Text: v.Text})
457		case ImageBlock:
458			data, mime := anthShrinkImageBytesIfTooBig(v.Data, v.MimeType)
459			arr = append(arr, anthImageBlock{
460				Type: "image",
461				Source: anthImageSource{
462					Type:      "base64",
463					MediaType: mime,
464					Data:      base64.StdEncoding.EncodeToString(data),
465				},
466			})
467		}
468	}
469	return json.Marshal(arr)
470}
471
472// ---- streaming ----
473
474func (c *anthropicClient) Stream(ctx context.Context, req Request) (<-chan Event, error) {
475	wire, err := c.buildRequest(req)
476	if err != nil {
477		return nil, err
478	}
479	body, err := json.Marshal(wire)
480	if err != nil {
481		return nil, err
482	}
483
484	// Optional debug dump: when $ZOT_DEBUG_ANTHROPIC is a file path
485	// we append every outgoing request body to it, one JSON object
486	// per line. Useful for diffing turn N vs turn N+1 to understand
487	// why the cache prefix isn't matching.
488	if dump := os.Getenv("ZOT_DEBUG_ANTHROPIC"); dump != "" {
489		if f, derr := os.OpenFile(dump, os.O_CREATE|os.O_WRONLY|os.O_APPEND, 0o600); derr == nil {
490			_, _ = f.Write(body)
491			_, _ = f.Write([]byte{'\n'})
492			_ = f.Close()
493		}
494	}
495
496	newReq := func() (*http.Request, error) {
497		httpReq, err := http.NewRequestWithContext(ctx, "POST", c.baseURL+"/v1/messages", bytes.NewReader(body))
498		if err != nil {
499			return nil, err
500		}
501		httpReq.Header.Set("content-type", "application/json")
502		httpReq.Header.Set("anthropic-version", anthropicAPIVersion)
503		if c.oauthTok != "" {
504			// Claude-Code-shaped request: identical headers and values as the
505			// official CLI. Any drift triggers Anthropic's anti-abuse check and
506			// rate-limits (or outright blocks) the request.
507			httpReq.Header.Set("accept", "application/json")
508			httpReq.Header.Set("authorization", "Bearer "+c.oauthTok)
509			httpReq.Header.Set("anthropic-beta", "claude-code-20250219,oauth-2025-04-20,fine-grained-tool-streaming-2025-05-14")
510			httpReq.Header.Set("anthropic-dangerous-direct-browser-access", "true")
511			httpReq.Header.Set("user-agent", "claude-cli/"+claudeCodeVersion)
512			httpReq.Header.Set("x-app", "cli")
513			// Remove x-api-key entirely by NOT setting it.
514		} else {
515			httpReq.Header.Set("accept", "text/event-stream")
516			httpReq.Header.Set("x-api-key", c.apiKey)
517		}
518		// Extra headers (set by anthropic-messages-compatible third parties
519		// — kimi-coding's X-Msh-*, copilot's Editor-Plugin-Version, etc.).
520		// Applied last so callers can override defaults if they really need to.
521		for k, v := range c.headers {
522			httpReq.Header.Set(k, v)
523		}
524		return httpReq, nil
525	}
526
527	resp, err := doStreamWithRetry(ctx, c.http, newReq)
528	if err != nil {
529		return nil, fmt.Errorf("anthropic: %w", err)
530	}
531	if resp.StatusCode != http.StatusOK {
532		b, _ := io.ReadAll(resp.Body)
533		resp.Body.Close()
534		return nil, fmt.Errorf("anthropic: http %d: %s", resp.StatusCode, strings.TrimSpace(string(b)))
535	}
536
537	out := make(chan Event, 16)
538	go c.runStream(ctx, resp, req, out)
539	return out, nil
540}
541
542func (c *anthropicClient) runStream(ctx context.Context, resp *http.Response, req Request, out chan<- Event) {
543	defer close(out)
544	defer resp.Body.Close()
545
546	// Same lookup-by-actual-provider-id pattern as buildRequest, so cost
547	// calculation works for third-party Anthropic-Messages endpoints.
548	model, _ := FindModel(c.Name(), req.Model)
549	if model.ID == "" {
550		model, _ = FindModel("", req.Model)
551	}
552	out <- EventStart{Model: req.Model, Provider: c.Name()}
553
554	raw := make(chan sseEvent, 16)
555	go readSSE(resp.Body, raw)
556
557	// State for assembling the assistant message. Blocks are indexed
558	// by their `index` field from Anthropic so we can preserve the
559	// interleaved order the model emitted them in (text may come
560	// before OR after tool_use; mixing both happens frequently).
561	type blockEntry struct {
562		kind     string // "text" | "tool_use"
563		textBuf  strings.Builder
564		toolCall ToolCallBlock
565		toolArgs strings.Builder
566	}
567	var (
568		blocks     = map[int]*blockEntry{}
569		blockOrder []int // insertion order of indexes
570		activeIdx  = -1
571		usage      Usage
572		stop       StopReason = StopEnd
573		finalErr   error
574	)
575	_ = activeIdx // read-only indicator used for legacy parity
576
577	registerBlock := func(idx int, kind string) *blockEntry {
578		if be, ok := blocks[idx]; ok {
579			return be
580		}
581		be := &blockEntry{kind: kind}
582		blocks[idx] = be
583		blockOrder = append(blockOrder, idx)
584		return be
585	}
586
587	assembleMsg := func() Message {
588		content := []Content{}
589		for _, idx := range blockOrder {
590			be := blocks[idx]
591			switch be.kind {
592			case "text":
593				if be.textBuf.Len() > 0 {
594					content = append(content, TextBlock{Text: be.textBuf.String()})
595				}
596			case "tool_use":
597				tc := be.toolCall
598				args := be.toolArgs.String()
599				if args == "" {
600					args = "{}"
601				}
602				tc.Arguments = json.RawMessage(args)
603				content = append(content, tc)
604			}
605		}
606		return Message{Role: RoleAssistant, Content: content, Time: time.Now()}
607	}
608
609	sendDone := func() {
610		usage.CostUSD = ComputeCost(model, usage)
611		out <- EventUsage{Usage: usage}
612		out <- EventDone{Stop: stop, Err: finalErr, Message: assembleMsg()}
613	}
614
615	for {
616		select {
617		case <-ctx.Done():
618			stop = StopAborted
619			finalErr = ctx.Err()
620			sendDone()
621			return
622		case ev, ok := <-raw:
623			if !ok {
624				sendDone()
625				return
626			}
627			// Parse event payload based on event: type.
628			var payload map[string]json.RawMessage
629			if err := json.Unmarshal([]byte(ev.Data), &payload); err != nil {
630				continue
631			}
632			switch ev.Event {
633			case "content_block_start":
634				var idx int
635				if b, ok := payload["index"]; ok {
636					_ = json.Unmarshal(b, &idx)
637				}
638				var block struct {
639					Type  string          `json:"type"`
640					ID    string          `json:"id"`
641					Name  string          `json:"name"`
642					Text  string          `json:"text"`
643					Input json.RawMessage `json:"input"`
644				}
645				if b, ok := payload["content_block"]; ok {
646					_ = json.Unmarshal(b, &block)
647				}
648				activeIdx = idx
649				switch block.Type {
650				case "tool_use":
651					name := block.Name
652					if c.oauthTok != "" {
653						name = fromClaudeCodeToolName(name, req.Tools)
654					}
655					be := registerBlock(idx, "tool_use")
656					be.toolCall = ToolCallBlock{ID: block.ID, Name: name}
657					out <- EventToolStart{ID: block.ID, Name: name}
658				case "text":
659					registerBlock(idx, "text")
660				case "thinking":
661					// not surfaced
662				}
663			case "content_block_delta":
664				var idx int
665				if b, ok := payload["index"]; ok {
666					_ = json.Unmarshal(b, &idx)
667				}
668				var d struct {
669					Type        string `json:"type"`
670					Text        string `json:"text"`
671					PartialJSON string `json:"partial_json"`
672					Thinking    string `json:"thinking"`
673				}
674				if b, ok := payload["delta"]; ok {
675					_ = json.Unmarshal(b, &d)
676				}
677				switch d.Type {
678				case "text_delta":
679					if be, ok := blocks[idx]; ok && be.kind == "text" {
680						be.textBuf.WriteString(d.Text)
681					}
682					out <- EventTextDelta{Delta: d.Text}
683				case "input_json_delta":
684					if be, ok := blocks[idx]; ok && be.kind == "tool_use" {
685						be.toolArgs.WriteString(d.PartialJSON)
686						out <- EventToolArgs{ID: be.toolCall.ID, Delta: d.PartialJSON}
687					}
688				case "thinking_delta":
689					// Not surfaced in v1.
690				}
691			case "content_block_stop":
692				var idx int
693				if b, ok := payload["index"]; ok {
694					_ = json.Unmarshal(b, &idx)
695				}
696				if be, ok := blocks[idx]; ok && be.kind == "tool_use" {
697					out <- EventToolEnd{ID: be.toolCall.ID}
698				}
699				activeIdx = -1
700			case "message_start":
701				var m struct {
702					Message struct {
703						Usage struct {
704							InputTokens              int `json:"input_tokens"`
705							OutputTokens             int `json:"output_tokens"`
706							CacheReadInputTokens     int `json:"cache_read_input_tokens"`
707							CacheCreationInputTokens int `json:"cache_creation_input_tokens"`
708						} `json:"usage"`
709					} `json:"message"`
710				}
711				_ = json.Unmarshal([]byte(ev.Data), &m)
712				// Anthropic sends cumulative values on message_start and
713				// again on message_delta (refreshed), so assign, don't
714				// accumulate. Accumulating doubles cache_creation_input
715				// which can be 50-70% of cost.
716				usage.InputTokens = m.Message.Usage.InputTokens
717				usage.OutputTokens = m.Message.Usage.OutputTokens
718				usage.CacheReadTokens = m.Message.Usage.CacheReadInputTokens
719				usage.CacheWriteTokens = m.Message.Usage.CacheCreationInputTokens
720			case "message_delta":
721				var m struct {
722					Delta struct {
723						StopReason string `json:"stop_reason"`
724					} `json:"delta"`
725					Usage struct {
726						InputTokens              int `json:"input_tokens"`
727						OutputTokens             int `json:"output_tokens"`
728						CacheReadInputTokens     int `json:"cache_read_input_tokens"`
729						CacheCreationInputTokens int `json:"cache_creation_input_tokens"`
730					} `json:"usage"`
731				}
732				_ = json.Unmarshal([]byte(ev.Data), &m)
733				// Refresh usage from the latest cumulative totals
734				// Anthropic provides. Only apply non-zero fields in case
735				// a given delta only carries output tokens.
736				if m.Usage.InputTokens > 0 {
737					usage.InputTokens = m.Usage.InputTokens
738				}
739				if m.Usage.OutputTokens > 0 {
740					usage.OutputTokens = m.Usage.OutputTokens
741				}
742				if m.Usage.CacheReadInputTokens > 0 {
743					usage.CacheReadTokens = m.Usage.CacheReadInputTokens
744				}
745				if m.Usage.CacheCreationInputTokens > 0 {
746					usage.CacheWriteTokens = m.Usage.CacheCreationInputTokens
747				}
748				switch m.Delta.StopReason {
749				case "end_turn", "stop_sequence":
750					stop = StopEnd
751				case "max_tokens":
752					stop = StopLength
753				case "tool_use":
754					stop = StopToolUse
755				}
756			case "message_stop":
757				sendDone()
758				return
759			case "error":
760				var e struct {
761					Error struct {
762						Type    string `json:"type"`
763						Message string `json:"message"`
764					} `json:"error"`
765				}
766				_ = json.Unmarshal([]byte(ev.Data), &e)
767				stop = StopError
768				finalErr = fmt.Errorf("anthropic %s: %s", e.Error.Type, e.Error.Message)
769				sendDone()
770				return
771			}
772			_ = activeIdx
773		}
774	}
775}

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