v0.4.11 e5c9e04

gemini.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	"path/filepath"
13	"strings"
14	"time"
15
16	"github.com/google/uuid"
17)
18
19// Google Gemini provider, talking directly to the Generative Language
20// REST API at generativelanguage.googleapis.com. We hand-roll the wire
21// format instead of pulling in @google/genai (the SDK is large and we
22// only need streamGenerateContent + the models list).
23//
24// Auth model: API key only. Google does NOT issue OAuth tokens for
25// consumer Gemini Advanced / Google One AI subscriptions; programmatic
26// access requires either an AI Studio API key (this client) or Vertex
27// AI / GCP service-account credentials (separate provider, not yet
28// implemented in zot).
29
30const geminiDefaultBaseURL = "https://generativelanguage.googleapis.com"
31
32// geminiClient implements Client against the Gemini Generative Language API.
33type geminiClient struct {
34	apiKey  string
35	baseURL string
36	http    *http.Client
37}
38
39// NewGemini creates a Gemini client using an AI Studio API key.
40// baseURL may be empty; defaults to https://generativelanguage.googleapis.com.
41func NewGemini(apiKey, baseURL string) Client {
42	if baseURL == "" {
43		baseURL = geminiDefaultBaseURL
44	}
45	return &geminiClient{
46		apiKey:  apiKey,
47		baseURL: strings.TrimRight(baseURL, "/"),
48		http:    &http.Client{Timeout: 0},
49	}
50}
51
52func (c *geminiClient) Name() string { return "google" }
53
54// ---- wire types ----
55//
56// Subset of Gemini's Content / Part / GenerateContentRequest schema.
57// Only the fields zot actually emits or consumes are declared here.
58
59type gemInlineData struct {
60	MimeType string `json:"mimeType"`
61	Data     string `json:"data"` // base64
62}
63
64type gemFunctionCall struct {
65	Name string          `json:"name"`
66	Args json.RawMessage `json:"args,omitempty"`
67}
68
69type gemFunctionResponse struct {
70	Name     string          `json:"name"`
71	Response json.RawMessage `json:"response"`
72}
73
74// gemPart is one element of a Content. Exactly one of the optional
75// fields is populated per part. We use pointers so empty values are
76// omitted from the wire, which matters for tool responses (Gemini
77// rejects parts with both `text` and `functionResponse` set).
78type gemPart struct {
79	Text             string               `json:"text,omitempty"`
80	InlineData       *gemInlineData       `json:"inlineData,omitempty"`
81	FunctionCall     *gemFunctionCall     `json:"functionCall,omitempty"`
82	FunctionResponse *gemFunctionResponse `json:"functionResponse,omitempty"`
83	// Thought marks a thought-summary part. ThoughtSignature is opaque
84	// provider state that must be replayed on the same part.
85	Thought          bool   `json:"thought,omitempty"`
86	ThoughtSignature string `json:"thoughtSignature,omitempty"`
87}
88
89type gemContent struct {
90	Role  string    `json:"role"` // "user" | "model"
91	Parts []gemPart `json:"parts"`
92}
93
94type gemFunctionDecl struct {
95	Name        string          `json:"name"`
96	Description string          `json:"description,omitempty"`
97	Parameters  json.RawMessage `json:"parameters,omitempty"`
98}
99
100type gemTool struct {
101	FunctionDeclarations []gemFunctionDecl `json:"functionDeclarations,omitempty"`
102}
103
104type gemThinkingConfig struct {
105	IncludeThoughts bool   `json:"includeThoughts,omitempty"`
106	ThinkingBudget  *int   `json:"thinkingBudget,omitempty"`
107	ThinkingLevel   string `json:"thinkingLevel,omitempty"`
108}
109
110type gemGenerationConfig struct {
111	Temperature     *float32           `json:"temperature,omitempty"`
112	MaxOutputTokens *int               `json:"maxOutputTokens,omitempty"`
113	ThinkingConfig  *gemThinkingConfig `json:"thinkingConfig,omitempty"`
114}
115
116type gemSystemInstruction struct {
117	Parts []gemPart `json:"parts"`
118}
119
120type gemRequest struct {
121	Contents          []gemContent          `json:"contents"`
122	SystemInstruction *gemSystemInstruction `json:"systemInstruction,omitempty"`
123	Tools             []gemTool             `json:"tools,omitempty"`
124	GenerationConfig  *gemGenerationConfig  `json:"generationConfig,omitempty"`
125}
126
127// ---- request building ----
128
129func (c *geminiClient) buildRequest(req Request) (*gemRequest, string, error) {
130	m, err := FindModel("google", req.Model)
131	if err != nil {
132		// Not in the catalog — still allow custom ids by falling back
133		// to defaults so users can point at unreleased models or
134		// alternate base URLs.
135		m = Model{
136			Provider:      "google",
137			ID:            req.Model,
138			ContextWindow: 1_000_000,
139			MaxOutput:     8192,
140			Reasoning:     strings.Contains(req.Model, "2.5") || strings.Contains(req.Model, "3"),
141		}
142	}
143
144	reasoning := ClampReasoningForModel(m, req.Reasoning)
145	out := &gemRequest{}
146
147	// System prompt → systemInstruction.parts[0].text.
148	if strings.TrimSpace(req.System) != "" {
149		out.SystemInstruction = &gemSystemInstruction{
150			Parts: []gemPart{{Text: req.System}},
151		}
152	}
153
154	functionsEnabled := geminiSupportsFunctionCalling(m.ID)
155	activeTools := activeToolDefinitions(req.Tools, req.Messages)
156
157	// Convert tool defs. Gemini image-generation models reject function
158	// declarations with "Function calling is not enabled for this model";
159	// for those models, send a direct multimodal prompt instead.
160	if functionsEnabled && len(activeTools) > 0 {
161		decls := make([]gemFunctionDecl, 0, len(activeTools))
162		for _, t := range activeTools {
163			schema := sanitizeGeminiToolSchema(t.Schema)
164			decls = append(decls, gemFunctionDecl{
165				Name:        t.Name,
166				Description: t.Description,
167				Parameters:  schema,
168			})
169		}
170		out.Tools = []gemTool{{FunctionDeclarations: decls}}
171	}
172
173	// Generation config.
174	maxTok := req.MaxTokens
175	if maxTok <= 0 {
176		maxTok = m.MaxOutput
177	}
178	gc := &gemGenerationConfig{Temperature: req.Temperature}
179	if maxTok > 0 {
180		gc.MaxOutputTokens = &maxTok
181	}
182	if reasoning != "" && m.Reasoning {
183		tc := geminiThinkingConfig(m.ID, reasoning)
184		if tc != nil {
185			gc.ThinkingConfig = tc
186		}
187	}
188	out.GenerationConfig = gc
189
190	// Convert messages. When function calling is disabled for the target
191	// model, also remove historical functionCall/functionResponse parts;
192	// image models should receive only text/image content.
193	msgs := req.Messages
194	if functionsEnabled {
195		msgs = RepairOrphanedToolResults(req.Messages)
196	}
197	for _, msg := range msgs {
198		switch msg.Role {
199		case RoleUser:
200			parts := convertGemUserParts(msg.Content)
201			if len(parts) == 0 {
202				continue
203			}
204			out.Contents = append(out.Contents, gemContent{Role: "user", Parts: parts})
205		case RoleAssistant:
206			parts := convertGemAssistantParts(msg.Content, functionsEnabled)
207			// Gemini 3 requires a thought signature on client-injected function
208			// calls. Google's documented placeholder opts out of validation
209			// for calls that were not generated by Gemini. Do not alter genuine
210			// model responses or replace signatures obtained from the API.
211			if strings.HasPrefix(strings.ToLower(m.ID), "gemini-3") && msg.Meta["synthetic_tool_call"] == "true" {
212				for i := range parts {
213					if parts[i].FunctionCall != nil && parts[i].ThoughtSignature == "" {
214						parts[i].ThoughtSignature = "skip_thought_signature_validator"
215					}
216				}
217			}
218			if len(parts) == 0 {
219				continue
220			}
221			out.Contents = append(out.Contents, gemContent{Role: "model", Parts: parts})
222		case RoleTool:
223			if !functionsEnabled {
224				continue
225			}
226			// Each tool_result becomes a user-role message with a
227			// functionResponse part. Gemini's protocol uses
228			// "user" role for tool replies.
229			parts := convertGemToolResultParts(msg.Content)
230			if len(parts) == 0 {
231				continue
232			}
233			out.Contents = append(out.Contents, gemContent{Role: "user", Parts: parts})
234		}
235	}
236
237	return out, m.ID, nil
238}
239
240func sanitizeGeminiToolSchema(schema json.RawMessage) json.RawMessage {
241	if len(schema) == 0 || !json.Valid(schema) {
242		return json.RawMessage(`{"type":"object","properties":{}}`)
243	}
244	var v any
245	if err := json.Unmarshal(schema, &v); err != nil {
246		return json.RawMessage(`{"type":"object","properties":{}}`)
247	}
248	v = stripGeminiUnsupportedSchemaFields(v)
249	out, err := json.Marshal(v)
250	if err != nil || len(out) == 0 || !json.Valid(out) {
251		return json.RawMessage(`{"type":"object","properties":{}}`)
252	}
253	return out
254}
255
256func stripGeminiUnsupportedSchemaFields(v any) any {
257	switch x := v.(type) {
258	case map[string]any:
259		out := make(map[string]any, len(x))
260		for k, val := range x {
261			switch k {
262			case "additionalProperties", "$schema":
263				continue
264			default:
265				out[k] = stripGeminiUnsupportedSchemaFields(val)
266			}
267		}
268		return out
269	case []any:
270		out := make([]any, len(x))
271		for i, val := range x {
272			out[i] = stripGeminiUnsupportedSchemaFields(val)
273		}
274		return out
275	default:
276		return v
277	}
278}
279
280func convertGemUserParts(blocks []Content) []gemPart {
281	var parts []gemPart
282	for _, b := range blocks {
283		switch v := b.(type) {
284		case TextBlock:
285			if v.Text == "" {
286				continue
287			}
288			parts = append(parts, gemPart{Text: v.Text})
289		case ImageBlock:
290			parts = append(parts, gemPart{
291				InlineData: &gemInlineData{
292					MimeType: v.MimeType,
293					Data:     base64.StdEncoding.EncodeToString(v.Data),
294				},
295			})
296		}
297	}
298	return parts
299}
300
301func convertGemAssistantParts(blocks []Content, functionsEnabled bool) []gemPart {
302	var parts []gemPart
303	for _, b := range blocks {
304		switch v := b.(type) {
305		case ReasoningBlock:
306			if v.Encrypted != "" || v.Summary != "" {
307				parts = append(parts, gemPart{
308					Text:             v.Summary,
309					Thought:          true,
310					ThoughtSignature: v.Encrypted,
311				})
312			}
313		case TextBlock:
314			if strings.TrimSpace(v.Text) == "" {
315				continue
316			}
317			parts = append(parts, gemPart{Text: v.Text, ThoughtSignature: v.ThoughtSignature})
318		case ImageBlock:
319			parts = append(parts, gemPart{
320				InlineData: &gemInlineData{
321					MimeType: v.MimeType,
322					Data:     base64.StdEncoding.EncodeToString(v.Data),
323				},
324				ThoughtSignature: v.ThoughtSignature,
325			})
326		case ToolCallBlock:
327			if !functionsEnabled {
328				continue
329			}
330			args := v.Arguments
331			if len(args) == 0 || !json.Valid(args) {
332				args = json.RawMessage("{}")
333			}
334			parts = append(parts, gemPart{
335				FunctionCall: &gemFunctionCall{
336					Name: v.Name,
337					Args: args,
338				},
339				ThoughtSignature: v.ThoughtSignature,
340			})
341		}
342	}
343	return parts
344}
345
346func geminiSupportsFunctionCalling(modelID string) bool {
347	id := strings.ToLower(modelID)
348	// Gemini image generation/editing models accept direct multimodal
349	// prompts but reject tools/function declarations.
350	if strings.Contains(id, "flash-image") || strings.Contains(id, "image-generation") {
351		return false
352	}
353	return true
354}
355
356func saveGeminiImageToWorkingDir(mimeType string, data []byte) (string, error) {
357	ext := ".png"
358	switch strings.ToLower(mimeType) {
359	case "image/jpeg", "image/jpg":
360		ext = ".jpg"
361	case "image/webp":
362		ext = ".webp"
363	case "image/gif":
364		ext = ".gif"
365	}
366	name := "zot-gemini-image-" + uuid.NewString() + ext
367	path := filepath.Join(".", name)
368	if err := os.WriteFile(path, data, 0o644); err != nil {
369		return "", err
370	}
371	return path, nil
372}
373
374func convertGemToolResultParts(blocks []Content) []gemPart {
375	var parts []gemPart
376	for _, b := range blocks {
377		tr, ok := b.(ToolResultBlock)
378		if !ok {
379			continue
380		}
381		// Flatten text content. Image content in tool results is dropped
382		// for Gemini < 3 (multimodal function responses are 3+); for the
383		// common path (text output) we wrap as {"output": "..."} or
384		// {"error": "..."} per the SDK's convention.
385		var sb strings.Builder
386		for _, c := range tr.Content {
387			if tb, ok := c.(TextBlock); ok {
388				if sb.Len() > 0 {
389					sb.WriteString("\n")
390				}
391				sb.WriteString(tb.Text)
392			}
393		}
394		key := "output"
395		if tr.IsError {
396			key = "error"
397		}
398		// Gemini wants response to be an object, not a string.
399		respObj := map[string]string{key: sb.String()}
400		respBytes, err := json.Marshal(respObj)
401		if err != nil {
402			respBytes = []byte(`{"output":""}`)
403		}
404		// Tool name is required on functionResponse; the original
405		// ToolCallBlock has it but ToolResultBlock only carries the
406		// call id. We thread the name back via the call id by using
407		// the id as the name fallback — Gemini ignores the name on
408		// the response side as long as it's non-empty.
409		name := tr.CallID
410		parts = append(parts, gemPart{
411			FunctionResponse: &gemFunctionResponse{
412				Name:     name,
413				Response: respBytes,
414			},
415		})
416	}
417	return parts
418}
419
420// geminiThinkingConfig maps zot's reasoning level ("low"/"medium"/"high")
421// to Gemini's thinkingConfig. The right knob depends on the model
422// generation: 2.5 family uses thinkingBudget (tokens), 3.x uses
423// thinkingLevel (enum). Returns nil when the level is unrecognised.
424func geminiThinkingConfig(modelID, level string) *gemThinkingConfig {
425	level = NormalizeReasoning(level)
426	id := strings.ToLower(modelID)
427
428	// Gemini 3.x: enum-based thinkingLevel. Pro can't go below LOW.
429	if strings.Contains(id, "gemini-3") {
430		isPro := strings.Contains(id, "-pro")
431		var lvl string
432		switch level {
433		case "minimum":
434			if isPro {
435				lvl = "LOW"
436			} else {
437				lvl = "MINIMAL"
438			}
439		case "low":
440			lvl = "LOW"
441		case "medium":
442			if isPro {
443				lvl = "HIGH"
444			} else {
445				lvl = "MEDIUM"
446			}
447		case "high", "xhigh", "max":
448			lvl = "HIGH"
449		default:
450			return nil
451		}
452		return &gemThinkingConfig{IncludeThoughts: true, ThinkingLevel: lvl}
453	}
454
455	// Gemini 2.5 family: token-budget per-model.
456	budget := ReasoningBudget(level)
457	switch {
458	case strings.Contains(id, "2.5-pro"):
459		if budget > 32768 {
460			budget = 32768
461		}
462	case strings.Contains(id, "2.5-flash-lite"):
463		if budget > 24576 {
464			budget = 24576
465		}
466	case strings.Contains(id, "2.5-flash"):
467		if budget > 24576 {
468			budget = 24576
469		}
470	default:
471		return nil
472	}
473	if budget <= 0 {
474		return nil
475	}
476	return &gemThinkingConfig{IncludeThoughts: true, ThinkingBudget: &budget}
477}
478
479// ---- streaming ----
480
481func (c *geminiClient) Stream(ctx context.Context, req Request) (<-chan Event, error) {
482	wire, modelID, err := c.buildRequest(req)
483	if err != nil {
484		return nil, err
485	}
486	body, err := json.Marshal(wire)
487	if err != nil {
488		return nil, err
489	}
490
491	// Gemini's streaming endpoint is a POST with ?alt=sse to get
492	// an EventSource-compatible response. Without alt=sse the
493	// server returns a JSON array (one element per chunk), which
494	// we'd need a different parser for.
495	apiPath := fmt.Sprintf("/v1beta/models/%s:streamGenerateContent", modelID)
496	url := c.baseURL + apiPath + "?alt=sse"
497
498	newReq := func() (*http.Request, error) {
499		httpReq, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewReader(body))
500		if err != nil {
501			return nil, err
502		}
503		httpReq.Header.Set("content-type", "application/json")
504		httpReq.Header.Set("accept", "text/event-stream")
505		// Two ways to authenticate against the Generative Language
506		// API: x-goog-api-key header or ?key= query param. We use
507		// the header so the key never lands in proxy access logs.
508		httpReq.Header.Set("x-goog-api-key", c.apiKey)
509		return httpReq, nil
510	}
511
512	resp, err := doStreamWithRetry(ctx, c.http, newReq)
513	if err != nil {
514		return nil, fmt.Errorf("google: %w", err)
515	}
516	if resp.StatusCode != http.StatusOK {
517		b, _ := io.ReadAll(resp.Body)
518		resp.Body.Close()
519		return nil, fmt.Errorf("google: http %d: %s", resp.StatusCode, strings.TrimSpace(string(b)))
520	}
521
522	out := make(chan Event, 16)
523	go c.runStream(ctx, resp, req, out)
524	return out, nil
525}
526
527func (c *geminiClient) runStream(ctx context.Context, resp *http.Response, req Request, out chan<- Event) {
528	defer close(out)
529	defer resp.Body.Close()
530
531	model, _ := FindModel("google", req.Model)
532	out <- EventStart{Model: req.Model, Provider: "google"}
533
534	raw := make(chan sseEvent, 16)
535	go readSSE(resp.Body, raw)
536
537	// Gemini's SSE stream is a sequence of complete JSON
538	// GenerateContentResponse objects, one per data: line. Each
539	// candidate carries a list of parts (text or functionCall),
540	// possibly accumulating across chunks.
541	type blockEntry struct {
542		kind             string // "text" | "image" | "tool_use" | "reasoning"
543		textBuf          strings.Builder
544		thoughtSignature string
545		image            *ImageBlock
546		imagePath        string
547		toolID           string
548		toolName         string
549		toolArgs         strings.Builder
550	}
551	var (
552		blocks           []*blockEntry
553		currentText      *blockEntry
554		currentReasoning *blockEntry
555		usage            Usage
556		stop             StopReason = StopEnd
557		finalErr         error
558		toolCounter      int
559	)
560
561	appendPartText := func(kind, delta, signature string) {
562		current := &currentText
563		if kind == "reasoning" {
564			current = &currentReasoning
565		}
566		if *current == nil {
567			*current = &blockEntry{kind: kind}
568			blocks = append(blocks, *current)
569		}
570		(*current).textBuf.WriteString(delta)
571		if signature != "" {
572			(*current).thoughtSignature = signature
573			// A signature terminates this wire part. A later delta of the
574			// same kind belongs to a new part and must not be merged into it.
575			*current = nil
576		}
577	}
578
579	appendImage := func(mimeType, dataB64, signature string) {
580		data, err := base64.StdEncoding.DecodeString(dataB64)
581		if err != nil || len(data) == 0 {
582			return
583		}
584		img := ImageBlock{MimeType: mimeType, Data: data, ThoughtSignature: signature}
585		path, _ := saveGeminiImageToWorkingDir(mimeType, data)
586		blocks = append(blocks, &blockEntry{kind: "image", image: &img, imagePath: path})
587		// Non-text parts break both streamed text runs.
588		currentText = nil
589		currentReasoning = nil
590	}
591
592	startTool := func(name string, providedID string, args json.RawMessage) *blockEntry {
593		toolCounter++
594		id := providedID
595		if id == "" {
596			id = fmt.Sprintf("%s_%d_%d", name, time.Now().UnixNano(), toolCounter)
597		}
598		t := &blockEntry{
599			kind:     "tool_use",
600			toolID:   id,
601			toolName: name,
602		}
603		if len(args) > 0 && json.Valid(args) {
604			t.toolArgs.Write(args)
605		}
606		blocks = append(blocks, t)
607		// New tool blocks break both streamed text runs.
608		currentText = nil
609		currentReasoning = nil
610		return t
611	}
612
613	assembleMsg := func() Message {
614		content := []Content{}
615		for _, b := range blocks {
616			switch b.kind {
617			case "text":
618				if b.textBuf.Len() > 0 {
619					content = append(content, TextBlock{
620						Text:             b.textBuf.String(),
621						ThoughtSignature: b.thoughtSignature,
622					})
623				}
624			case "reasoning":
625				if b.textBuf.Len() > 0 || b.thoughtSignature != "" {
626					content = append(content, ReasoningBlock{
627						Summary:   b.textBuf.String(),
628						Encrypted: b.thoughtSignature,
629					})
630				}
631			case "image":
632				if b.image != nil && len(b.image.Data) > 0 {
633					content = append(content, *b.image)
634					if b.imagePath != "" {
635						content = append(content, TextBlock{Text: fmt.Sprintf("Saved image: `%s`", b.imagePath)})
636					}
637				}
638			case "tool_use":
639				args := b.toolArgs.String()
640				if args == "" || !json.Valid([]byte(args)) {
641					args = "{}"
642				}
643				content = append(content, ToolCallBlock{
644					ID:               b.toolID,
645					Name:             b.toolName,
646					Arguments:        json.RawMessage(args),
647					ThoughtSignature: b.thoughtSignature,
648				})
649			}
650		}
651		return Message{Role: RoleAssistant, Content: content, Time: time.Now()}
652	}
653
654	sendDone := func() {
655		usage.CostUSD = ComputeCost(model, usage)
656		out <- EventUsage{Usage: usage}
657		out <- EventDone{Stop: stop, Err: finalErr, Message: assembleMsg()}
658	}
659
660	for {
661		select {
662		case <-ctx.Done():
663			stop = StopAborted
664			finalErr = ctx.Err()
665			sendDone()
666			return
667		case ev, ok := <-raw:
668			if !ok {
669				sendDone()
670				return
671			}
672			if strings.TrimSpace(ev.Data) == "" {
673				continue
674			}
675			var chunk struct {
676				Candidates []struct {
677					Content struct {
678						Role  string `json:"role"`
679						Parts []struct {
680							Text             string           `json:"text"`
681							InlineData       *gemInlineData   `json:"inlineData"`
682							Thought          bool             `json:"thought"`
683							ThoughtSignature string           `json:"thoughtSignature"`
684							FunctionCall     *gemFunctionCall `json:"functionCall"`
685							FunctionCallID   string           `json:"id"`
686							FunctionCallName string           `json:"name"`
687						} `json:"parts"`
688					} `json:"content"`
689					FinishReason string `json:"finishReason"`
690				} `json:"candidates"`
691				UsageMetadata *struct {
692					PromptTokenCount        int  `json:"promptTokenCount"`
693					CandidatesTokenCount    int  `json:"candidatesTokenCount"`
694					ThoughtsTokenCount      *int `json:"thoughtsTokenCount"`
695					CachedContentTokenCount int  `json:"cachedContentTokenCount"`
696					TotalTokenCount         int  `json:"totalTokenCount"`
697				} `json:"usageMetadata"`
698				Error *struct {
699					Code    int    `json:"code"`
700					Message string `json:"message"`
701					Status  string `json:"status"`
702				} `json:"error"`
703			}
704			if err := json.Unmarshal([]byte(ev.Data), &chunk); err != nil {
705				continue
706			}
707			if chunk.Error != nil {
708				stop = StopError
709				finalErr = fmt.Errorf("google: %s", chunk.Error.Message)
710				sendDone()
711				return
712			}
713			for _, cand := range chunk.Candidates {
714				for _, part := range cand.Content.Parts {
715					if part.InlineData != nil {
716						appendImage(part.InlineData.MimeType, part.InlineData.Data, part.ThoughtSignature)
717						continue
718					}
719					if part.FunctionCall != nil {
720						var args json.RawMessage
721						if len(part.FunctionCall.Args) > 0 {
722							args = part.FunctionCall.Args
723						} else {
724							args = json.RawMessage("{}")
725						}
726						t := startTool(part.FunctionCall.Name, part.FunctionCallID, args)
727						t.thoughtSignature = part.ThoughtSignature
728						out <- EventToolStart{ID: t.toolID, Name: t.toolName}
729						out <- EventToolArgs{ID: t.toolID, Delta: t.toolArgs.String()}
730						out <- EventToolEnd{ID: t.toolID}
731						continue
732					}
733					if part.Thought {
734						appendPartText("reasoning", part.Text, part.ThoughtSignature)
735						currentText = nil
736						continue
737					}
738					if part.Text == "" {
739						continue
740					}
741					appendPartText("text", part.Text, part.ThoughtSignature)
742					currentReasoning = nil
743					out <- EventTextDelta{Delta: part.Text}
744				}
745				switch cand.FinishReason {
746				case "STOP", "":
747					// "" arrives on intermediate chunks; only
748					// promote the explicit terminal value.
749					if cand.FinishReason == "STOP" {
750						stop = StopEnd
751					}
752				case "MAX_TOKENS":
753					stop = StopLength
754				case "SAFETY", "RECITATION", "BLOCKLIST", "PROHIBITED_CONTENT", "SPII", "IMAGE_SAFETY":
755					stop = StopError
756					finalErr = fmt.Errorf("google: response blocked (%s)", cand.FinishReason)
757				}
758			}
759			if chunk.UsageMetadata != nil {
760				// Gemini reports cumulative totals on every chunk
761				// (or close to it), so assign rather than sum.
762				um := chunk.UsageMetadata
763				input := um.PromptTokenCount - um.CachedContentTokenCount
764				if input < 0 {
765					input = um.PromptTokenCount
766				}
767				usage.InputTokens = input
768				usage.OutputTokens = um.CandidatesTokenCount
769				if um.ThoughtsTokenCount != nil {
770					usage.ReasoningTokens = *um.ThoughtsTokenCount
771					usage.ReasoningTokensKnown = true
772					usage.OutputTokens += *um.ThoughtsTokenCount
773				}
774				usage.CacheReadTokens = um.CachedContentTokenCount
775			}
776			// Promote ToolUse stop when tool calls are present and
777			// the candidate finished cleanly.
778			if stop == StopEnd {
779				for _, b := range blocks {
780					if b.kind == "tool_use" {
781						stop = StopToolUse
782						break
783					}
784				}
785			}
786		}
787	}
788}

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