feat(infra/llm): Gemini client with stream + count_tokens via google.golang.org/genai

This commit is contained in:
2026-05-04 09:46:47 +08:00
parent be751e76f6
commit a08a7249f0
4 changed files with 237 additions and 0 deletions
+144
View File
@@ -0,0 +1,144 @@
package llm
import (
"context"
"fmt"
"google.golang.org/genai"
)
// GeminiClient 通过 google.golang.org/genai SDK 调用 Generative AI API。
// baseURL 可改写以走 Vertex AI 或内部网关。
type GeminiClient struct {
sdk *genai.Client
}
// Compile-time assertion: GeminiClient must satisfy LLMClient.
var _ LLMClient = (*GeminiClient)(nil)
// NewGemini 构造 GeminiClient。apiKey 不可空;baseURL 可空(用 SDK 默认端点)。
func NewGemini(apiKey, baseURL string) (*GeminiClient, error) {
cfg := &genai.ClientConfig{
APIKey: apiKey,
Backend: genai.BackendGeminiAPI,
}
if baseURL != "" {
// SDK v1.55: HTTPOptions.BaseURL 改写 API 端点,用于 httptest 或自定义网关。
cfg.HTTPOptions = genai.HTTPOptions{BaseURL: baseURL}
}
c, err := genai.NewClient(context.Background(), cfg)
if err != nil {
return nil, fmt.Errorf("gemini client: %w", err)
}
return &GeminiClient{sdk: c}, nil
}
func (c *GeminiClient) Provider() string { return "gemini" }
// toGeminiContents 把中立 Message 切片转换为 SDK *Content 切片。
// image/document 的 Data 字段为原始字节,Gemini SDK 直接接受(InlineData 不需要 base64 编码)。
func toGeminiContents(req Request) []*genai.Content {
out := make([]*genai.Content, 0, len(req.Messages))
for _, m := range req.Messages {
role := "user"
if m.Role == RoleAssistant {
role = "model"
}
parts := make([]*genai.Part, 0, len(m.Blocks))
for _, b := range m.Blocks {
switch b.Type {
case "text":
parts = append(parts, genai.NewPartFromText(b.Text))
case "image", "document":
// SDK v1.55: Blob.MIMEType 大写,Data 为原始字节(SDK 内部处理编码)。
parts = append(parts, &genai.Part{InlineData: &genai.Blob{
MIMEType: b.MimeType,
Data: b.Data,
}})
}
}
out = append(out, &genai.Content{Role: role, Parts: parts})
}
return out
}
func (c *GeminiClient) Stream(ctx context.Context, modelID string, req Request) (<-chan StreamEvent, error) {
cfg := &genai.GenerateContentConfig{
MaxOutputTokens: int32(req.MaxOutputTokens),
}
if req.SystemPrompt != "" {
cfg.SystemInstruction = &genai.Content{
Parts: []*genai.Part{genai.NewPartFromText(req.SystemPrompt)},
}
}
if req.Reasoning {
// SDK v1.55: ThinkingConfig.IncludeThoughts 是 bool,不是 *bool;无需 genai.Ptr()。
cfg.ThinkingConfig = &genai.ThinkingConfig{IncludeThoughts: true}
}
// SDK v1.55: GenerateContentStream 返回 iter.Seq2[*GenerateContentResponse, error],
// 可用 Go 1.23+ range-over-func 语法直接遍历。
iter := c.sdk.Models.GenerateContentStream(ctx, modelID, toGeminiContents(req), cfg)
out := make(chan StreamEvent, 16)
// send 在 ctx 取消时立即放弃发送,防止下游 reader 已退出导致 goroutine 永久阻塞。
send := func(ev StreamEvent) bool {
select {
case <-ctx.Done():
return false
case out <- ev:
return true
}
}
go func() {
defer close(out)
var lastReason string
for resp, err := range iter {
if err != nil {
send(StreamEvent{Type: EventError, Err: fmt.Errorf("gemini stream: %w", err)})
return
}
if len(resp.Candidates) == 0 {
continue
}
cand := resp.Candidates[0]
if cand.Content != nil {
for _, p := range cand.Content.Parts {
if p.Thought {
if !send(StreamEvent{Type: EventThinkingDelta, Text: p.Text}) {
return
}
} else if p.Text != "" {
if !send(StreamEvent{Type: EventTextDelta, Text: p.Text}) {
return
}
}
}
}
if resp.UsageMetadata != nil {
if !send(StreamEvent{Type: EventUsage, Usage: &Usage{
PromptTokens: int(resp.UsageMetadata.PromptTokenCount),
CompletionTokens: int(resp.UsageMetadata.CandidatesTokenCount),
ThinkingTokens: int(resp.UsageMetadata.ThoughtsTokenCount),
}}) {
return
}
}
if cand.FinishReason != "" {
lastReason = string(cand.FinishReason)
}
}
send(StreamEvent{Type: EventDone, Reason: lastReason})
}()
return out, nil
}
// CountTokens 调用 Gemini 远程 CountTokens 端点计算 token 数。
func (c *GeminiClient) CountTokens(ctx context.Context, modelID string, req Request) (int, error) {
res, err := c.sdk.Models.CountTokens(ctx, modelID, toGeminiContents(req), nil)
if err != nil {
return 0, fmt.Errorf("gemini count_tokens: %w", err)
}
return int(res.TotalTokens), nil
}
+55
View File
@@ -0,0 +1,55 @@
package llm
import (
"context"
"net/http"
"net/http/httptest"
"strings"
"testing"
"github.com/stretchr/testify/require"
)
// Gemini SSE 行格式:每行 "data: {json}\n",body 内含完整 candidates。
const geminiStreamFixture = `data: {"candidates":[{"content":{"parts":[{"text":"Hello"}],"role":"model"},"finishReason":null}],"usageMetadata":{"promptTokenCount":10,"candidatesTokenCount":1}}
data: {"candidates":[{"content":{"parts":[{"text":" world"}],"role":"model"},"finishReason":"STOP"}],"usageMetadata":{"promptTokenCount":10,"candidatesTokenCount":2}}
`
func TestGemini_Stream_TextDelta(t *testing.T) {
srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
w.Header().Set("Content-Type", "text/event-stream")
_, _ = w.Write([]byte(geminiStreamFixture))
}))
defer srv.Close()
c, _ := NewGemini("k", srv.URL)
ch, err := c.Stream(context.Background(), "gemini-2.0-flash", Request{
Messages: []Message{{Role: RoleUser, Blocks: []ContentBlock{{Type: "text", Text: "hi"}}}},
MaxOutputTokens: 100,
})
require.NoError(t, err)
var deltas []string
var sawUsage, sawDone bool
for ev := range ch {
switch ev.Type {
case EventTextDelta:
deltas = append(deltas, ev.Text)
case EventUsage:
sawUsage = true
require.Equal(t, 10, ev.Usage.PromptTokens)
case EventDone:
sawDone = true
}
}
require.Equal(t, "Hello world", strings.Join(deltas, ""))
require.True(t, sawUsage)
require.True(t, sawDone)
}
func TestGemini_Provider(t *testing.T) {
c, _ := NewGemini("k", "http://localhost")
require.Equal(t, "gemini", c.Provider())
}