You've already forked agentic-coding-workflow
202 lines
6.6 KiB
Go
202 lines
6.6 KiB
Go
package llm
|
|
|
|
import (
|
|
"context"
|
|
"encoding/base64"
|
|
"encoding/json"
|
|
"fmt"
|
|
|
|
"github.com/openai/openai-go"
|
|
"github.com/openai/openai-go/option"
|
|
"github.com/openai/openai-go/packages/param"
|
|
tiktoken "github.com/pkoukk/tiktoken-go"
|
|
)
|
|
|
|
// Compile-time assertion: OpenAIClient must satisfy LLMClient.
|
|
var _ LLMClient = (*OpenAIClient)(nil)
|
|
|
|
// OpenAIClient 通过官方 SDK 调用 Chat Completions API。
|
|
// baseURL 改写后兼容 DeepSeek / Qwen / Ollama / vLLM / Moonshot 等 OpenAI-compatible 端点。
|
|
// 流式响应中识别 reasoning_content 扩展字段以支持 DeepSeek / Qwen 的 thinking 输出。
|
|
type OpenAIClient struct {
|
|
sdk openai.Client // SDK v1.12: NewClient returns value, not pointer
|
|
}
|
|
|
|
// NewOpenAI 构造客户端。baseURL 可空(用 SDK 默认)。
|
|
func NewOpenAI(apiKey, baseURL string) (*OpenAIClient, error) {
|
|
opts := []option.RequestOption{option.WithAPIKey(apiKey)}
|
|
if baseURL != "" {
|
|
opts = append(opts, option.WithBaseURL(baseURL))
|
|
}
|
|
c := openai.NewClient(opts...)
|
|
return &OpenAIClient{sdk: c}, nil
|
|
}
|
|
|
|
func (c *OpenAIClient) Provider() string { return "openai" }
|
|
|
|
// toOpenAIMessages 把中立 Message 切片转换为 SDK 类型。
|
|
// document/PDF 块由上层能力检查拦截,此处不翻译(OpenAI Chat Completions 不原生支持 PDF)。
|
|
// image 块编码为 base64 data URI 传入。
|
|
func toOpenAIMessages(msgs []Message) []openai.ChatCompletionMessageParamUnion {
|
|
out := make([]openai.ChatCompletionMessageParamUnion, 0, len(msgs))
|
|
for _, m := range msgs {
|
|
switch m.Role {
|
|
case RoleUser:
|
|
parts := make([]openai.ChatCompletionContentPartUnionParam, 0, len(m.Blocks))
|
|
for _, b := range m.Blocks {
|
|
switch b.Type {
|
|
case "text":
|
|
parts = append(parts, openai.TextContentPart(b.Text))
|
|
case "image":
|
|
// SDK v1.12: ImageContentPart 接受 ChatCompletionContentPartImageImageURLParam
|
|
encoded := base64.StdEncoding.EncodeToString(b.Data)
|
|
dataURI := fmt.Sprintf("data:%s;base64,%s", b.MimeType, encoded)
|
|
parts = append(parts, openai.ImageContentPart(openai.ChatCompletionContentPartImageImageURLParam{
|
|
URL: dataURI,
|
|
}))
|
|
// document/PDF 不翻译,由上层能力检查拦截
|
|
}
|
|
}
|
|
out = append(out, openai.UserMessage(parts))
|
|
case RoleAssistant:
|
|
// 助手消息只取第一个 text block(assistant 输出 PDF 场景不存在)
|
|
text := ""
|
|
for _, b := range m.Blocks {
|
|
if b.Type == "text" {
|
|
text = b.Text
|
|
break
|
|
}
|
|
}
|
|
out = append(out, openai.AssistantMessage(text))
|
|
}
|
|
}
|
|
return out
|
|
}
|
|
|
|
// Stream 启动流式请求,将 SDK chunk 转换为中立 StreamEvent。
|
|
// 使用 ctx-aware send 辅助函数防止下游 reader 退出后 goroutine 永久阻塞(同 anthropic.go 模式)。
|
|
func (c *OpenAIClient) Stream(ctx context.Context, modelID string, req Request) (<-chan StreamEvent, error) {
|
|
msgs := make([]openai.ChatCompletionMessageParamUnion, 0)
|
|
if req.SystemPrompt != "" {
|
|
msgs = append(msgs, openai.SystemMessage(req.SystemPrompt))
|
|
}
|
|
msgs = append(msgs, toOpenAIMessages(req.Messages)...)
|
|
|
|
params := openai.ChatCompletionNewParams{
|
|
Model: openai.ChatModel(modelID),
|
|
Messages: msgs,
|
|
// SDK v1.12: MaxCompletionTokens 替代已弃用的 MaxTokens
|
|
StreamOptions: openai.ChatCompletionStreamOptionsParam{
|
|
IncludeUsage: param.NewOpt(true),
|
|
},
|
|
}
|
|
if req.MaxOutputTokens > 0 {
|
|
params.MaxCompletionTokens = param.NewOpt(int64(req.MaxOutputTokens))
|
|
}
|
|
|
|
stream := c.sdk.Chat.Completions.NewStreaming(ctx, params)
|
|
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 usageSent bool
|
|
for stream.Next() {
|
|
chunk := stream.Current()
|
|
|
|
// 处理 usage(最后一个含 usage 的 chunk,choices 为空)
|
|
if chunk.JSON.Usage.Valid() && chunk.Usage.PromptTokens > 0 {
|
|
if !send(StreamEvent{Type: EventUsage, Usage: &Usage{
|
|
PromptTokens: int(chunk.Usage.PromptTokens),
|
|
CompletionTokens: int(chunk.Usage.CompletionTokens),
|
|
}}) {
|
|
return
|
|
}
|
|
usageSent = true
|
|
}
|
|
|
|
for _, choice := range chunk.Choices {
|
|
delta := choice.Delta
|
|
|
|
// reasoning_content 扩展字段(DeepSeek-Reasoner / Qwen-Thinking)
|
|
// SDK v1.12: 非标准字段通过 delta.JSON.ExtraFields["reasoning_content"] 访问。
|
|
// ExtraFields 中的条目 status=invalid(不可 Valid()),但 Raw() 非空时表示字段存在。
|
|
// Raw() 返回带引号的原始 JSON 字符串,需 json.Unmarshal 解析为 Go string。
|
|
if rcField, ok := delta.JSON.ExtraFields["reasoning_content"]; ok && rcField.Raw() != "" {
|
|
var rcText string
|
|
if err := json.Unmarshal([]byte(rcField.Raw()), &rcText); err == nil && rcText != "" {
|
|
if !send(StreamEvent{Type: EventThinkingDelta, Text: rcText}) {
|
|
return
|
|
}
|
|
}
|
|
}
|
|
|
|
// 普通文本 delta
|
|
if delta.Content != "" {
|
|
if !send(StreamEvent{Type: EventTextDelta, Text: delta.Content}) {
|
|
return
|
|
}
|
|
}
|
|
|
|
// 流结束
|
|
if choice.FinishReason != "" {
|
|
// usage 可能在同一 chunk 的 choices 之后,也可能在独立 chunk;
|
|
// 此处仅在尚未发送 usage 时检查本 chunk 的 usage
|
|
if !usageSent && chunk.JSON.Usage.Valid() && chunk.Usage.PromptTokens > 0 {
|
|
if !send(StreamEvent{Type: EventUsage, Usage: &Usage{
|
|
PromptTokens: int(chunk.Usage.PromptTokens),
|
|
CompletionTokens: int(chunk.Usage.CompletionTokens),
|
|
}}) {
|
|
return
|
|
}
|
|
usageSent = true
|
|
}
|
|
if !send(StreamEvent{Type: EventDone, Reason: choice.FinishReason}) {
|
|
return
|
|
}
|
|
}
|
|
}
|
|
}
|
|
if err := stream.Err(); err != nil {
|
|
send(StreamEvent{Type: EventError, Err: fmt.Errorf("openai stream: %w", err)})
|
|
}
|
|
}()
|
|
|
|
return out, nil
|
|
}
|
|
|
|
// CountTokens 使用本地 tiktoken-go 统计 token 数,不发起远程 API 调用。
|
|
// 当模型不可识别时,自动回退到 cl100k_base 编码。
|
|
func (c *OpenAIClient) CountTokens(_ context.Context, modelID string, req Request) (int, error) {
|
|
enc, err := tiktoken.EncodingForModel(modelID)
|
|
if err != nil {
|
|
// SDK v1.12 / tiktoken-go v0.1.x: 未知模型时回退到 cl100k_base
|
|
enc, err = tiktoken.GetEncoding("cl100k_base")
|
|
if err != nil {
|
|
return 0, fmt.Errorf("tiktoken fallback cl100k_base: %w", err)
|
|
}
|
|
}
|
|
|
|
total := 0
|
|
if req.SystemPrompt != "" {
|
|
total += len(enc.Encode(req.SystemPrompt, nil, nil))
|
|
}
|
|
for _, m := range req.Messages {
|
|
for _, b := range m.Blocks {
|
|
if b.Type == "text" {
|
|
total += len(enc.Encode(b.Text, nil, nil))
|
|
}
|
|
}
|
|
}
|
|
return total, nil
|
|
}
|