fix(llm): 兼容推理/Beta模型(如 o1/o3/gpt-5.6系列)固定 temperature=1 限制

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unclesam committed 2026-08-22 20:39:04 +08:00
1 parent 422bd581e0
commit 4e8bcdd68e
2 files changed
+45 -7

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+44 -6
View File
@@ -238,16 +238,41 @@ func NewClient(cfg Config) (*Client, error) {
}, nil
}
// isReasoningModel 判断是否为推理或带有 Beta 限制的模型(这类模型要求 temperature 固定为 1)
func isReasoningModel(model string) bool {
m := strings.ToLower(model)
return strings.HasPrefix(m, "o1") ||
strings.HasPrefix(m, "o3") ||
strings.HasPrefix(m, "o4") ||
strings.Contains(m, "reasoner") ||
strings.Contains(m, "gpt-5") ||
strings.Contains(m, "luna") ||
strings.Contains(m, "terra") ||
strings.Contains(m, "sol")
}
// Review 一次性完整返回代码评审结果
func (c *Client) Review(ctx context.Context, systemPrompt, diff string) (string, error) {
resp, err := c.client.CreateChatCompletion(ctx, openai.ChatCompletionRequest{
temp := float32(0.2)
if isReasoningModel(c.model) {
temp = 1.0
}
req := openai.ChatCompletionRequest{
Model: c.model,
Messages: []openai.ChatCompletionMessage{
{Role: openai.ChatMessageRoleSystem, Content: systemPrompt},
{Role: openai.ChatMessageRoleUser, Content: diff},
},
Temperature: 0.2, // 代码评审低随机性
})
Temperature: temp,
}
resp, err := c.client.CreateChatCompletion(ctx, req)
// 针对限制了 temperature 的模型,自动降级为 1.0 重试
if err != nil && (strings.Contains(strings.ToLower(err.Error()), "temperature") || strings.Contains(strings.ToLower(err.Error()), "beta-limitations")) {
req.Temperature = 1.0
resp, err = c.client.CreateChatCompletion(ctx, req)
}
if err != nil {
return "", fmt.Errorf("代码评审调用失败: %w", err)
@@ -376,18 +401,31 @@ func (u *Usage) EstimateCost() float64 {
// ReviewStream 流式逐字返回评审结果(打字机效果),同时返回 Token 使用量
func (c *Client) ReviewStream(ctx context.Context, systemPrompt, diff string, onChunk func(chunk string)) (*Usage, error) {
stream, err := c.client.CreateChatCompletionStream(ctx, openai.ChatCompletionRequest{
temp := float32(0.2)
if isReasoningModel(c.model) {
temp = 1.0
}
req := openai.ChatCompletionRequest{
Model: c.model,
Messages: []openai.ChatCompletionMessage{
{Role: openai.ChatMessageRoleSystem, Content: systemPrompt},
{Role: openai.ChatMessageRoleUser, Content: diff},
},
Temperature: 0.2,
Temperature: temp,
Stream: true,
StreamOptions: &openai.StreamOptions{
IncludeUsage: true,
},
})
}
stream, err := c.client.CreateChatCompletionStream(ctx, req)
// 针对限制了 temperature 的模型,自动降级为 1.0 重试
if err != nil && (strings.Contains(strings.ToLower(err.Error()), "temperature") || strings.Contains(strings.ToLower(err.Error()), "beta-limitations")) {
req.Temperature = 1.0
stream, err = c.client.CreateChatCompletionStream(ctx, req)
}
if err != nil {
return nil, fmt.Errorf("创建流式请求失败: %w", err)
}
+1 -1
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@@ -12,7 +12,7 @@ import (
)
// CurrentVersion 当前编译版本号
const CurrentVersion = "v1.0.5"
const CurrentVersion = "v1.0.6"
const (
githubAPIURL = "https://api.github.com/repos/unclesam-ly/git-air/releases/latest"