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WeKnora deployment source with the reviewed wiki identity, summary and recovery fixes
2026-09-22 16:19:06 +08:00

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This file contains ambiguous Unicode characters
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package chat
import (
"encoding/json"
"fmt"
"github.com/sashabaranov/go-openai"
)
// ConvertMessages 转换消息格式为 OpenAI 格式(导出供子类使用)
func (c *RemoteAPIChat) ConvertMessages(messages []Message) []openai.ChatCompletionMessage {
openaiMessages := make([]openai.ChatCompletionMessage, 0, len(messages))
for _, msg := range messages {
openaiMsg := openai.ChatCompletionMessage{
Role: msg.Role,
}
// 优先处理多内容消息(包含图片等)
if len(msg.MultiContent) > 0 {
openaiMsg.MultiContent = make([]openai.ChatMessagePart, 0, len(msg.MultiContent))
for _, part := range msg.MultiContent {
switch part.Type {
case "text":
openaiMsg.MultiContent = append(openaiMsg.MultiContent, openai.ChatMessagePart{
Type: openai.ChatMessagePartTypeText,
Text: part.Text,
})
case "image_url":
if part.ImageURL != nil {
openaiMsg.MultiContent = append(openaiMsg.MultiContent, openai.ChatMessagePart{
Type: openai.ChatMessagePartTypeImageURL,
ImageURL: &openai.ChatMessageImageURL{
URL: part.ImageURL.URL,
Detail: openai.ImageURLDetail(part.ImageURL.Detail),
},
})
}
}
}
} else if len(msg.Images) > 0 && msg.Role == "user" {
parts := make([]openai.ChatMessagePart, 0, len(msg.Images)+1)
for _, imgURL := range msg.Images {
resolved := resolveImageURLForLLM(imgURL)
parts = append(parts, openai.ChatMessagePart{
Type: openai.ChatMessagePartTypeImageURL,
ImageURL: &openai.ChatMessageImageURL{
URL: resolved,
Detail: openai.ImageURLDetailAuto,
},
})
}
parts = append(parts, openai.ChatMessagePart{
Type: openai.ChatMessagePartTypeText,
Text: msg.Content,
})
openaiMsg.MultiContent = parts
} else if msg.Content != "" {
openaiMsg.Content = msg.Content
}
if len(msg.ToolCalls) > 0 {
openaiMsg.ToolCalls = make([]openai.ToolCall, 0, len(msg.ToolCalls))
for _, tc := range msg.ToolCalls {
toolType := openai.ToolType(tc.Type)
openaiMsg.ToolCalls = append(openaiMsg.ToolCalls, openai.ToolCall{
ID: tc.ID,
Type: toolType,
Function: openai.FunctionCall{
Name: tc.Function.Name,
Arguments: tc.Function.Arguments,
},
})
}
}
if msg.Role == "tool" {
openaiMsg.ToolCallID = msg.ToolCallID
openaiMsg.Name = msg.Name
}
// Round-trip reasoning_content on assistant turns. MiMo and DeepSeek V3.2+
// thinking mode reject multi-turn requests where the prior assistant
// message lacks its reasoning_content with HTTP 400 ("The reasoning_content
// in the thinking mode must be passed back to the API."). Providers that
// don't recognize the field ignore it harmlessly.
if msg.Role == "assistant" && msg.ReasoningContent != "" {
openaiMsg.ReasoningContent = msg.ReasoningContent
}
openaiMessages = append(openaiMessages, openaiMsg)
}
return openaiMessages
}
// BuildChatCompletionRequest 构建标准聊天请求参数(导出供子类使用)。
//
// 这是一个不含任何 provider 特定逻辑的通用实现:所有采样参数(temperature /
// top_p / penalties)与 max_tokens 都按 opts 直接映射。供应商相关的特判
// (OpenAI o-series / GPT-5 改用 max_completion_tokens、Moonshot 固定温度等)
// 由对应的 providerAdapter.ShapeRequest 在事后施加,见 provider.go。
func (c *RemoteAPIChat) BuildChatCompletionRequest(
messages []Message, opts *ChatOptions, isStream bool,
) openai.ChatCompletionRequest {
req := openai.ChatCompletionRequest{
Model: c.modelName,
Messages: c.ConvertMessages(messages),
Stream: isStream,
}
if isStream {
req.StreamOptions = &openai.StreamOptions{IncludeUsage: true}
}
if opts == nil {
return req
}
req.Temperature = float32(opts.Temperature)
if opts.TopP > 0 {
req.TopP = float32(opts.TopP)
}
if opts.FrequencyPenalty > 0 {
req.FrequencyPenalty = float32(opts.FrequencyPenalty)
}
if opts.PresencePenalty > 0 {
req.PresencePenalty = float32(opts.PresencePenalty)
}
if opts.MaxTokens > 0 {
req.MaxTokens = opts.MaxTokens
}
if opts.MaxCompletionTokens > 0 {
req.MaxCompletionTokens = opts.MaxCompletionTokens
}
// 处理 Tools
if len(opts.Tools) > 0 {
req.Tools = make([]openai.Tool, 0, len(opts.Tools))
for _, tool := range opts.Tools {
toolType := openai.ToolType(tool.Type)
openaiTool := openai.Tool{
Type: toolType,
Function: &openai.FunctionDefinition{
Name: tool.Function.Name,
Description: tool.Function.Description,
},
}
if tool.Function.Parameters != nil {
openaiTool.Function.Parameters = tool.Function.Parameters
}
req.Tools = append(req.Tools, openaiTool)
}
}
// 处理 ParallelToolCalls
if opts.ParallelToolCalls != nil {
val := *opts.ParallelToolCalls
req.ParallelToolCalls = val
}
// 处理 ToolChoice(标准实现)
if opts.ToolChoice != "" {
switch opts.ToolChoice {
case "none", "required", "auto":
req.ToolChoice = opts.ToolChoice
default:
req.ToolChoice = openai.ToolChoice{
Type: "function",
Function: openai.ToolFunction{
Name: opts.ToolChoice,
},
}
}
}
if len(opts.Format) > 0 {
req.ResponseFormat = &openai.ChatCompletionResponseFormat{
Type: openai.ChatCompletionResponseFormatTypeJSONObject,
}
req.Messages[len(req.Messages)-1].Content += fmt.Sprintf("\nUse this JSON schema: %s", opts.Format)
}
return req
}
func (c *RemoteAPIChat) buildProviderOpenAIRequest(
body any,
openAIMessages []openai.ChatCompletionMessage,
messages []Message,
) (map[string]any, error) {
data, err := json.Marshal(body)
if err != nil {
return nil, fmt.Errorf("marshal provider request: %w", err)
}
var out map[string]any
if err := json.Unmarshal(data, &out); err != nil {
return nil, fmt.Errorf("unmarshal provider request: %w", err)
}
providerMessages := make([]map[string]any, 0, len(openAIMessages))
for i, msg := range openAIMessages {
msgData, err := json.Marshal(msg)
if err != nil {
return nil, fmt.Errorf("marshal provider message: %w", err)
}
var msgMap map[string]any
if err := json.Unmarshal(msgData, &msgMap); err != nil {
return nil, fmt.Errorf("unmarshal provider message: %w", err)
}
if i < len(messages) && len(messages[i].ToolCalls) > 0 && len(msg.ToolCalls) > 0 {
toolCalls := make([]map[string]any, 0, len(msg.ToolCalls))
for j, tc := range msg.ToolCalls {
tcData, err := json.Marshal(tc)
if err != nil {
return nil, fmt.Errorf("marshal provider tool call: %w", err)
}
var tcMap map[string]any
if err := json.Unmarshal(tcData, &tcMap); err != nil {
return nil, fmt.Errorf("unmarshal provider tool call: %w", err)
}
if j < len(messages[i].ToolCalls) {
c.adapter.InjectToolCallMetadata(tcMap, messages[i].ToolCalls[j].ProviderMetadata)
}
toolCalls = append(toolCalls, tcMap)
}
msgMap["tool_calls"] = toolCalls
}
providerMessages = append(providerMessages, msgMap)
}
out["messages"] = providerMessages
return out, nil
}
func (c *RemoteAPIChat) shapeProviderRequest(body any, req openai.ChatCompletionRequest, messages []Message) (any, error) {
if !c.adapter.ForceRawHTTP() {
return body, nil
}
return c.buildProviderOpenAIRequest(body, req.Messages, messages)
}