Files
CLIProxyAPI/internal/translator/openai/claude/openai_claude_request.go
2025-09-22 01:40:24 +08:00

242 lines
8.7 KiB
Go

// Package claude provides request translation functionality for Anthropic to OpenAI API.
// It handles parsing and transforming Anthropic API requests into OpenAI Chat Completions API format,
// extracting model information, system instructions, message contents, and tool declarations.
// The package performs JSON data transformation to ensure compatibility
// between Anthropic API format and OpenAI API's expected format.
package claude
import (
"bytes"
"encoding/json"
"strings"
log "github.com/sirupsen/logrus"
"github.com/tidwall/gjson"
"github.com/tidwall/sjson"
)
// ConvertClaudeRequestToOpenAI parses and transforms an Anthropic API request into OpenAI Chat Completions API format.
// It extracts the model name, system instruction, message contents, and tool declarations
// from the raw JSON request and returns them in the format expected by the OpenAI API.
func ConvertClaudeRequestToOpenAI(modelName string, inputRawJSON []byte, stream bool) []byte {
log.Debug("ConvertClaudeRequestToOpenAI")
rawJSON := bytes.Clone(inputRawJSON)
// Base OpenAI Chat Completions API template
out := `{"model":"","messages":[]}`
root := gjson.ParseBytes(rawJSON)
// Model mapping
out, _ = sjson.Set(out, "model", modelName)
// Max tokens
if maxTokens := root.Get("max_tokens"); maxTokens.Exists() {
out, _ = sjson.Set(out, "max_tokens", maxTokens.Int())
}
// Temperature
if temp := root.Get("temperature"); temp.Exists() {
out, _ = sjson.Set(out, "temperature", temp.Float())
}
// Top P
if topP := root.Get("top_p"); topP.Exists() {
out, _ = sjson.Set(out, "top_p", topP.Float())
}
// Stop sequences -> stop
if stopSequences := root.Get("stop_sequences"); stopSequences.Exists() {
if stopSequences.IsArray() {
var stops []string
stopSequences.ForEach(func(_, value gjson.Result) bool {
stops = append(stops, value.String())
return true
})
if len(stops) > 0 {
if len(stops) == 1 {
out, _ = sjson.Set(out, "stop", stops[0])
} else {
out, _ = sjson.Set(out, "stop", stops)
}
}
}
}
// Stream
out, _ = sjson.Set(out, "stream", stream)
// Process messages and system
var messagesJSON = "[]"
// Handle system message first
systemMsgJSON := `{"role":"system","content":[{"type":"text","text":"Use ANY tool, the parameters MUST accord with RFC 8259 (The JavaScript Object Notation (JSON) Data Interchange Format), the keys and value MUST be enclosed in double quotes."}]}`
if system := root.Get("system"); system.Exists() {
if system.Type == gjson.String {
if system.String() != "" {
oldSystem := `{"type":"text","text":""}`
oldSystem, _ = sjson.Set(oldSystem, "text", system.String())
systemMsgJSON, _ = sjson.SetRaw(systemMsgJSON, "content.-1", oldSystem)
}
} else if system.Type == gjson.JSON {
if system.IsArray() {
systemResults := system.Array()
for i := 0; i < len(systemResults); i++ {
systemMsgJSON, _ = sjson.SetRaw(systemMsgJSON, "content.-1", systemResults[i].Raw)
}
}
}
}
messagesJSON, _ = sjson.SetRaw(messagesJSON, "-1", systemMsgJSON)
// Process Anthropic messages
if messages := root.Get("messages"); messages.Exists() && messages.IsArray() {
messages.ForEach(func(_, message gjson.Result) bool {
role := message.Get("role").String()
contentResult := message.Get("content")
// Handle content
if contentResult.Exists() && contentResult.IsArray() {
var textParts []string
var toolCalls []interface{}
contentResult.ForEach(func(_, part gjson.Result) bool {
partType := part.Get("type").String()
switch partType {
case "text":
textParts = append(textParts, part.Get("text").String())
case "image":
// Convert Anthropic image format to OpenAI format
if source := part.Get("source"); source.Exists() {
sourceType := source.Get("type").String()
if sourceType == "base64" {
mediaType := source.Get("media_type").String()
data := source.Get("data").String()
imageURL := "data:" + mediaType + ";base64," + data
// For now, add as text since OpenAI image handling is complex
// In a real implementation, you'd need to handle this properly
textParts = append(textParts, "[Image: "+imageURL+"]")
}
}
case "tool_use":
// Convert to OpenAI tool call format
toolCallJSON := `{"id":"","type":"function","function":{"name":"","arguments":""}}`
toolCallJSON, _ = sjson.Set(toolCallJSON, "id", part.Get("id").String())
toolCallJSON, _ = sjson.Set(toolCallJSON, "function.name", part.Get("name").String())
// Convert input to arguments JSON string
if input := part.Get("input"); input.Exists() {
if inputJSON, err := json.Marshal(input.Value()); err == nil {
toolCallJSON, _ = sjson.Set(toolCallJSON, "function.arguments", string(inputJSON))
} else {
toolCallJSON, _ = sjson.Set(toolCallJSON, "function.arguments", "{}")
}
} else {
toolCallJSON, _ = sjson.Set(toolCallJSON, "function.arguments", "{}")
}
toolCalls = append(toolCalls, gjson.Parse(toolCallJSON).Value())
case "tool_result":
// Convert to OpenAI tool message format and add immediately to preserve order
toolResultJSON := `{"role":"tool","tool_call_id":"","content":""}`
toolResultJSON, _ = sjson.Set(toolResultJSON, "tool_call_id", part.Get("tool_use_id").String())
toolResultJSON, _ = sjson.Set(toolResultJSON, "content", part.Get("content").String())
messagesJSON, _ = sjson.Set(messagesJSON, "-1", gjson.Parse(toolResultJSON).Value())
}
return true
})
// Create main message if there's text content or tool calls
if len(textParts) > 0 || len(toolCalls) > 0 {
msgJSON := `{"role":"","content":""}`
msgJSON, _ = sjson.Set(msgJSON, "role", role)
// Set content
if len(textParts) > 0 {
msgJSON, _ = sjson.Set(msgJSON, "content", strings.Join(textParts, ""))
} else {
msgJSON, _ = sjson.Set(msgJSON, "content", "")
}
// Set tool calls for assistant messages
if role == "assistant" && len(toolCalls) > 0 {
toolCallsJSON, _ := json.Marshal(toolCalls)
msgJSON, _ = sjson.SetRaw(msgJSON, "tool_calls", string(toolCallsJSON))
}
if gjson.Get(msgJSON, "content").String() != "" || len(toolCalls) != 0 {
messagesJSON, _ = sjson.Set(messagesJSON, "-1", gjson.Parse(msgJSON).Value())
}
}
} else if contentResult.Exists() && contentResult.Type == gjson.String {
// Simple string content
msgJSON := `{"role":"","content":""}`
msgJSON, _ = sjson.Set(msgJSON, "role", role)
msgJSON, _ = sjson.Set(msgJSON, "content", contentResult.String())
messagesJSON, _ = sjson.Set(messagesJSON, "-1", gjson.Parse(msgJSON).Value())
}
return true
})
}
// Set messages
if gjson.Parse(messagesJSON).IsArray() && len(gjson.Parse(messagesJSON).Array()) > 0 {
out, _ = sjson.SetRaw(out, "messages", messagesJSON)
}
// Process tools - convert Anthropic tools to OpenAI functions
if tools := root.Get("tools"); tools.Exists() && tools.IsArray() {
var toolsJSON = "[]"
tools.ForEach(func(_, tool gjson.Result) bool {
openAIToolJSON := `{"type":"function","function":{"name":"","description":""}}`
openAIToolJSON, _ = sjson.Set(openAIToolJSON, "function.name", tool.Get("name").String())
openAIToolJSON, _ = sjson.Set(openAIToolJSON, "function.description", tool.Get("description").String())
// Convert Anthropic input_schema to OpenAI function parameters
if inputSchema := tool.Get("input_schema"); inputSchema.Exists() {
openAIToolJSON, _ = sjson.Set(openAIToolJSON, "function.parameters", inputSchema.Value())
}
toolsJSON, _ = sjson.Set(toolsJSON, "-1", gjson.Parse(openAIToolJSON).Value())
return true
})
if gjson.Parse(toolsJSON).IsArray() && len(gjson.Parse(toolsJSON).Array()) > 0 {
out, _ = sjson.SetRaw(out, "tools", toolsJSON)
}
}
// Tool choice mapping - convert Anthropic tool_choice to OpenAI format
if toolChoice := root.Get("tool_choice"); toolChoice.Exists() {
switch toolChoice.Get("type").String() {
case "auto":
out, _ = sjson.Set(out, "tool_choice", "auto")
case "any":
out, _ = sjson.Set(out, "tool_choice", "required")
case "tool":
// Specific tool choice
toolName := toolChoice.Get("name").String()
toolChoiceJSON := `{"type":"function","function":{"name":""}}`
toolChoiceJSON, _ = sjson.Set(toolChoiceJSON, "function.name", toolName)
out, _ = sjson.SetRaw(out, "tool_choice", toolChoiceJSON)
default:
// Default to auto if not specified
out, _ = sjson.Set(out, "tool_choice", "auto")
}
}
// Handle user parameter (for tracking)
if user := root.Get("user"); user.Exists() {
out, _ = sjson.Set(out, "user", user.String())
}
return []byte(out)
}