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user-system/internal/pkg/apicompat/responses_to_anthropic_request.go

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package apicompat
import (
"encoding/json"
"fmt"
"strings"
)
// ResponsesToAnthropicRequest converts a Responses API request into an
// Anthropic Messages request. This is the reverse of AnthropicToResponses and
// enables Anthropic platform groups to accept OpenAI Responses API requests
// by converting them to the native /v1/messages format before forwarding upstream.
func ResponsesToAnthropicRequest(req *ResponsesRequest) (*AnthropicRequest, error) {
system, messages, err := convertResponsesInputToAnthropic(req.Input)
if err != nil {
return nil, err
}
out := &AnthropicRequest{
Model: req.Model,
Messages: messages,
Temperature: req.Temperature,
TopP: req.TopP,
Stream: req.Stream,
}
if len(system) > 0 {
out.System = system
}
// max_output_tokens → max_tokens
if req.MaxOutputTokens != nil && *req.MaxOutputTokens > 0 {
out.MaxTokens = *req.MaxOutputTokens
}
if out.MaxTokens == 0 {
// Anthropic requires max_tokens; default to a sensible value.
out.MaxTokens = 8192
}
// Convert tools
if len(req.Tools) > 0 {
out.Tools = convertResponsesToAnthropicTools(req.Tools)
}
// Convert tool_choice (reverse of convertAnthropicToolChoiceToResponses)
if len(req.ToolChoice) > 0 {
tc, err := convertResponsesToAnthropicToolChoice(req.ToolChoice)
if err != nil {
return nil, fmt.Errorf("convert tool_choice: %w", err)
}
out.ToolChoice = tc
}
// reasoning.effort → output_config.effort + thinking
if req.Reasoning != nil && req.Reasoning.Effort != "" {
effort := mapResponsesEffortToAnthropic(req.Reasoning.Effort)
out.OutputConfig = &AnthropicOutputConfig{Effort: effort}
// Enable thinking for non-low efforts
if effort != "low" {
out.Thinking = &AnthropicThinking{
Type: "enabled",
BudgetTokens: defaultThinkingBudget(effort),
}
}
}
return out, nil
}
// defaultThinkingBudget returns a sensible thinking budget based on effort level.
func defaultThinkingBudget(effort string) int {
switch effort {
case "low":
return 1024
case "medium":
return 4096
case "high":
return 10240
case "max":
return 32768
default:
return 10240
}
}
// mapResponsesEffortToAnthropic converts OpenAI Responses reasoning effort to
// Anthropic effort levels. Reverse of mapAnthropicEffortToResponses.
//
// low → low
// medium → medium
// high → high
// xhigh → max
func mapResponsesEffortToAnthropic(effort string) string {
if effort == "xhigh" {
return "max"
}
return effort // low→low, medium→medium, high→high, unknown→passthrough
}
// convertResponsesInputToAnthropic extracts system prompt and messages from
// a Responses API input array. Returns the system as raw JSON (for Anthropic's
// polymorphic system field) and a list of Anthropic messages.
func convertResponsesInputToAnthropic(inputRaw json.RawMessage) (json.RawMessage, []AnthropicMessage, error) {
// Try as plain string input.
var inputStr string
if err := json.Unmarshal(inputRaw, &inputStr); err == nil {
content, _ := json.Marshal(inputStr)
return nil, []AnthropicMessage{{Role: "user", Content: content}}, nil
}
var items []ResponsesInputItem
if err := json.Unmarshal(inputRaw, &items); err != nil {
return nil, nil, fmt.Errorf("parse responses input: %w", err)
}
var system json.RawMessage
var messages []AnthropicMessage
for _, item := range items {
switch {
case item.Role == "system":
// System prompt → Anthropic system field
text := extractTextFromContent(item.Content)
if text != "" {
system, _ = json.Marshal(text)
}
case item.Type == "function_call":
// function_call → assistant message with tool_use block
input := json.RawMessage("{}")
if item.Arguments != "" {
input = json.RawMessage(item.Arguments)
}
block := AnthropicContentBlock{
Type: "tool_use",
ID: fromResponsesCallIDToAnthropic(item.CallID),
Name: item.Name,
Input: input,
}
blockJSON, _ := json.Marshal([]AnthropicContentBlock{block})
messages = append(messages, AnthropicMessage{
Role: "assistant",
Content: blockJSON,
})
case item.Type == "function_call_output":
// function_call_output → user message with tool_result block
outputContent := item.Output
if outputContent == "" {
outputContent = "(empty)"
}
contentJSON, _ := json.Marshal(outputContent)
block := AnthropicContentBlock{
Type: "tool_result",
ToolUseID: fromResponsesCallIDToAnthropic(item.CallID),
Content: contentJSON,
}
blockJSON, _ := json.Marshal([]AnthropicContentBlock{block})
messages = append(messages, AnthropicMessage{
Role: "user",
Content: blockJSON,
})
case item.Role == "user":
content, err := convertResponsesUserToAnthropicContent(item.Content)
if err != nil {
return nil, nil, err
}
messages = append(messages, AnthropicMessage{
Role: "user",
Content: content,
})
case item.Role == "assistant":
content, err := convertResponsesAssistantToAnthropicContent(item.Content)
if err != nil {
return nil, nil, err
}
messages = append(messages, AnthropicMessage{
Role: "assistant",
Content: content,
})
default:
// Unknown role/type — attempt as user message
if item.Content != nil {
messages = append(messages, AnthropicMessage{
Role: "user",
Content: item.Content,
})
}
}
}
// Merge consecutive same-role messages (Anthropic requires alternating roles)
messages = mergeConsecutiveMessages(messages)
return system, messages, nil
}
// extractTextFromContent extracts text from a content field that may be a
// plain string or an array of content parts.
func extractTextFromContent(raw json.RawMessage) string {
if len(raw) == 0 {
return ""
}
var s string
if err := json.Unmarshal(raw, &s); err == nil {
return s
}
var parts []ResponsesContentPart
if err := json.Unmarshal(raw, &parts); err == nil {
var texts []string
for _, p := range parts {
if (p.Type == "input_text" || p.Type == "output_text" || p.Type == "text") && p.Text != "" {
texts = append(texts, p.Text)
}
}
return strings.Join(texts, "\n\n")
}
return ""
}
// convertResponsesUserToAnthropicContent converts a Responses user message
// content field into Anthropic content blocks JSON.
func convertResponsesUserToAnthropicContent(raw json.RawMessage) (json.RawMessage, error) {
if len(raw) == 0 {
return json.Marshal("") // empty string content
}
// Try plain string.
var s string
if err := json.Unmarshal(raw, &s); err == nil {
return json.Marshal(s)
}
// Array of content parts → Anthropic content blocks.
var parts []ResponsesContentPart
if err := json.Unmarshal(raw, &parts); err != nil {
// Pass through as-is if we can't parse
return raw, nil
}
var blocks []AnthropicContentBlock
for _, p := range parts {
switch p.Type {
case "input_text", "text":
if p.Text != "" {
blocks = append(blocks, AnthropicContentBlock{
Type: "text",
Text: p.Text,
})
}
case "input_image":
src := dataURIToAnthropicImageSource(p.ImageURL)
if src != nil {
blocks = append(blocks, AnthropicContentBlock{
Type: "image",
Source: src,
})
}
}
}
if len(blocks) == 0 {
return json.Marshal("")
}
return json.Marshal(blocks)
}
// convertResponsesAssistantToAnthropicContent converts a Responses assistant
// message content field into Anthropic content blocks JSON.
func convertResponsesAssistantToAnthropicContent(raw json.RawMessage) (json.RawMessage, error) {
if len(raw) == 0 {
return json.Marshal([]AnthropicContentBlock{{Type: "text", Text: ""}})
}
// Try plain string.
var s string
if err := json.Unmarshal(raw, &s); err == nil {
return json.Marshal([]AnthropicContentBlock{{Type: "text", Text: s}})
}
// Array of content parts → Anthropic content blocks.
var parts []ResponsesContentPart
if err := json.Unmarshal(raw, &parts); err != nil {
return raw, nil
}
var blocks []AnthropicContentBlock
for _, p := range parts {
switch p.Type {
case "output_text", "text":
if p.Text != "" {
blocks = append(blocks, AnthropicContentBlock{
Type: "text",
Text: p.Text,
})
}
}
}
if len(blocks) == 0 {
blocks = append(blocks, AnthropicContentBlock{Type: "text", Text: ""})
}
return json.Marshal(blocks)
}
// fromResponsesCallIDToAnthropic converts an OpenAI function call ID back to
// Anthropic format. Reverses toResponsesCallID.
func fromResponsesCallIDToAnthropic(id string) string {
// If it has our "fc_" prefix wrapping a known Anthropic prefix, strip it
if after, ok := strings.CutPrefix(id, "fc_"); ok {
if strings.HasPrefix(after, "toolu_") || strings.HasPrefix(after, "call_") {
return after
}
}
// Generate a synthetic Anthropic tool ID
if !strings.HasPrefix(id, "toolu_") && !strings.HasPrefix(id, "call_") {
return "toolu_" + id
}
return id
}
// dataURIToAnthropicImageSource parses a data URI into an AnthropicImageSource.
func dataURIToAnthropicImageSource(dataURI string) *AnthropicImageSource {
if !strings.HasPrefix(dataURI, "data:") {
return nil
}
// Format: data:<media_type>;base64,<data>
rest := strings.TrimPrefix(dataURI, "data:")
semicolonIdx := strings.Index(rest, ";")
if semicolonIdx < 0 {
return nil
}
mediaType := rest[:semicolonIdx]
rest = rest[semicolonIdx+1:]
if !strings.HasPrefix(rest, "base64,") {
return nil
}
data := strings.TrimPrefix(rest, "base64,")
return &AnthropicImageSource{
Type: "base64",
MediaType: mediaType,
Data: data,
}
}
// mergeConsecutiveMessages merges consecutive messages with the same role
// because Anthropic requires alternating user/assistant turns.
func mergeConsecutiveMessages(messages []AnthropicMessage) []AnthropicMessage {
if len(messages) <= 1 {
return messages
}
var merged []AnthropicMessage
for _, msg := range messages {
if len(merged) == 0 || merged[len(merged)-1].Role != msg.Role {
merged = append(merged, msg)
continue
}
// Same role — merge content arrays
last := &merged[len(merged)-1]
lastBlocks := parseContentBlocks(last.Content)
newBlocks := parseContentBlocks(msg.Content)
combined := append(lastBlocks, newBlocks...)
last.Content, _ = json.Marshal(combined)
}
return merged
}
// parseContentBlocks attempts to parse content as []AnthropicContentBlock.
// If it's a string, wraps it in a text block.
func parseContentBlocks(raw json.RawMessage) []AnthropicContentBlock {
var blocks []AnthropicContentBlock
if err := json.Unmarshal(raw, &blocks); err == nil {
return blocks
}
var s string
if err := json.Unmarshal(raw, &s); err == nil {
return []AnthropicContentBlock{{Type: "text", Text: s}}
}
return nil
}
// convertResponsesToAnthropicTools maps Responses API tools to Anthropic format.
// Reverse of convertAnthropicToolsToResponses.
func convertResponsesToAnthropicTools(tools []ResponsesTool) []AnthropicTool {
var out []AnthropicTool
for _, t := range tools {
switch t.Type {
case "web_search":
out = append(out, AnthropicTool{
Type: "web_search_20250305",
Name: "web_search",
})
case "function":
out = append(out, AnthropicTool{
Name: t.Name,
Description: t.Description,
InputSchema: normalizeAnthropicInputSchema(t.Parameters),
})
default:
// Pass through unknown tool types
out = append(out, AnthropicTool{
Type: t.Type,
Name: t.Name,
Description: t.Description,
InputSchema: t.Parameters,
})
}
}
return out
}
// normalizeAnthropicInputSchema ensures the input_schema has a "type" field.
func normalizeAnthropicInputSchema(schema json.RawMessage) json.RawMessage {
if len(schema) == 0 || string(schema) == "null" {
return json.RawMessage(`{"type":"object","properties":{}}`)
}
return schema
}
// convertResponsesToAnthropicToolChoice maps Responses tool_choice to Anthropic format.
// Reverse of convertAnthropicToolChoiceToResponses.
//
// "auto" → {"type":"auto"}
// "required" → {"type":"any"}
// "none" → {"type":"none"}
// {"type":"function","function":{"name":"X"}} → {"type":"tool","name":"X"}
func convertResponsesToAnthropicToolChoice(raw json.RawMessage) (json.RawMessage, error) {
// Try as string first
var s string
if err := json.Unmarshal(raw, &s); err == nil {
switch s {
case "auto":
return json.Marshal(map[string]string{"type": "auto"})
case "required":
return json.Marshal(map[string]string{"type": "any"})
case "none":
return json.Marshal(map[string]string{"type": "none"})
default:
return raw, nil
}
}
// Try as object with type=function
var tc struct {
Type string `json:"type"`
Function struct {
Name string `json:"name"`
} `json:"function"`
}
if err := json.Unmarshal(raw, &tc); err == nil && tc.Type == "function" && tc.Function.Name != "" {
return json.Marshal(map[string]string{
"type": "tool",
"name": tc.Function.Name,
})
}
// Pass through unknown
return raw, nil
}