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openai.go
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package aisdk
import (
"encoding/base64"
"encoding/json"
"fmt"
"github.com/openai/openai-go"
"github.com/openai/openai-go/packages/param"
"github.com/openai/openai-go/packages/ssestream"
)
// ToolsToOpenAI converts the tool format to OpenAI's API format.
func ToolsToOpenAI(tools []Tool) []openai.ChatCompletionToolParam {
openaiTools := []openai.ChatCompletionToolParam{}
for _, tool := range tools {
var schemaParams map[string]any
if tool.Schema.Properties != nil {
schemaParams = map[string]any{
"type": "object",
"properties": tool.Schema.Properties,
}
if len(tool.Schema.Required) > 0 {
schemaParams["required"] = tool.Schema.Required
}
}
openaiTools = append(openaiTools, openai.ChatCompletionToolParam{
Function: openai.FunctionDefinitionParam{
Name: tool.Name,
Description: param.NewOpt[string](tool.Description),
Parameters: schemaParams,
},
})
}
return openaiTools
}
// MessagesToOpenAI converts internal message format to OpenAI's API format.
func MessagesToOpenAI(messages []Message) ([]openai.ChatCompletionMessageParamUnion, error) {
openaiMessages := []openai.ChatCompletionMessageParamUnion{}
for _, message := range messages {
switch message.Role {
case "system":
openaiMessages = append(openaiMessages, openai.SystemMessage(message.Content))
case "user":
content := []openai.ChatCompletionContentPartUnionParam{}
for _, part := range message.Parts {
switch part.Type {
case PartTypeText:
content = append(content, openai.ChatCompletionContentPartUnionParam{
OfText: &openai.ChatCompletionContentPartTextParam{
Text: part.Text,
},
})
case PartTypeFile:
content = append(content, openai.ChatCompletionContentPartUnionParam{
OfImageURL: &openai.ChatCompletionContentPartImageParam{
ImageURL: openai.ChatCompletionContentPartImageImageURLParam{
URL: fmt.Sprintf("data:%s;base64,%s", part.MimeType, base64.StdEncoding.EncodeToString(part.Data)),
},
},
})
}
}
for _, attachment := range message.Attachments {
content = append(content, openai.ChatCompletionContentPartUnionParam{
OfImageURL: &openai.ChatCompletionContentPartImageParam{
ImageURL: openai.ChatCompletionContentPartImageImageURLParam{
URL: attachment.URL,
},
},
})
}
openaiMessages = append(openaiMessages, openai.ChatCompletionMessageParamUnion{
OfUser: &openai.ChatCompletionUserMessageParam{
Content: openai.ChatCompletionUserMessageParamContentUnion{
OfArrayOfContentParts: content,
},
},
})
case "assistant":
content := &openai.ChatCompletionAssistantMessageParam{}
for _, part := range message.Parts {
switch part.Type {
case PartTypeText:
content.Content.OfArrayOfContentParts = append(content.Content.OfArrayOfContentParts, openai.ChatCompletionAssistantMessageParamContentArrayOfContentPartUnion{
OfText: &openai.ChatCompletionContentPartTextParam{
Text: part.Text,
},
})
case PartTypeToolInvocation:
if part.ToolInvocation == nil {
return nil, fmt.Errorf("assistant message part has type tool-invocation but nil ToolInvocation field (ID: %s)", message.ID)
}
argsJSON, err := json.Marshal(part.ToolInvocation.Args)
if err != nil {
return nil, fmt.Errorf("marshalling tool input for call %s: %w", part.ToolInvocation.ToolCallID, err)
}
content.ToolCalls = append(content.ToolCalls, openai.ChatCompletionMessageToolCallParam{
ID: part.ToolInvocation.ToolCallID,
Function: openai.ChatCompletionMessageToolCallFunctionParam{
Name: part.ToolInvocation.ToolName,
Arguments: string(argsJSON),
},
})
if part.ToolInvocation.State != ToolInvocationStateResult {
continue
}
openaiMessages = append(openaiMessages, openai.ChatCompletionMessageParamUnion{
OfAssistant: content,
})
content = &openai.ChatCompletionAssistantMessageParam{}
parts := []openai.ChatCompletionContentPartTextParam{}
resultParts, err := toolResultToParts(part.ToolInvocation.Result)
if err != nil {
return nil, fmt.Errorf("failed to convert tool call result to parts: %w", err)
}
for _, resultPart := range resultParts {
switch resultPart.Type {
case PartTypeText:
parts = append(parts, openai.ChatCompletionContentPartTextParam{
Text: resultPart.Text,
})
case PartTypeFile:
// Unfortunately, OpenAI doesn't support file content in tool messages.
parts = append(parts, openai.ChatCompletionContentPartTextParam{
Text: "File content was provided as a tool result, but is not supported by OpenAI.",
})
continue
}
}
openaiMessages = append(openaiMessages, openai.ChatCompletionMessageParamUnion{
OfTool: &openai.ChatCompletionToolMessageParam{
ToolCallID: part.ToolInvocation.ToolCallID,
Content: openai.ChatCompletionToolMessageParamContentUnion{
OfArrayOfContentParts: parts,
},
},
})
}
}
if len(content.Content.OfArrayOfContentParts) > 0 {
openaiMessages = append(openaiMessages, openai.ChatCompletionMessageParamUnion{
OfAssistant: &openai.ChatCompletionAssistantMessageParam{
Content: openai.ChatCompletionAssistantMessageParamContentUnion{
OfArrayOfContentParts: content.Content.OfArrayOfContentParts,
},
},
})
}
}
}
return openaiMessages, nil
}
// OpenAIToDataStream pipes an OpenAI stream to a DataStream.
func OpenAIToDataStream(stream *ssestream.Stream[openai.ChatCompletionChunk]) DataStream {
return func(yield func(DataStreamPart, error) bool) {
var lastChunk *openai.ChatCompletionChunk
var currentToolCallID string
if stream.Err() != nil {
if !yield(ErrorStreamPart{Content: stream.Err().Error()}, nil) {
return
}
}
for stream.Next() {
chunk := stream.Current()
lastChunk = &chunk
if len(chunk.Choices) == 0 {
break
}
choice := chunk.Choices[0]
if choice.Delta.Content != "" {
// Yield a Part object instead of TextStreamPart
if !yield(TextStreamPart{Content: choice.Delta.Content}, nil) {
return
}
}
for _, toolCallDelta := range choice.Delta.ToolCalls {
// The tool call ID is only present in the first delta.
if toolCallDelta.ID != "" {
currentToolCallID = toolCallDelta.ID // Update current ID when starting new tool call
if !yield(ToolCallStartStreamPart{
ToolCallID: currentToolCallID,
ToolName: toolCallDelta.Function.Name,
}, nil) {
return
}
}
// Only emit delta parts if we have arguments
if toolCallDelta.Function.Arguments != "" {
if currentToolCallID == "" {
if !yield(nil, fmt.Errorf("received tool call delta with empty ID and no current tool call")) {
return
}
continue
}
if !yield(ToolCallDeltaStreamPart{
ToolCallID: currentToolCallID,
ArgsTextDelta: toolCallDelta.Function.Arguments,
}, nil) {
return
}
}
}
if choice.FinishReason != "" {
var finishReason FinishReason
switch choice.FinishReason {
case "tool_calls":
finishReason = FinishReasonToolCalls
default:
finishReason = FinishReasonStop
}
if !yield(FinishStepStreamPart{
IsContinued: false,
FinishReason: finishReason,
}, nil) {
return
}
}
}
var finishReason FinishReason
var promptTokens, completionTokens *int64
if lastChunk != nil && len(lastChunk.Choices) > 0 {
choice := lastChunk.Choices[0]
switch choice.FinishReason {
case "tool_calls":
finishReason = FinishReasonToolCalls
default:
finishReason = FinishReasonStop
}
if lastChunk.Usage.JSON.CompletionTokens.Valid() {
tokens := int64(lastChunk.Usage.CompletionTokens)
completionTokens = &tokens
}
if lastChunk.Usage.JSON.PromptTokens.Valid() {
tokens := int64(lastChunk.Usage.PromptTokens)
promptTokens = &tokens
}
}
yield(FinishMessageStreamPart{
FinishReason: finishReason,
Usage: Usage{
PromptTokens: promptTokens,
CompletionTokens: completionTokens,
},
}, nil)
}
}