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ResponsesParser.ts
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import { OpenAIError } from '../error';
import type { ChatCompletionTool } from '../resources/chat/completions';
import {
type FunctionTool,
type ParsedContent,
type ParsedResponse,
type ParsedResponseFunctionToolCall,
type ParsedResponseOutputItem,
type Response,
type ResponseCreateParamsBase,
type ResponseCreateParamsNonStreaming,
type ResponseFunctionToolCall,
type Tool,
} from '../resources/responses/responses';
import { type AutoParseableTextFormat, isAutoParsableResponseFormat } from '../lib/parser';
export type ParseableToolsParams = Array<Tool> | ChatCompletionTool | null;
export type ResponseCreateParamsWithTools = ResponseCreateParamsBase & {
tools?: ParseableToolsParams;
};
export type ExtractParsedContentFromParams<Params extends ResponseCreateParamsWithTools> =
NonNullable<Params['text']>['format'] extends AutoParseableTextFormat<infer P> ? P : null;
export function maybeParseResponse<
Params extends ResponseCreateParamsBase | null,
ParsedT = Params extends null ? null : ExtractParsedContentFromParams<NonNullable<Params>>,
>(response: Response, params: Params): ParsedResponse<ParsedT> {
if (!params || !hasAutoParseableInput(params)) {
return {
...response,
output_parsed: null,
output: response.output.map((item) => {
if (item.type === 'function_call') {
return {
...item,
parsed_arguments: null,
};
}
if (item.type === 'message') {
return {
...item,
content: item.content.map((content) => ({
...content,
parsed: null,
})),
};
} else {
return item;
}
}),
};
}
return parseResponse(response, params);
}
export function parseResponse<
Params extends ResponseCreateParamsBase,
ParsedT = ExtractParsedContentFromParams<Params>,
>(response: Response, params: Params): ParsedResponse<ParsedT> {
const output: Array<ParsedResponseOutputItem<ParsedT>> = response.output.map(
(item): ParsedResponseOutputItem<ParsedT> => {
if (item.type === 'function_call') {
return {
...item,
parsed_arguments: parseToolCall(params, item),
};
}
if (item.type === 'message') {
const content: Array<ParsedContent<ParsedT>> = item.content.map((content) => {
if (content.type === 'output_text') {
return {
...content,
parsed: parseTextFormat(params, content.text),
};
}
return content;
});
return {
...item,
content,
};
}
return item;
},
);
const parsed: Omit<ParsedResponse<ParsedT>, 'output_parsed'> = Object.assign({}, response, { output });
if (!Object.getOwnPropertyDescriptor(response, 'output_text')) {
addOutputText(parsed);
}
Object.defineProperty(parsed, 'output_parsed', {
enumerable: true,
get() {
for (const output of parsed.output) {
if (output.type !== 'message') {
continue;
}
for (const content of output.content) {
if (content.type === 'output_text' && content.parsed !== null) {
return content.parsed;
}
}
}
return null;
},
});
return parsed as ParsedResponse<ParsedT>;
}
function parseTextFormat<
Params extends ResponseCreateParamsBase,
ParsedT = ExtractParsedContentFromParams<Params>,
>(params: Params, content: string): ParsedT | null {
if (params.text?.format?.type !== 'json_schema') {
return null;
}
if ('$parseRaw' in params.text?.format) {
const text_format = params.text?.format as unknown as AutoParseableTextFormat<ParsedT>;
return text_format.$parseRaw(content);
}
return JSON.parse(content);
}
export function hasAutoParseableInput(params: ResponseCreateParamsWithTools): boolean {
if (isAutoParsableResponseFormat(params.text?.format)) {
return true;
}
return false;
}
type ToolOptions = {
name: string;
arguments: any;
function?: ((args: any) => any) | undefined;
};
export type AutoParseableResponseTool<
OptionsT extends ToolOptions,
HasFunction = OptionsT['function'] extends Function ? true : false,
> = FunctionTool & {
__arguments: OptionsT['arguments']; // type-level only
__name: OptionsT['name']; // type-level only
$brand: 'auto-parseable-tool';
$callback: ((args: OptionsT['arguments']) => any) | undefined;
$parseRaw(args: string): OptionsT['arguments'];
};
export function makeParseableResponseTool<OptionsT extends ToolOptions>(
tool: FunctionTool,
{
parser,
callback,
}: {
parser: (content: string) => OptionsT['arguments'];
callback: ((args: any) => any) | undefined;
},
): AutoParseableResponseTool<OptionsT['arguments']> {
const obj = { ...tool };
Object.defineProperties(obj, {
$brand: {
value: 'auto-parseable-tool',
enumerable: false,
},
$parseRaw: {
value: parser,
enumerable: false,
},
$callback: {
value: callback,
enumerable: false,
},
});
return obj as AutoParseableResponseTool<OptionsT['arguments']>;
}
export function isAutoParsableTool(tool: any): tool is AutoParseableResponseTool<any> {
return tool?.['$brand'] === 'auto-parseable-tool';
}
function getInputToolByName(input_tools: Array<Tool>, name: string): FunctionTool | undefined {
return input_tools.find((tool) => tool.type === 'function' && tool.name === name) as
| FunctionTool
| undefined;
}
function parseToolCall<Params extends ResponseCreateParamsBase>(
params: Params,
toolCall: ResponseFunctionToolCall,
): ParsedResponseFunctionToolCall {
const inputTool = getInputToolByName(params.tools ?? [], toolCall.name);
return {
...toolCall,
...toolCall,
parsed_arguments:
isAutoParsableTool(inputTool) ? inputTool.$parseRaw(toolCall.arguments)
: inputTool?.strict ? JSON.parse(toolCall.arguments)
: null,
};
}
export function shouldParseToolCall(
params: ResponseCreateParamsNonStreaming | null | undefined,
toolCall: ResponseFunctionToolCall,
): boolean {
if (!params) {
return false;
}
const inputTool = getInputToolByName(params.tools ?? [], toolCall.name);
return isAutoParsableTool(inputTool) || inputTool?.strict || false;
}
export function validateInputTools(tools: ChatCompletionTool[] | undefined) {
for (const tool of tools ?? []) {
if (tool.type !== 'function') {
throw new OpenAIError(
`Currently only \`function\` tool types support auto-parsing; Received \`${tool.type}\``,
);
}
if (tool.function.strict !== true) {
throw new OpenAIError(
`The \`${tool.function.name}\` tool is not marked with \`strict: true\`. Only strict function tools can be auto-parsed`,
);
}
}
}
export function addOutputText(rsp: Response): void {
const texts: string[] = [];
for (const output of rsp.output) {
if (output.type !== 'message') {
continue;
}
for (const content of output.content) {
if (content.type === 'output_text') {
texts.push(content.text);
}
}
}
rsp.output_text = texts.join('');
}