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json-schema.ts
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74 lines (68 loc) · 2.48 KB
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import { FromSchema, JSONSchema } from 'json-schema-to-ts';
import { Promisable, BetaRunnableTool } from '../../lib/tools/BetaRunnableTool';
import { BetaToolResultContentBlockParam } from '../../resources/beta';
import { AutoParseableBetaOutputFormat } from '../../lib/beta-parser';
import { AnthropicError } from '../..';
import { transformJSONSchema } from '../../lib/transform-json-schema';
/**
* Creates a Tool with a provided JSON schema that can be passed
* to the `.toolRunner()` method. The schema is used to automatically validate
* the input arguments for the tool.
*/
export function betaTool<const Schema extends Exclude<JSONSchema, boolean> & { type: 'object' }>(options: {
name: string;
inputSchema: Schema;
description: string;
run: (args: NoInfer<FromSchema<Schema>>) => Promisable<string | Array<BetaToolResultContentBlockParam>>;
}): BetaRunnableTool<NoInfer<FromSchema<Schema>>> {
if (options.inputSchema.type !== 'object') {
throw new Error(
`JSON schema for tool "${options.name}" must be an object, but got ${options.inputSchema.type}`,
);
}
return {
type: 'custom',
name: options.name,
input_schema: options.inputSchema,
description: options.description,
run: options.run,
parse: (content: unknown) => content as FromSchema<Schema>,
} as any;
}
/**
* Creates a JSON schema output format object from the given JSON schema.
* If this is passed to the `.parse()` method then the response message will contain a
* `.parsed_output` property that is the result of parsing the content with the given JSON schema.
*
*/
export function betaJSONSchemaOutputFormat<
const Schema extends Exclude<JSONSchema, boolean> & { type: 'object' },
>(
jsonSchema: Schema,
options?: {
transform?: boolean;
},
): AutoParseableBetaOutputFormat<NoInfer<FromSchema<Schema>>> {
if (jsonSchema.type !== 'object') {
throw new Error(`JSON schema for tool must be an object, but got ${jsonSchema.type}`);
}
const transform = options?.transform ?? true;
if (transform) {
// todo: doing this is arguably necessary, but it does change the schema the user passed in
// so I'm not sure how we should handle that
jsonSchema = transformJSONSchema(jsonSchema) as Schema;
}
return {
type: 'json_schema',
schema: {
...jsonSchema,
},
parse: (content) => {
try {
return JSON.parse(content);
} catch (error) {
throw new AnthropicError(`Failed to parse structured output: ${error}`);
}
},
};
}