fix(core): Sanitize tool parameters to fix 400 API errors (#3300)

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BigUncle 2025-07-06 05:58:51 +08:00 committed by GitHub
parent 5c9372372c
commit b564d4a088
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8 changed files with 438 additions and 176 deletions

4
package-lock.json generated
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@ -10,6 +10,9 @@
"workspaces": [
"packages/*"
],
"dependencies": {
"shell-quote": "^1.8.3"
},
"bin": {
"gemini": "bundle/gemini.js"
},
@ -17,6 +20,7 @@
"@types/micromatch": "^4.0.9",
"@types/mime-types": "^2.1.4",
"@types/minimatch": "^5.1.2",
"@types/shell-quote": "^1.7.5",
"@vitest/coverage-v8": "^3.1.1",
"concurrently": "^9.2.0",
"cross-env": "^7.0.3",

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@ -68,6 +68,7 @@
"@types/micromatch": "^4.0.9",
"@types/mime-types": "^2.1.4",
"@types/minimatch": "^5.1.2",
"@types/shell-quote": "^1.7.5",
"@vitest/coverage-v8": "^3.1.1",
"concurrently": "^9.2.0",
"cross-env": "^7.0.3",

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@ -41,14 +41,12 @@ describe('useLoadingIndicator', () => {
expect(WITTY_LOADING_PHRASES).toContain(
result.current.currentLoadingPhrase,
);
const initialPhrase = result.current.currentLoadingPhrase;
await act(async () => {
await vi.advanceTimersByTimeAsync(PHRASE_CHANGE_INTERVAL_MS + 1);
});
// Phrase should cycle if PHRASE_CHANGE_INTERVAL_MS has passed
expect(result.current.currentLoadingPhrase).not.toBe(initialPhrase);
expect(WITTY_LOADING_PHRASES).toContain(
result.current.currentLoadingPhrase,
);

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@ -39,7 +39,7 @@
"ignore": "^7.0.0",
"micromatch": "^4.0.8",
"open": "^10.1.2",
"shell-quote": "^1.8.2",
"shell-quote": "^1.8.3",
"simple-git": "^3.28.0",
"strip-ansi": "^7.1.0",
"undici": "^7.10.0",

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@ -14,7 +14,8 @@ import {
afterEach,
Mocked,
} from 'vitest';
import { discoverMcpTools, sanitizeParameters } from './mcp-client.js';
import { discoverMcpTools } from './mcp-client.js';
import { sanitizeParameters } from './tool-registry.js';
import { Schema, Type } from '@google/genai';
import { Config, MCPServerConfig } from '../config/config.js';
import { DiscoveredMCPTool } from './mcp-tool.js';
@ -85,9 +86,14 @@ const mockToolRegistryInstance = {
getFunctionDeclarations: vi.fn().mockReturnValue([]),
discoverTools: vi.fn().mockResolvedValue(undefined),
};
vi.mock('./tool-registry.js', () => ({
ToolRegistry: vi.fn(() => mockToolRegistryInstance),
}));
vi.mock('./tool-registry.js', async (importOriginal) => {
const actual = await importOriginal();
return {
...(actual as any),
ToolRegistry: vi.fn(() => mockToolRegistryInstance),
sanitizeParameters: (actual as any).sanitizeParameters,
};
});
describe('discoverMcpTools', () => {
let mockConfig: Mocked<Config>;

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@ -14,13 +14,8 @@ import {
import { parse } from 'shell-quote';
import { MCPServerConfig } from '../config/config.js';
import { DiscoveredMCPTool } from './mcp-tool.js';
import {
CallableTool,
FunctionDeclaration,
mcpToTool,
Schema,
} from '@google/genai';
import { ToolRegistry } from './tool-registry.js';
import { CallableTool, FunctionDeclaration, mcpToTool } from '@google/genai';
import { sanitizeParameters, ToolRegistry } from './tool-registry.js';
export const MCP_DEFAULT_TIMEOUT_MSEC = 10 * 60 * 1000; // default to 10 minutes
@ -384,31 +379,3 @@ async function connectAndDiscover(
}
}
}
/**
* Sanitizes a JSON schema object to ensure compatibility with Vertex AI.
* This function recursively processes the schema to remove problematic properties
* that can cause issues with the Gemini API.
*
* @param schema The JSON schema object to sanitize (modified in-place)
*/
export function sanitizeParameters(schema?: Schema) {
if (!schema) {
return;
}
if (schema.anyOf) {
// Vertex AI gets confused if both anyOf and default are set.
schema.default = undefined;
for (const item of schema.anyOf) {
sanitizeParameters(item);
}
}
if (schema.items) {
sanitizeParameters(schema.items);
}
if (schema.properties) {
for (const item of Object.values(schema.properties)) {
sanitizeParameters(item);
}
}
}

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@ -14,22 +14,22 @@ import {
afterEach,
Mocked,
} from 'vitest';
import { ToolRegistry, DiscoveredTool } from './tool-registry.js';
import { DiscoveredMCPTool } from './mcp-tool.js';
import {
Config,
ConfigParameters,
MCPServerConfig,
ApprovalMode,
} from '../config/config.js';
ToolRegistry,
DiscoveredTool,
sanitizeParameters,
} from './tool-registry.js';
import { DiscoveredMCPTool } from './mcp-tool.js';
import { Config, ConfigParameters, ApprovalMode } from '../config/config.js';
import { BaseTool, ToolResult } from './tools.js';
import {
FunctionDeclaration,
CallableTool,
mcpToTool,
Type,
Schema,
} from '@google/genai';
import { execSync } from 'node:child_process';
import { spawn } from 'node:child_process';
// Use vi.hoisted to define the mock function so it can be used in the vi.mock factory
const mockDiscoverMcpTools = vi.hoisted(() => vi.fn());
@ -61,7 +61,6 @@ vi.mock('@modelcontextprotocol/sdk/client/index.js', () => {
set onerror(handler: any) {
mockMcpClientOnError(handler);
},
// listTools and callTool are no longer directly used by ToolRegistry/discoverMcpTools
}));
return { Client: MockClient };
});
@ -90,7 +89,6 @@ vi.mock('@google/genai', async () => {
return {
...actualGenai,
mcpToTool: vi.fn().mockImplementation(() => ({
// Default mock implementation
tool: vi.fn().mockResolvedValue({ functionDeclarations: [] }),
callTool: vi.fn(),
})),
@ -139,6 +137,7 @@ const baseConfigParams: ConfigParameters = {
describe('ToolRegistry', () => {
let config: Config;
let toolRegistry: ToolRegistry;
let mockConfigGetToolDiscoveryCommand: ReturnType<typeof vi.spyOn>;
beforeEach(() => {
config = new Config(baseConfigParams);
@ -148,13 +147,19 @@ describe('ToolRegistry', () => {
vi.spyOn(console, 'debug').mockImplementation(() => {});
vi.spyOn(console, 'log').mockImplementation(() => {});
// Reset mocks for MCP parts
mockMcpClientConnect.mockReset().mockResolvedValue(undefined); // Default connect success
mockMcpClientConnect.mockReset().mockResolvedValue(undefined);
mockStdioTransportClose.mockReset();
mockSseTransportClose.mockReset();
vi.mocked(mcpToTool).mockClear();
// Default mcpToTool to return a callable tool that returns no functions
vi.mocked(mcpToTool).mockReturnValue(createMockCallableTool([]));
mockConfigGetToolDiscoveryCommand = vi.spyOn(
config,
'getToolDiscoveryCommand',
);
vi.spyOn(config, 'getMcpServers');
vi.spyOn(config, 'getMcpServerCommand');
mockDiscoverMcpTools.mockReset().mockResolvedValue(undefined);
});
afterEach(() => {
@ -167,21 +172,18 @@ describe('ToolRegistry', () => {
toolRegistry.registerTool(tool);
expect(toolRegistry.getTool('mock-tool')).toBe(tool);
});
// ... other registerTool tests
});
describe('getToolsByServer', () => {
it('should return an empty array if no tools match the server name', () => {
toolRegistry.registerTool(new MockTool()); // A non-MCP tool
toolRegistry.registerTool(new MockTool());
expect(toolRegistry.getToolsByServer('any-mcp-server')).toEqual([]);
});
it('should return only tools matching the server name', async () => {
const server1Name = 'mcp-server-uno';
const server2Name = 'mcp-server-dos';
// Manually register mock MCP tools for this test
const mockCallable = {} as CallableTool; // Minimal mock callable
const mockCallable = {} as CallableTool;
const mcpTool1 = new DiscoveredMCPTool(
mockCallable,
server1Name,
@ -207,73 +209,87 @@ describe('ToolRegistry', () => {
const toolsFromServer1 = toolRegistry.getToolsByServer(server1Name);
expect(toolsFromServer1).toHaveLength(1);
expect(toolsFromServer1[0].name).toBe(mcpTool1.name);
expect((toolsFromServer1[0] as DiscoveredMCPTool).serverName).toBe(
server1Name,
);
const toolsFromServer2 = toolRegistry.getToolsByServer(server2Name);
expect(toolsFromServer2).toHaveLength(1);
expect(toolsFromServer2[0].name).toBe(mcpTool2.name);
expect((toolsFromServer2[0] as DiscoveredMCPTool).serverName).toBe(
server2Name,
);
expect(toolRegistry.getToolsByServer('non-existent-server')).toEqual([]);
});
});
describe('discoverTools', () => {
let mockConfigGetToolDiscoveryCommand: ReturnType<typeof vi.spyOn>;
let mockConfigGetMcpServers: ReturnType<typeof vi.spyOn>;
let mockConfigGetMcpServerCommand: ReturnType<typeof vi.spyOn>;
let mockExecSync: ReturnType<typeof vi.mocked<typeof execSync>>;
beforeEach(() => {
mockConfigGetToolDiscoveryCommand = vi.spyOn(
config,
'getToolDiscoveryCommand',
);
mockConfigGetMcpServers = vi.spyOn(config, 'getMcpServers');
mockConfigGetMcpServerCommand = vi.spyOn(config, 'getMcpServerCommand');
mockExecSync = vi.mocked(execSync);
toolRegistry = new ToolRegistry(config); // Reset registry
// Reset the mock for discoverMcpTools before each test in this suite
mockDiscoverMcpTools.mockReset().mockResolvedValue(undefined);
});
it('should discover tools using discovery command', async () => {
// ... this test remains largely the same
it('should sanitize tool parameters during discovery from command', async () => {
const discoveryCommand = 'my-discovery-command';
mockConfigGetToolDiscoveryCommand.mockReturnValue(discoveryCommand);
const mockToolDeclarations: FunctionDeclaration[] = [
{
name: 'discovered-tool-1',
description: 'A discovered tool',
parameters: { type: Type.OBJECT, properties: {} },
const unsanitizedToolDeclaration: FunctionDeclaration = {
name: 'tool-with-bad-format',
description: 'A tool with an invalid format property',
parameters: {
type: Type.OBJECT,
properties: {
some_string: {
type: Type.STRING,
format: 'uuid', // This is an unsupported format
},
},
},
];
mockExecSync.mockReturnValue(
Buffer.from(
JSON.stringify([{ function_declarations: mockToolDeclarations }]),
),
);
};
const mockSpawn = vi.mocked(spawn);
const mockChildProcess = {
stdout: { on: vi.fn() },
stderr: { on: vi.fn() },
on: vi.fn(),
};
mockSpawn.mockReturnValue(mockChildProcess as any);
// Simulate stdout data
mockChildProcess.stdout.on.mockImplementation((event, callback) => {
if (event === 'data') {
callback(
Buffer.from(
JSON.stringify([
{ function_declarations: [unsanitizedToolDeclaration] },
]),
),
);
}
return mockChildProcess as any;
});
// Simulate process close
mockChildProcess.on.mockImplementation((event, callback) => {
if (event === 'close') {
callback(0);
}
return mockChildProcess as any;
});
await toolRegistry.discoverTools();
expect(execSync).toHaveBeenCalledWith(discoveryCommand);
const discoveredTool = toolRegistry.getTool('discovered-tool-1');
expect(discoveredTool).toBeInstanceOf(DiscoveredTool);
const discoveredTool = toolRegistry.getTool('tool-with-bad-format');
expect(discoveredTool).toBeDefined();
const registeredParams = (discoveredTool as DiscoveredTool).schema
.parameters as Schema;
expect(registeredParams.properties?.['some_string']).toBeDefined();
expect(registeredParams.properties?.['some_string']).toHaveProperty(
'format',
undefined,
);
});
it('should discover tools using MCP servers defined in getMcpServers', async () => {
mockConfigGetToolDiscoveryCommand.mockReturnValue(undefined);
mockConfigGetMcpServerCommand.mockReturnValue(undefined);
vi.spyOn(config, 'getMcpServerCommand').mockReturnValue(undefined);
const mcpServerConfigVal = {
'my-mcp-server': {
command: 'mcp-server-cmd',
args: ['--port', '1234'],
trust: true,
} as MCPServerConfig,
},
};
mockConfigGetMcpServers.mockReturnValue(mcpServerConfigVal);
vi.spyOn(config, 'getMcpServers').mockReturnValue(mcpServerConfigVal);
await toolRegistry.discoverTools();
@ -282,56 +298,166 @@ describe('ToolRegistry', () => {
undefined,
toolRegistry,
);
// We no longer check these as discoverMcpTools is mocked
// expect(vi.mocked(mcpToTool)).toHaveBeenCalledTimes(1);
// expect(Client).toHaveBeenCalledTimes(1);
// expect(StdioClientTransport).toHaveBeenCalledWith({
// command: 'mcp-server-cmd',
// args: ['--port', '1234'],
// env: expect.any(Object),
// stderr: 'pipe',
// });
// expect(mockMcpClientConnect).toHaveBeenCalled();
// To verify that tools *would* have been registered, we'd need mockDiscoverMcpTools
// to call toolRegistry.registerTool, or we test that separately.
// For now, we just check that the delegation happened.
});
it('should discover tools using MCP server command from getMcpServerCommand', async () => {
it('should discover tools using MCP servers defined in getMcpServers', async () => {
mockConfigGetToolDiscoveryCommand.mockReturnValue(undefined);
mockConfigGetMcpServers.mockReturnValue({});
mockConfigGetMcpServerCommand.mockReturnValue(
'mcp-server-start-command --param',
);
await toolRegistry.discoverTools();
expect(mockDiscoverMcpTools).toHaveBeenCalledWith(
{},
'mcp-server-start-command --param',
toolRegistry,
);
});
it('should handle errors during MCP client connection gracefully and close transport', async () => {
mockConfigGetToolDiscoveryCommand.mockReturnValue(undefined);
mockConfigGetMcpServers.mockReturnValue({
'failing-mcp': { command: 'fail-cmd' } as MCPServerConfig,
});
mockMcpClientConnect.mockRejectedValue(new Error('Connection failed'));
await toolRegistry.discoverTools();
expect(mockDiscoverMcpTools).toHaveBeenCalledWith(
{
'failing-mcp': { command: 'fail-cmd' },
vi.spyOn(config, 'getMcpServerCommand').mockReturnValue(undefined);
const mcpServerConfigVal = {
'my-mcp-server': {
command: 'mcp-server-cmd',
args: ['--port', '1234'],
trust: true,
},
};
vi.spyOn(config, 'getMcpServers').mockReturnValue(mcpServerConfigVal);
await toolRegistry.discoverTools();
expect(mockDiscoverMcpTools).toHaveBeenCalledWith(
mcpServerConfigVal,
undefined,
toolRegistry,
);
expect(toolRegistry.getAllTools()).toHaveLength(0);
});
});
// Other tests for DiscoveredTool and DiscoveredMCPTool can be simplified or removed
// if their core logic is now tested in their respective dedicated test files (mcp-tool.test.ts)
});
describe('sanitizeParameters', () => {
it('should remove unsupported format from a simple string property', () => {
const schema: Schema = {
type: Type.OBJECT,
properties: {
name: { type: Type.STRING },
id: { type: Type.STRING, format: 'uuid' },
},
};
sanitizeParameters(schema);
expect(schema.properties?.['id']).toHaveProperty('format', undefined);
expect(schema.properties?.['name']).not.toHaveProperty('format');
});
it('should NOT remove supported format values', () => {
const schema: Schema = {
type: Type.OBJECT,
properties: {
date: { type: Type.STRING, format: 'date-time' },
role: {
type: Type.STRING,
format: 'enum',
enum: ['admin', 'user'],
},
},
};
const originalSchema = JSON.parse(JSON.stringify(schema));
sanitizeParameters(schema);
expect(schema).toEqual(originalSchema);
});
it('should handle nested objects recursively', () => {
const schema: Schema = {
type: Type.OBJECT,
properties: {
user: {
type: Type.OBJECT,
properties: {
email: { type: Type.STRING, format: 'email' },
},
},
},
};
sanitizeParameters(schema);
expect(schema.properties?.['user']?.properties?.['email']).toHaveProperty(
'format',
undefined,
);
});
it('should handle arrays of objects', () => {
const schema: Schema = {
type: Type.OBJECT,
properties: {
items: {
type: Type.ARRAY,
items: {
type: Type.OBJECT,
properties: {
itemId: { type: Type.STRING, format: 'uuid' },
},
},
},
},
};
sanitizeParameters(schema);
expect(
(schema.properties?.['items']?.items as Schema)?.properties?.['itemId'],
).toHaveProperty('format', undefined);
});
it('should handle schemas with no properties to sanitize', () => {
const schema: Schema = {
type: Type.OBJECT,
properties: {
count: { type: Type.NUMBER },
isActive: { type: Type.BOOLEAN },
},
};
const originalSchema = JSON.parse(JSON.stringify(schema));
sanitizeParameters(schema);
expect(schema).toEqual(originalSchema);
});
it('should not crash on an empty or undefined schema', () => {
expect(() => sanitizeParameters({})).not.toThrow();
expect(() => sanitizeParameters(undefined)).not.toThrow();
});
it('should handle cyclic schemas without crashing', () => {
const schema: any = {
type: Type.OBJECT,
properties: {
name: { type: Type.STRING, format: 'hostname' },
},
};
schema.properties.self = schema;
expect(() => sanitizeParameters(schema)).not.toThrow();
expect(schema.properties.name).toHaveProperty('format', undefined);
});
it('should handle complex nested schemas with cycles', () => {
const userNode: any = {
type: Type.OBJECT,
properties: {
id: { type: Type.STRING, format: 'uuid' },
name: { type: Type.STRING },
manager: {
type: Type.OBJECT,
properties: {
id: { type: Type.STRING, format: 'uuid' },
},
},
},
};
userNode.properties.reports = {
type: Type.ARRAY,
items: userNode,
};
const schema: Schema = {
type: Type.OBJECT,
properties: {
ceo: userNode,
},
};
expect(() => sanitizeParameters(schema)).not.toThrow();
expect(schema.properties?.['ceo']?.properties?.['id']).toHaveProperty(
'format',
undefined,
);
expect(
schema.properties?.['ceo']?.properties?.['manager']?.properties?.['id'],
).toHaveProperty('format', undefined);
});
});

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@ -4,12 +4,14 @@
* SPDX-License-Identifier: Apache-2.0
*/
import { FunctionDeclaration } from '@google/genai';
import { FunctionDeclaration, Schema, Type } from '@google/genai';
import { Tool, ToolResult, BaseTool } from './tools.js';
import { Config } from '../config/config.js';
import { spawn, execSync } from 'node:child_process';
import { spawn } from 'node:child_process';
import { StringDecoder } from 'node:string_decoder';
import { discoverMcpTools } from './mcp-client.js';
import { DiscoveredMCPTool } from './mcp-tool.js';
import { parse } from 'shell-quote';
type ToolParams = Record<string, unknown>;
@ -157,32 +159,9 @@ export class ToolRegistry {
// Keep manually registered tools
}
}
// discover tools using discovery command, if configured
const discoveryCmd = this.config.getToolDiscoveryCommand();
if (discoveryCmd) {
// execute discovery command and extract function declarations (w/ or w/o "tool" wrappers)
const functions: FunctionDeclaration[] = [];
for (const tool of JSON.parse(execSync(discoveryCmd).toString().trim())) {
if (tool['function_declarations']) {
functions.push(...tool['function_declarations']);
} else if (tool['functionDeclarations']) {
functions.push(...tool['functionDeclarations']);
} else if (tool['name']) {
functions.push(tool);
}
}
// register each function as a tool
for (const func of functions) {
this.registerTool(
new DiscoveredTool(
this.config,
func.name!,
func.description!,
func.parameters! as Record<string, unknown>,
),
);
}
}
await this.discoverAndRegisterToolsFromCommand();
// discover tools using MCP servers, if configured
await discoverMcpTools(
this.config.getMcpServers() ?? {},
@ -191,6 +170,128 @@ export class ToolRegistry {
);
}
private async discoverAndRegisterToolsFromCommand(): Promise<void> {
const discoveryCmd = this.config.getToolDiscoveryCommand();
if (!discoveryCmd) {
return;
}
try {
const cmdParts = parse(discoveryCmd);
if (cmdParts.length === 0) {
throw new Error(
'Tool discovery command is empty or contains only whitespace.',
);
}
const proc = spawn(cmdParts[0] as string, cmdParts.slice(1) as string[]);
let stdout = '';
const stdoutDecoder = new StringDecoder('utf8');
let stderr = '';
const stderrDecoder = new StringDecoder('utf8');
let sizeLimitExceeded = false;
const MAX_STDOUT_SIZE = 10 * 1024 * 1024; // 10MB limit
const MAX_STDERR_SIZE = 10 * 1024 * 1024; // 10MB limit
let stdoutByteLength = 0;
let stderrByteLength = 0;
proc.stdout.on('data', (data) => {
if (sizeLimitExceeded) return;
if (stdoutByteLength + data.length > MAX_STDOUT_SIZE) {
sizeLimitExceeded = true;
proc.kill();
return;
}
stdoutByteLength += data.length;
stdout += stdoutDecoder.write(data);
});
proc.stderr.on('data', (data) => {
if (sizeLimitExceeded) return;
if (stderrByteLength + data.length > MAX_STDERR_SIZE) {
sizeLimitExceeded = true;
proc.kill();
return;
}
stderrByteLength += data.length;
stderr += stderrDecoder.write(data);
});
await new Promise<void>((resolve, reject) => {
proc.on('error', reject);
proc.on('close', (code) => {
stdout += stdoutDecoder.end();
stderr += stderrDecoder.end();
if (sizeLimitExceeded) {
return reject(
new Error(
`Tool discovery command output exceeded size limit of ${MAX_STDOUT_SIZE} bytes.`,
),
);
}
if (code !== 0) {
console.error(`Command failed with code ${code}`);
console.error(stderr);
return reject(
new Error(`Tool discovery command failed with exit code ${code}`),
);
}
resolve();
});
});
// execute discovery command and extract function declarations (w/ or w/o "tool" wrappers)
const functions: FunctionDeclaration[] = [];
const discoveredItems = JSON.parse(stdout.trim());
if (!discoveredItems || !Array.isArray(discoveredItems)) {
throw new Error(
'Tool discovery command did not return a JSON array of tools.',
);
}
for (const tool of discoveredItems) {
if (tool && typeof tool === 'object') {
if (Array.isArray(tool['function_declarations'])) {
functions.push(...tool['function_declarations']);
} else if (Array.isArray(tool['functionDeclarations'])) {
functions.push(...tool['functionDeclarations']);
} else if (tool['name']) {
functions.push(tool as FunctionDeclaration);
}
}
}
// register each function as a tool
for (const func of functions) {
if (!func.name) {
console.warn('Discovered a tool with no name. Skipping.');
continue;
}
// Sanitize the parameters before registering the tool.
const parameters =
func.parameters &&
typeof func.parameters === 'object' &&
!Array.isArray(func.parameters)
? (func.parameters as Schema)
: {};
sanitizeParameters(parameters);
this.registerTool(
new DiscoveredTool(
this.config,
func.name,
func.description ?? '',
parameters as Record<string, unknown>,
),
);
}
} catch (e) {
console.error(`Tool discovery command "${discoveryCmd}" failed:`, e);
throw e;
}
}
/**
* Retrieves the list of tool schemas (FunctionDeclaration array).
* Extracts the declarations from the ToolListUnion structure.
@ -232,3 +333,62 @@ export class ToolRegistry {
return this.tools.get(name);
}
}
/**
* Sanitizes a schema object in-place to ensure compatibility with the Gemini API.
*
* NOTE: This function mutates the passed schema object.
*
* It performs the following actions:
* - Removes the `default` property when `anyOf` is present.
* - Removes unsupported `format` values from string properties, keeping only 'enum' and 'date-time'.
* - Recursively sanitizes nested schemas within `anyOf`, `items`, and `properties`.
* - Handles circular references within the schema to prevent infinite loops.
*
* @param schema The schema object to sanitize. It will be modified directly.
*/
export function sanitizeParameters(schema?: Schema) {
_sanitizeParameters(schema, new Set<Schema>());
}
/**
* Internal recursive implementation for sanitizeParameters.
* @param schema The schema object to sanitize.
* @param visited A set used to track visited schema objects during recursion.
*/
function _sanitizeParameters(schema: Schema | undefined, visited: Set<Schema>) {
if (!schema || visited.has(schema)) {
return;
}
visited.add(schema);
if (schema.anyOf) {
// Vertex AI gets confused if both anyOf and default are set.
schema.default = undefined;
for (const item of schema.anyOf) {
if (typeof item !== 'boolean') {
_sanitizeParameters(item, visited);
}
}
}
if (schema.items && typeof schema.items !== 'boolean') {
_sanitizeParameters(schema.items, visited);
}
if (schema.properties) {
for (const item of Object.values(schema.properties)) {
if (typeof item !== 'boolean') {
_sanitizeParameters(item, visited);
}
}
}
// Vertex AI only supports 'enum' and 'date-time' for STRING format.
if (schema.type === Type.STRING) {
if (
schema.format &&
schema.format !== 'enum' &&
schema.format !== 'date-time'
) {
schema.format = undefined;
}
}
}