Updated serializer to be agnostic of block type

This commit is contained in:
Waleed Latif
2025-01-16 12:13:41 -08:00
parent aed596f1ec
commit 1a95e7630d
6 changed files with 572 additions and 403 deletions
+444 -346
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@@ -1,369 +1,467 @@
import { describe, expect, test } from '@jest/globals';
import { Node, Edge } from 'reactflow';
import { Serializer } from '../index';
import { BlockConfig, BlockType } from '@/blocks/types/block';
import { Node } from 'reactflow';
import { SerializedWorkflow } from '../types';
jest.mock('@/components/icons', () => ({
AgentIcon: jest.fn(),
ApiIcon: jest.fn(),
ConditionalIcon: jest.fn()
}));
import { AgentIcon, ApiIcon, ConditionalIcon } from '@/components/icons';
describe('Serializer', () => {
const serializer = new Serializer();
let serializer: Serializer;
test('should serialize an agent block correctly', () => {
const mockAgentBlock: Node<BlockConfig> = {
id: 'agent-1',
type: 'custom',
position: { x: 100, y: 200 },
data: {
type: 'agent',
toolbar: {
title: 'Agent',
description: 'Use any LLM',
bgColor: '#7F2FFF',
icon: AgentIcon,
category: 'basic',
},
workflow: {
inputs: {
prompt: 'string',
context: 'string'
},
outputs: {
response: 'string',
tokens: 'number'
},
subBlocks: [
{
title: 'System Prompt',
type: 'long-input',
layout: 'full',
placeholder: 'Enter prompt'
},
{
title: 'Model',
type: 'dropdown',
layout: 'half',
options: ['GPT-4o', 'Gemini 2.0']
}
]
}
}
};
const serialized = serializer.serializeWorkflow([mockAgentBlock], []);
// Check basic structure
expect(serialized.version).toBe('1.0');
expect(serialized.blocks).toHaveLength(1);
const serializedBlock = serialized.blocks[0];
// Check block properties
expect(serializedBlock.id).toBe('agent-1');
expect(serializedBlock.type).toBe('agent');
expect(serializedBlock.position).toEqual({ x: 100, y: 200 });
// Check config
expect(serializedBlock.config.inputs).toEqual({
prompt: 'string',
context: 'string'
});
expect(serializedBlock.config.outputs).toEqual({
response: 'string',
tokens: 'number'
});
// Check extracted values from subBlocks
expect(serializedBlock.config.system_prompt).toBe('');
expect(serializedBlock.config.model).toBe('GPT-4o');
beforeEach(() => {
serializer = new Serializer();
});
test('should serialize an HTTP block correctly', () => {
const mockHttpBlock: Node<BlockConfig> = {
id: 'http-1',
type: 'custom',
position: { x: 150, y: 250 },
data: {
type: 'api' as BlockType,
toolbar: {
title: 'HTTP',
description: 'Make HTTP requests',
bgColor: '#FF4D4D',
icon: ApiIcon,
category: 'basic',
},
workflow: {
inputs: {
headers: 'object',
body: 'object'
},
outputs: {
response: 'object',
status: 'number'
},
subBlocks: [
{
title: 'URL',
type: 'short-input',
layout: 'full',
placeholder: 'Enter URL'
},
{
title: 'Method',
type: 'dropdown',
layout: 'half',
options: ['GET', 'POST', 'PUT', 'DELETE']
},
{
title: 'Headers',
type: 'code',
layout: 'full'
},
{
title: 'Body',
type: 'code',
layout: 'full'
}
]
}
}
};
const serialized = serializer.serializeWorkflow([mockHttpBlock], []);
const serializedBlock = serialized.blocks[0];
// Check block properties
expect(serializedBlock.id).toBe('http-1');
expect(serializedBlock.type).toBe('api');
expect(serializedBlock.position).toEqual({ x: 150, y: 250 });
// Check config
expect(serializedBlock.config.inputs).toEqual({
headers: 'object',
body: 'object'
});
expect(serializedBlock.config.outputs).toEqual({
response: 'object',
status: 'number'
});
// Check extracted values from subBlocks
expect(serializedBlock.config.url).toBe('');
expect(serializedBlock.config.method).toBe('GET');
expect(serializedBlock.config.headers).toBe('');
expect(serializedBlock.config.body).toBe('');
});
test('should serialize a conditional block correctly', () => {
const mockConditionBlock: Node<BlockConfig> = {
id: 'condition-1',
type: 'custom',
position: { x: 200, y: 300 },
data: {
type: 'conditional' as BlockType,
toolbar: {
title: 'Condition',
description: 'Branch based on condition',
bgColor: '#00B8D9',
icon: ConditionalIcon,
category: 'basic',
},
workflow: {
inputs: {
value: 'any'
},
outputs: {
result: 'boolean'
},
subBlocks: [
{
title: 'Condition',
type: 'code',
layout: 'full',
placeholder: 'Enter condition'
},
{
title: 'Operator',
type: 'dropdown',
layout: 'half',
options: ['equals', 'contains', 'greater than', 'less than']
},
{
title: 'Value',
type: 'short-input',
layout: 'half',
placeholder: 'Compare value'
}
]
}
}
};
const serialized = serializer.serializeWorkflow([mockConditionBlock], []);
const serializedBlock = serialized.blocks[0];
// Check block properties
expect(serializedBlock.id).toBe('condition-1');
expect(serializedBlock.type).toBe('conditional');
expect(serializedBlock.position).toEqual({ x: 200, y: 300 });
// Check config
expect(serializedBlock.config.inputs).toEqual({
value: 'any'
});
expect(serializedBlock.config.outputs).toEqual({
result: 'boolean'
});
// Check extracted values from subBlocks
expect(serializedBlock.config.condition).toBe('');
expect(serializedBlock.config.operator).toBe('equals');
expect(serializedBlock.config.value).toBe('');
});
test('should serialize connections correctly', () => {
const mockConnections = [
{
id: 'conn-1',
source: 'agent-1',
target: 'agent-2',
sourceHandle: 'output',
targetHandle: 'input'
}
];
const serialized = serializer.serializeWorkflow([], mockConnections);
expect(serialized.connections).toHaveLength(1);
const conn = serialized.connections[0];
expect(conn.source).toBe('agent-1');
expect(conn.target).toBe('agent-2');
expect(conn.sourceHandle).toBe('output');
expect(conn.targetHandle).toBe('input');
});
test('should deserialize back to ReactFlow format', () => {
const mockWorkflow = {
version: '1.0',
blocks: [{
id: 'agent-1',
type: 'agent',
position: { x: 100, y: 200 },
config: {
system_prompt: 'You are a helpful assistant',
model: 'GPT-4o',
inputs: { prompt: 'string' },
outputs: { response: 'string' }
}
}],
connections: [{
source: 'agent-1',
target: 'agent-2',
sourceHandle: 'output',
targetHandle: 'input'
}]
};
const deserialized = serializer.deserializeWorkflow(mockWorkflow);
// Check blocks
expect(deserialized.blocks).toHaveLength(1);
const block = deserialized.blocks[0];
expect(block.id).toBe('agent-1');
expect(block.position).toEqual({ x: 100, y: 200 });
expect(block.data.type).toBe('agent');
// Check connections
expect(deserialized.connections).toHaveLength(1);
const conn = deserialized.connections[0];
expect(conn.source).toBe('agent-1');
expect(conn.target).toBe('agent-2');
expect(conn.sourceHandle).toBe('output');
expect(conn.targetHandle).toBe('input');
});
test('should handle empty workflow', () => {
const serialized = serializer.serializeWorkflow([], []);
expect(serialized.blocks).toHaveLength(0);
expect(serialized.connections).toHaveLength(0);
const deserialized = serializer.deserializeWorkflow(serialized);
expect(deserialized.blocks).toHaveLength(0);
expect(deserialized.connections).toHaveLength(0);
});
test('should handle a complex workflow with multiple block types', () => {
const mockWorkflow: SerializedWorkflow = {
version: '1.0',
blocks: [
describe('serializeWorkflow', () => {
it('should serialize a workflow with model and http blocks', () => {
const blocks: Node[] = [
{
id: 'agent-1',
type: 'agent',
id: 'model-1',
type: 'custom',
position: { x: 100, y: 100 },
config: {
system_prompt: 'Analyze this',
model: 'GPT-4o',
inputs: { prompt: 'string' },
outputs: { response: 'string' }
data: {
tool: 'model',
params: {
model: 'gpt-4o',
systemPrompt: 'You are helpful',
temperature: 0.7
},
interface: {
inputs: {
prompt: 'string'
},
outputs: {
response: 'string',
tokens: 'number'
}
},
title: 'GPT-4o Agent',
description: 'Language model block',
category: 'AI',
icon: 'brain',
color: '#7F2FFF'
}
},
{
id: 'http-1',
type: 'api',
position: { x: 300, y: 100 },
config: {
url: 'https://api.example.com',
method: 'GET',
inputs: { headers: 'string', body: 'string' },
outputs: { response: 'string', status: 'string' }
}
},
{
id: 'condition-1',
type: 'conditional',
position: { x: 200, y: 300 },
config: {
condition: 'value > 0',
operator: 'greater than',
value: '',
inputs: { value: 'string' },
outputs: { result: 'string' }
type: 'custom',
position: { x: 400, y: 100 },
data: {
tool: 'http',
params: {
url: 'https://api.example.com',
method: 'GET'
},
interface: {
inputs: {
body: 'object'
},
outputs: {
data: 'object',
status: 'number'
}
},
title: 'API Call',
description: 'HTTP request block',
category: 'Web',
icon: 'globe',
color: '#00FF00'
}
}
],
connections: [
];
const connections: Edge[] = [
{
source: 'agent-1',
id: 'conn-1',
source: 'model-1',
target: 'http-1',
sourceHandle: 'response',
targetHandle: 'headers'
targetHandle: 'body'
}
];
const serialized = serializer.serializeWorkflow(blocks, connections);
// Test workflow structure
expect(serialized.version).toBe('1.0');
expect(serialized.blocks).toHaveLength(2);
expect(serialized.connections).toHaveLength(1);
// Test model block serialization
const modelBlock = serialized.blocks.find(b => b.id === 'model-1');
expect(modelBlock).toBeDefined();
expect(modelBlock?.config.tool).toBe('model');
expect(modelBlock?.config.params).toEqual({
model: 'gpt-4o',
systemPrompt: 'You are helpful',
temperature: 0.7
});
expect(modelBlock?.metadata).toEqual({
title: 'GPT-4o Agent',
description: 'Language model block',
category: 'AI',
icon: 'brain',
color: '#7F2FFF'
});
// Test http block serialization
const httpBlock = serialized.blocks.find(b => b.id === 'http-1');
expect(httpBlock).toBeDefined();
expect(httpBlock?.config.tool).toBe('http');
expect(httpBlock?.config.params).toEqual({
url: 'https://api.example.com',
method: 'GET'
});
// Test connection serialization
const connection = serialized.connections[0];
expect(connection).toEqual({
source: 'model-1',
target: 'http-1',
sourceHandle: 'response',
targetHandle: 'body'
});
});
it('should handle blocks with minimal required configuration', () => {
const blocks: Node[] = [{
id: 'minimal-1',
type: 'custom',
position: { x: 0, y: 0 },
data: {
tool: 'model',
params: {
model: 'gpt-4'
},
interface: {
inputs: {},
outputs: {}
}
}
}];
const serialized = serializer.serializeWorkflow(blocks, []);
const block = serialized.blocks[0];
expect(block.id).toBe('minimal-1');
expect(block.config.tool).toBe('model');
expect(block.config.params).toEqual({ model: 'gpt-4' });
expect(block.metadata).toBeUndefined();
});
it('should handle complex workflow with multiple interconnected blocks', () => {
const blocks: Node[] = [
{
id: 'input-1',
type: 'custom',
position: { x: 100, y: 100 },
data: {
tool: 'http',
params: {
url: 'https://api.data.com',
method: 'GET'
},
interface: {
inputs: {},
outputs: {
data: 'object'
}
}
}
},
{
source: 'http-1',
target: 'condition-1',
sourceHandle: 'response',
targetHandle: 'value'
id: 'process-1',
type: 'custom',
position: { x: 300, y: 100 },
data: {
tool: 'model',
params: {
model: 'gpt-4',
systemPrompt: 'Process this data'
},
interface: {
inputs: {
data: 'object',
config: 'object'
},
outputs: {
result: 'string'
}
}
}
},
{
id: 'output-1',
type: 'custom',
position: { x: 500, y: 100 },
data: {
tool: 'http',
params: {
url: 'https://api.output.com',
method: 'POST'
},
interface: {
inputs: {
body: 'string'
},
outputs: {
status: 'number'
}
}
}
}
]
};
];
const deserialized = serializer.deserializeWorkflow(mockWorkflow);
// Check blocks
expect(deserialized.blocks).toHaveLength(3);
expect(deserialized.blocks.map(b => b.data.type)).toEqual(['agent', 'api', 'conditional']);
// Check connections maintain workflow logic
expect(deserialized.connections).toHaveLength(2);
expect(deserialized.connections[0].source).toBe('agent-1');
expect(deserialized.connections[0].target).toBe('http-1');
expect(deserialized.connections[1].source).toBe('http-1');
expect(deserialized.connections[1].target).toBe('condition-1');
const connections: Edge[] = [
{
id: 'conn-1',
source: 'input-1',
target: 'process-1',
sourceHandle: 'data',
targetHandle: 'data'
},
{
id: 'conn-2',
source: 'process-1',
target: 'output-1',
sourceHandle: 'result',
targetHandle: 'body'
}
];
const serialized = serializer.serializeWorkflow(blocks, connections);
// Verify workflow structure
expect(serialized.blocks).toHaveLength(3);
expect(serialized.connections).toHaveLength(2);
// Verify data flow chain
const conn1 = serialized.connections[0];
const conn2 = serialized.connections[1];
expect(conn1.source).toBe('input-1');
expect(conn1.target).toBe('process-1');
expect(conn2.source).toBe('process-1');
expect(conn2.target).toBe('output-1');
// Verify interface matching
const process = serialized.blocks.find(b => b.id === 'process-1');
expect(process?.config.interface.inputs).toHaveProperty('data');
expect(process?.config.interface.outputs).toHaveProperty('result');
});
it('should preserve tool-specific parameters', () => {
const blocks: Node[] = [{
id: 'model-1',
type: 'custom',
position: { x: 0, y: 0 },
data: {
tool: 'model',
params: {
model: 'gpt-4',
temperature: 0.7,
maxTokens: 1000,
topP: 0.9,
frequencyPenalty: 0.5,
presencePenalty: 0.5,
stop: ['###']
},
interface: {
inputs: { prompt: 'string' },
outputs: { response: 'string' }
}
}
}];
const serialized = serializer.serializeWorkflow(blocks, []);
const block = serialized.blocks[0];
expect(block.config.params).toEqual({
model: 'gpt-4',
temperature: 0.7,
maxTokens: 1000,
topP: 0.9,
frequencyPenalty: 0.5,
presencePenalty: 0.5,
stop: ['###']
});
});
});
});
describe('deserializeWorkflow', () => {
it('should deserialize a workflow back to ReactFlow format', () => {
const serialized: SerializedWorkflow = {
version: '1.0',
blocks: [
{
id: 'model-1',
position: { x: 100, y: 100 },
config: {
tool: 'model',
params: {
model: 'gpt-4o',
systemPrompt: 'You are helpful'
},
interface: {
inputs: { prompt: 'string' },
outputs: { response: 'string' }
}
},
metadata: {
title: 'GPT-4o Agent',
category: 'AI'
}
}
],
connections: [
{
source: 'model-1',
target: 'http-1',
sourceHandle: 'response',
targetHandle: 'body'
}
]
};
const deserialized = serializer.deserializeWorkflow(serialized);
// Test blocks deserialization
expect(deserialized.blocks).toHaveLength(1);
const block = deserialized.blocks[0];
expect(block.id).toBe('model-1');
expect(block.type).toBe('custom');
expect(block.position).toEqual({ x: 100, y: 100 });
expect(block.data).toEqual({
tool: 'model',
params: {
model: 'gpt-4o',
systemPrompt: 'You are helpful'
},
interface: {
inputs: { prompt: 'string' },
outputs: { response: 'string' }
},
title: 'GPT-4o Agent',
category: 'AI'
});
// Test connections deserialization
expect(deserialized.connections).toHaveLength(1);
const connection = deserialized.connections[0];
expect(connection).toEqual({
id: 'model-1-http-1',
source: 'model-1',
target: 'http-1',
sourceHandle: 'response',
targetHandle: 'body'
});
});
it('should handle empty workflow', () => {
const serialized: SerializedWorkflow = {
version: '1.0',
blocks: [],
connections: []
};
const deserialized = serializer.deserializeWorkflow(serialized);
expect(deserialized.blocks).toHaveLength(0);
expect(deserialized.connections).toHaveLength(0);
});
it('should handle blocks with complex interface types', () => {
const serialized: SerializedWorkflow = {
version: '1.0',
blocks: [{
id: 'complex-1',
position: { x: 0, y: 0 },
config: {
tool: 'model',
params: {
model: 'gpt-4'
},
interface: {
inputs: {
context: 'object',
options: 'array',
metadata: 'Record<string, any>',
callback: 'function'
},
outputs: {
result: 'object',
errors: 'array',
logs: 'string[]'
}
}
}
}],
connections: []
};
const deserialized = serializer.deserializeWorkflow(serialized);
const block = deserialized.blocks[0];
expect(block.data.interface.inputs).toEqual({
context: 'object',
options: 'array',
metadata: 'Record<string, any>',
callback: 'function'
});
expect(block.data.interface.outputs).toEqual({
result: 'object',
errors: 'array',
logs: 'string[]'
});
});
it('should handle circular connections', () => {
const serialized: SerializedWorkflow = {
version: '1.0',
blocks: [
{
id: 'loop-1',
position: { x: 0, y: 0 },
config: {
tool: 'model',
params: {},
interface: {
inputs: { input: 'string' },
outputs: { output: 'string' }
}
}
},
{
id: 'loop-2',
position: { x: 200, y: 0 },
config: {
tool: 'model',
params: {},
interface: {
inputs: { input: 'string' },
outputs: { output: 'string' }
}
}
}
],
connections: [
{
source: 'loop-1',
target: 'loop-2',
sourceHandle: 'output',
targetHandle: 'input'
},
{
source: 'loop-2',
target: 'loop-1',
sourceHandle: 'output',
targetHandle: 'input'
}
]
};
const deserialized = serializer.deserializeWorkflow(serialized);
expect(deserialized.connections).toHaveLength(2);
expect(deserialized.connections[0].source).toBe('loop-1');
expect(deserialized.connections[0].target).toBe('loop-2');
expect(deserialized.connections[1].source).toBe('loop-2');
expect(deserialized.connections[1].target).toBe('loop-1');
});
});
});
+32 -50
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@@ -1,72 +1,56 @@
import { BlockConfig, SubBlockConfig, BlockType } from "@/blocks/types/block";
import { Connection, Node } from "reactflow";
import { Node, Edge } from "reactflow";
import { SerializedBlock, SerializedConnection, SerializedWorkflow } from "./types";
export class Serializer {
serializeWorkflow(blocks: Node<BlockConfig>[], connections: Connection[]): SerializedWorkflow {
serializeWorkflow(blocks: Node[], connections: Edge[]): SerializedWorkflow {
return {
version: '1.0',
blocks: blocks.map(block => this.serializeBlock(block)),
connections: connections.map(conn => ({
source: conn.source || '',
target: conn.target || '',
source: conn.source,
target: conn.target,
sourceHandle: conn.sourceHandle || undefined,
targetHandle: conn.targetHandle || undefined
}))
};
}
private serializeBlock(block: Node<BlockConfig>): SerializedBlock {
const values = this.extractSubBlockValues(block.data);
return {
private serializeBlock(block: Node): SerializedBlock {
const { data } = block;
const serialized: SerializedBlock = {
id: block.id,
type: block.data.type,
position: {
x: block.position.x,
y: block.position.y
},
config: {
...values,
inputs: block.data.workflow.inputs,
outputs: block.data.workflow.outputs
tool: data.tool,
params: data.params || {},
interface: {
inputs: data.interface?.inputs || {},
outputs: data.interface?.outputs || {}
}
}
};
}
private extractSubBlockValues(block: BlockConfig): Record<string, any> {
return block.workflow.subBlocks.reduce((acc, subBlock: SubBlockConfig) => {
const key = subBlock.title.toLowerCase().replace(/\s/g, '_');
let value: any;
const metadata = {
title: data.title,
description: data.description,
category: data.category,
icon: data.icon,
color: data.color
};
switch (subBlock.type) {
case 'long-input':
case 'short-input':
value = '';
break;
case 'dropdown':
value = subBlock.options?.[0] || '';
break;
case 'slider':
value = subBlock.min || 0;
break;
case 'code':
value = '';
break;
default:
value = null;
}
if (Object.values(metadata).some(value => value !== undefined)) {
serialized.metadata = metadata;
}
return {
...acc,
[key]: value
};
}, {});
return serialized;
}
deserializeWorkflow(serialized: SerializedWorkflow): {
blocks: Node<Partial<BlockConfig>>[];
connections: Partial<Connection>[];
blocks: Node[];
connections: Edge[];
} {
return {
blocks: serialized.blocks.map(block => this.deserializeBlock(block)),
@@ -80,18 +64,16 @@ export class Serializer {
};
}
private deserializeBlock(serialized: SerializedBlock): Node<Partial<BlockConfig>> {
private deserializeBlock(serialized: SerializedBlock): Node {
return {
id: serialized.id,
type: 'custom', // or whatever node type you use in ReactFlow
type: 'custom',
position: serialized.position,
data: {
type: serialized.type as BlockType,
workflow: {
inputs: serialized.config.inputs,
outputs: serialized.config.outputs,
subBlocks: []
}
tool: serialized.config.tool,
params: serialized.config.params,
interface: serialized.config.interface,
...(serialized.metadata || {})
}
};
}
+17 -4
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@@ -20,12 +20,25 @@ export interface Position {
export interface SerializedBlock {
id: string;
type: string;
position: Position;
config: {
inputs: Record<string, string>;
outputs: Record<string, string>;
[key: string]: any;
// The tool this block uses
tool: string;
// Tool-specific parameters
params: Record<string, any>;
// Block's input/output interface
interface: {
inputs: Record<string, string>;
outputs: Record<string, string>;
};
};
// UI-specific metadata (optional)
metadata?: {
title?: string;
description?: string;
category?: string;
icon?: string;
color?: string;
};
}
+1 -1
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@@ -3,7 +3,7 @@ import { HttpRequestConfig, HttpResponse, HttpError } from './types/http';
export class HttpService {
private static instance: HttpService;
private constructor() {}
constructor() {}
public static getInstance(): HttpService {
if (!HttpService.instance) {
+2 -2
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@@ -1,15 +1,15 @@
import { AgentConfig } from '@/app/w/core/types/runner';
import { ModelProvider, ModelRequestOptions, ModelResponse } from './types/model';
import { OpenAIProvider } from './providers/openai';
import { AnthropicProvider } from './providers/anthropic';
import { GoogleProvider } from './providers/google';
import { XAIProvider } from './providers/xai';
import { AgentConfig } from './types/agent';
export class ModelService {
private static instance: ModelService;
private providers: Map<string, ModelProvider>;
private constructor() {
constructor() {
this.providers = new Map();
this.initializeProviders();
}
+76
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@@ -0,0 +1,76 @@
import { Tool, ToolRegistry } from '@/executor/types';
import { ModelService } from './model-service';
import { HttpService } from './http-service';
import { AgentConfig } from './model-service/types/agent';
class ModelTool implements Tool {
name = 'model';
private service: ModelService;
constructor() {
this.service = ModelService.getInstance();
}
validateParams(params: Record<string, any>): boolean | string {
const required = ['model', 'prompt'];
const missing = required.filter(param => !params[param]);
if (missing.length > 0) {
return `Missing required parameters: ${missing.join(', ')}`;
}
return true;
}
async execute(params: Record<string, any>): Promise<Record<string, any>> {
const config: AgentConfig = {
model: params.model,
systemPrompt: params.systemPrompt || 'You are a helpful assistant.',
prompt: params.prompt,
temperature: params.temperature || 0.7,
apiKey: params.apiKey || process.env.OPENAI_API_KEY || ''
};
const response = await this.service.callModel(config);
return {
response: response.response,
tokens: response.tokens,
model: response.model
};
}
}
class HttpTool implements Tool {
name = 'http';
private service: HttpService;
constructor() {
this.service = HttpService.getInstance();
}
validateParams(params: Record<string, any>): boolean | string {
if (!params.url) {
return 'Missing required parameter: url';
}
return true;
}
async execute(params: Record<string, any>): Promise<Record<string, any>> {
const response = await this.service.request({
url: params.url,
method: params.method || 'GET',
headers: params.headers || {},
body: params.body,
timeout: params.timeout
});
return {
data: response.data,
status: response.status,
headers: response.headers
};
}
}
export const toolRegistry: ToolRegistry = {
model: new ModelTool(),
http: new HttpTool()
};