A powerful AI-driven search engine capable of breaking down complex questions into sub-questions and recursively searching for answers.
- 🤖 Smart Question Decomposition - Automatically breaks complex queries into searchable sub-questions
- 🌲 Tree Search Structure - Implements deep search through question tree construction
- 🔄 Parallel Search Processing - Supports multi-threaded concurrent search for improved efficiency
- 🧠 Intelligent Answer Synthesis - Uses AI to summarize and synthesize final answers
- 🛡️ Built-in Anti-Crawler Protection - Smart request scheduling to avoid bans
- ⚡ High Performance - Page pool reuse and intelligent caching mechanism
- 📝 Smart Query Building - Optimizes search queries with domain-specific commands and removes colloquial expressions
- 🔄 Multi-Engine Support - Supports multiple search engines including Bing and Baidu
- 🌐 Proxy Support - Flexible proxy configuration for different regions
- 🔋 LLM Pool - Multiple LLM provider support with automatic load balancing
npm install aisyimport { SearchGraph } from 'aisy'
const search = new SearchGraph({
proxy: 'http://127.0.0.1:7890' // Optional proxy
})
const result = await search.plan('Complex problem...')
console.log(result.answer)DEEPSEEK_API_KEY=
DEEPSEEK_ENDPOINT=
KIMI_API_KEY=
KIMI_ENDPOINT=
QWEN_API_KEY=
QWEN_ENDPOINT=The main search engine class, used to handle the decomposition and search of complex problems.
typescript
interface SearchOptions {
proxy?: string // Proxy server
maxConcurrency?: number // Maximum concurrency
timeout?: number // Timeout (ms)
maxResults?: number // Maximum number of results per search
}
class SearchGraph {
constructor(options?: SearchOptions)
// Analyze the problem and perform the search
async plan(question: string): Promise<{
answer: string
pages: Page[]
}>
}The class that performs a single search.
interface Page {
id: number
title: string
url: string
content?: string
}
class Searcher {
constructor(options?: SearchOptions)
// Perform a search
async run(content: string): Promise<{
content: string
pages: Page[]
answer: string
}>
}By default, Bing is used for searching. You can modify the search engine by configuring:
const search = new SearchGraph({
baseURL: 'https://www.google.com/search'
})const search = new SearchGraph({
maxConcurrency: 5, // Maximum 5 concurrent requests
timeout: 20000, // 20 seconds timeout
maxResults: 10 // 10 results per search
})const search = new SearchGraph({
llmPool: {
providers: [
{
endpoint: process.env.DEEPSEEK_ENDPOINT,
apiKey: process.env.DEEPSEEK_API_KEY,
model: 'deepseek-chat'
},
{
endpoint: process.env.KIMI_ENDPOINT,
apiKey: process.env.KIMI_API_KEY,
model: 'kimi-chat'
},
{
endpoint: process.env.QWEN_ENDPOINT,
apiKey: process.env.QWEN_API_KEY,
model: 'qwen-chat'
}
]
}
})const search = new SearchGraph({
searchEngine: 'baidu', // 'bing' or 'baidu'
baseURL: 'https://www.baidu.com/s', // optional, will be set automatically based on searchEngine
proxy: 'http://127.0.0.1:7890'
})// Complex problem decomposition
const result = await search.plan('Explain the concept of quantum entanglement and its application in quantum computing')
// Get specific information
const result = await search.plan(
'Which movie had the highest box office in the Spring Festival of 2024? What is the specific data?'
)
// Multi-step query
const result = await search.plan(
'What is the revenue of Apple\'s latest financial report? How much did it increase compared to last year?'
)Welcome to submit issues and PRs!
MIT © Jiahui.Liang