desearch-ai-search

name	desearch-ai-search
description	AI-powered search that aggregates and summarizes results from multiple sources including web, X/Twitter, Reddit, Hacker News, YouTube, ArXiv, and Wikipedia. Use this when you need a synthesized answer or curated links from across the internet and social platforms.
metadata	{"clawdbot":{"emoji":"🔎","homepage":"https://desearch.ai","requires":{"env":"[Truncated]"}}}

AI Search By Desearch

AI-powered multi-source search that aggregates results from web, Reddit, Hacker News, YouTube, ArXiv, Wikipedia, and X/Twitter — returning either summarized answers or curated links.

Quick Start

1. Get an API key from https://console.desearch.ai
2. Set environment variable: export DESEARCH_API_KEY='your-key-here'

Usage

# AI contextual search (summarized results from multiple sources)
desearch.py ai_search "What is Bittensor?" --tools web,reddit,youtube

# AI web link search (curated links from specific sources)
desearch.py ai_web "machine learning papers" --tools arxiv,web,wikipedia

# AI X/Twitter link search (curated post links)
desearch.py ai_x "crypto market trends" --count 20

Commands

Command	Description
ai_search	AI-summarized search across multiple sources. Returns aggregated results with context.
ai_web	AI-curated link search. Returns the most relevant links from chosen sources.
ai_x	AI-powered X/Twitter search. Returns the most relevant post links for a topic.

Options

Option	Description	Applies to
--tools, -t	Sources to search: web, hackernews, reddit, wikipedia, youtube, arxiv, twitter (comma-separated)	Both
--count, -n	Number of results (default: 10, max: 200)	All
--date-filter	Time filter: PAST_24_HOURS, PAST_2_DAYS, PAST_WEEK, PAST_2_WEEKS, PAST_MONTH, PAST_2_MONTHS, PAST_YEAR, PAST_2_YEARS	ai_search

Examples

Research a topic with AI summary

desearch.py ai_search "What are the latest developments in quantum computing?" --tools web,arxiv,reddit

Find academic papers

desearch.py ai_web "transformer architecture improvements 2026" --tools arxiv,web

Get recent news from multiple sources

desearch.py ai_search "AI regulation news" --tools web,hackernews,reddit --date-filter PAST_WEEK

Find YouTube tutorials

desearch.py ai_web "learn rust programming" --tools youtube,web

AI-curated X/Twitter links on a topic

desearch.py ai_x "latest AI breakthroughs" --count 20

Response

Example (truncated)

{
  "tweets": [
    {
      "id": "2023465890369728573",
      "text": "Superposition allows qubits to encode multiple possibilities...",
      "url": "https://x.com/rukky_003/status/2023465890369728573",
      "created_at": "2026-02-16T18:33:57.000Z",
      "like_count": 5,
      "retweet_count": 0,
      "view_count": 155,
      "reply_count": 0,
      "quote_count": 2,
      "lang": "en",
      "is_retweet": false,
      "is_quote_tweet": true,
      "media" 
       
         
         
         
         
         
         
         
      
    
  
   
    
       
       
       
    
  
   
     
     
  
   

Notes

• miner_link_scores keys are tweet IDs for Twitter results and full URLs for web results. Values are "HIGH", "MEDIUM", or "LOW".
• media is always an array; empty [] when no media is attached.
• completion is always a string; empty string "" if summarization fails.

Errors

Status 401, Unauthorized (e.g., missing/invalid API key)

{
  "detail": "Invalid or missing API key"
}

Status 402, Payment Required (e.g., balance depleted)

{
  "detail": "Insufficient balance, please add funds to your account to continue using the service."
}

Resources

• API Reference
• Desearch Console