desearch-ai-searchAI-powered search that aggregates and summarizes results from multiple sources including web, X/Twitter, Reddit, Hacker News, YouTube, ArXiv, and Wikipedia....
Install via ClawdBot CLI:
clawdbot install okradze/desearch-ai-searchAI-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.
export DESEARCH_API_KEY='your-key-here'# 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| 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. |
| 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 |
desearch.py ai_search "What are the latest developments in quantum computing?" --tools web,arxiv,redditdesearch.py ai_web "transformer architecture improvements 2026" --tools arxiv,webdesearch.py ai_search "AI regulation news" --tools web,hackernews,reddit --date-filter PAST_WEEKdesearch.py ai_web "learn rust programming" --tools youtube,webdesearch.py ai_x "latest AI breakthroughs" --count 20{
"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": [],
"user": {
"id": "1316260427190472704",
"username": "rukky_003",
"name": "RuqoCrypto 🧠",
"url": "https://x.com/rukky_003",
"followers_count": 2424,
"verified": false,
"is_blue_verified": true
}
}
],
"search": [
{
"title": "What Is Quantum Computing? | IBM",
"link": "https://www.ibm.com/think/topics/quantum-computing",
"snippet": "Quantum computers take advantage of quantum mechanics..."
}
],
"miner_link_scores": {
"2023465890369728573": "HIGH",
"https://www.ibm.com/think/topics/quantum-computing": "MEDIUM"
},
"completion": "Quantum computing uses qubits that leverage superposition and entanglement to compute in fundamentally different ways than classical computers..."
}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.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."
}Generated Mar 1, 2026
Researchers and students can use this skill to quickly gather and summarize academic papers from arXiv, web sources, and Wikipedia on topics like machine learning or quantum computing. It helps in synthesizing information across multiple platforms, saving time on manual searches and providing curated links for deeper study.
Business analysts can leverage this skill to monitor trends by searching web, X/Twitter, and Reddit for real-time insights on topics such as AI regulation or crypto markets. The AI summarization offers aggregated views, while date filters allow tracking developments over specific periods like the past week.
Content creators and marketers can use it to find relevant YouTube tutorials, web articles, and X/Twitter posts for inspiration or curation. The skill provides curated links and summaries, helping in generating ideas or monitoring social media buzz around topics like latest AI breakthroughs.
Developers can search for programming tutorials, documentation, and community discussions from sources like Hacker News, Reddit, and web to solve coding issues or learn new skills like Rust programming. The AI-curated links offer quick access to high-quality resources.
Journalists and fact-checkers can aggregate news from multiple sources including web, Reddit, and Hacker News to verify information or get summarized updates on events. The skill's ability to pull from diverse platforms ensures a balanced view and reduces bias in reporting.
Offer tiered subscription plans based on usage limits, such as number of searches per month or access to premium sources like arXiv and X/Twitter. Revenue comes from monthly or annual fees paid by businesses, researchers, and developers who need regular access to aggregated search data.
Charge users based on the number of API calls or data processed, with credits purchased upfront. This model suits occasional users like students or small teams who don't need constant access, generating revenue from microtransactions and top-ups.
Provide customized solutions for large organizations, including white-labeling, advanced analytics, and integration with internal tools. Revenue is generated through one-time setup fees and ongoing support contracts, targeting industries like finance or academia with high data needs.
💬 Integration Tip
Ensure the DESEARCH_API_KEY is securely stored as an environment variable and test with simple queries before scaling to avoid API errors.
Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).
AI-optimized web search via Tavily API. Returns concise, relevant results for AI agents.
This skill should be used when users need to search the web for information, find current content, look up news articles, search for images, or find videos. It uses DuckDuckGo's search API to return results in clean, formatted output (text, markdown, or JSON). Use for research, fact-checking, finding recent information, or gathering web resources.
Web search and content extraction via Brave Search API. Use for searching documentation, facts, or any web content. Lightweight, no browser required.
Search indexed Discord community discussions via Answer Overflow. Find solutions to coding problems, library issues, and community Q&A that only exist in Discord conversations.
Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.