openclaw-search
Intelligent search for agents. Multi-source retrieval with confidence scoring - web, academic, and Tavily in one unified API.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/aisapay/aisa-multi-source-searchOpenClaw Search 🔍
Intelligent search for autonomous agents. Powered by AIsa.
One API key. Multi-source retrieval. Confidence-scored answers.
Inspired by AIsa Verity - A next-generation search agent with trust-scored answers.
🔥 What Can You Do?
Research Assistant
"Search for the latest papers on transformer architectures from 2024-2025"
Market Research
"Find all web articles about AI startup funding in Q4 2025"
Competitive Analysis
"Search for reviews and comparisons of RAG frameworks"
News Aggregation
"Get the latest news about quantum computing breakthroughs"
Deep Dive Research
"Smart search combining web and academic sources on 'autonomous agents'"
Quick Start
export AISA_API_KEY="your-key"
🏗️ Architecture: Multi-Stage Orchestration
OpenClaw Search employs a Two-Phase Retrieval Strategy for comprehensive results:
Phase 1: Discovery (Parallel Retrieval)
Query 4 distinct search streams simultaneously:
- Scholar: Deep academic retrieval
- Web: Structured web search
- Smart: Intelligent mixed-mode search
- Tavily: External validation signal
Phase 2: Reasoning (Meta-Analysis)
Use AIsa Explain to perform meta-analysis on search results, generating:
- Confidence scores (0-100)
- Source agreement analysis
- Synthesized answers
┌─────────────────────────────────────────────────────────────┐
│ User Query │
└─────────────────────────────────────────────────────────────┘
│
┌───────────────┼───────────────┐
▼ ▼ ▼
┌─────────┐ ┌─────────┐ ┌─────────┐
│ Scholar │ │ Web │ │ Smart │
└─────────┘ └─────────┘ └─────────┘
│ │ │
└───────────────┼───────────────┘
▼
┌─────────────────┐
│ AIsa Explain │
│ (Meta-Analysis) │
└─────────────────┘
│
▼
┌─────────────────┐
│ Confidence Score│
│ + Synthesis │
└─────────────────┘
Core Capabilities
Web Search
# Basic web search
curl -X POST "https://api.aisa.one/apis/v1/scholar/search/web?query=AI+frameworks&max_num_results=10" \
-H "Authorization: Bearer $AISA_API_KEY"
# Full text search (with page content)
curl -X POST "https://api.aisa.one/apis/v1/search/full?query=latest+AI+news&max_num_results=10" \
-H "Authorization: Bearer $AISA_API_KEY"
Academic/Scholar Search
# Search academic papers
curl -...
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-aisapay-aisa-multi-source-search": {
"enabled": true,
"auto_update": true
}
}
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