AIsa Multi Search Engine

AIsa Multi Search Engine v1.0.0

Multi-source search engine powered by AIsa API. One API key unlocks web search, academic search, Tavily integration, and Perplexity deep research with confidence-scored results.

Quick Start

export AISA_API_KEY="your-key-here"

Get your API key at aisa.one.

Search Tools

This plugin registers seven agent tools, each backed by a different AIsa API endpoint.

Usage Examples

Web Search

Search the web for structured results.

Use aisa_web_search to find "latest developments in AI agents 2025"

Academic Search

Search scholarly papers with optional year filtering.

Use aisa_scholar_search to find papers on "transformer architecture" from 2024 to 2025

Smart Search

Intelligent hybrid search combining web and academic sources.

Use aisa_smart_search to research "autonomous AI agents"

Tavily Search (Advanced)

Advanced web search with filtering options.

Use aisa_tavily_search for "AI startup funding" with topic "news" and time_range "month"

Tavily Extract

Extract full content from specific URLs.

Use aisa_tavily_extract to get content from ["https://example.com/article"]

Perplexity Deep Research

Use Perplexity Sonar models for synthesized answers with citations.

Use aisa_perplexity_search to answer "What is the current state of quantum computing?" with model "sonar-pro"

Multi-Source Search (Verity-Style)

Parallel search across all sources with confidence scoring and AI synthesis.

Use aisa_multi_search to comprehensively research "Is quantum computing ready for enterprise use?"

Confidence Scoring

The aisa_multi_search tool provides a deterministic confidence score based on four factors.

Python CLI Client

A standalone Python client is included for command-line use.

# Web search
python3 scripts/search_client.py web --query "latest AI news" --count 10

# Academic search
python3 scripts/search_client.py scholar --query "transformer architecture" --year-from 2024

# Smart search
python3 scripts/search_client.py smart --query "autonomous agents" --count 10

# Tavily search
python3 scripts/search_client.py tavily --query "AI developments" --depth advanced

# Extract content from URLs
python3 scripts/search_client.py extract --urls "https://example.com/article"

# Perplexity deep research
python3 scripts/search_client.py sonar --query "quantum computing" --model sonar-pro

# Multi-source search with confidence scoring
python3 scripts/search_client.py verity --query "Is quantum computing ready?"

API Endpoints Reference

All endpoints use the AIsa API base URL https://api.aisa.one/apis/v1.

Configuration

The plugin accepts the following configuration options.

Architecture

┌─────────────────────────────────────────────────────────────┐
│                      User Query                             │
└─────────────────────────────────────────────────────────────┘
                              │
              ┌───────────────┼───────────────┐
              ▼               ▼               ▼
        ┌─────────┐     ┌─────────┐     ┌─────────┐
        │ Scholar  │     │   Web   │     │  Smart  │
        └─────────┘     └─────────┘     └─────────┘
              │               │               │
              └───────────────┼───────────────┘
                              ▼
                    ┌─────────────────┐
                    │  Tavily Search  │
                    └─────────────────┘
                              │
                              ▼
                    ┌─────────────────┐
                    │  AIsa Explain   │
                    │ (Meta-Analysis) │
                    └─────────────────┘
                              │
                              ▼
                    ┌─────────────────┐
                    │ Confidence Score│
                    │  + Synthesis    │
                    └─────────────────┘

Pricing

Resources

• AIsa — Get your API key
• AIsa API Reference — Complete endpoint documentation
• ClawHub — Plugin marketplace

License

MIT