Aisa Multi Search Engine

aisa-multi-search-engine

Multi-source search engine powered by AIsa API. Combines Tavily web search, Scholar academic search, Smart hybrid search, and Perplexity deep research — all through a single AIsa API key. Includes confidence scoring and AI synthesis. Use when: the user needs web search, research, source discovery, or content extraction.

When to Use

• Use this release when the user needs the runtime packaged under scripts/.
• Prefer the bundled Python or shell entrypoints instead of copying raw API examples into the chat.
• For Hermes community installs, keep setup explicit and review the command help text before the first run.

Setup

• Review README.md for the release-specific summary and structure.
• Use repo-relative paths under scripts/.
• Prefer explicit CLI auth flags such as --api-key or --aisa-api-key when a script exposes them.

Quick Reference

• python3 scripts/search_client.py --help

Verification

• Confirm the command returns structured output or a successful API response.
• If the workflow stores local state, verify it writes under a repo-local data directory rather than a home-directory default.