senso-search

Search a Senso knowledge base and return JSON results with source chunks.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/kvn8888/MultiModalAgentsHackathon --skill senso-search
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: senso-search
Source: https://github.com/kvn8888/MultiModalAgentsHackathon/tree/main/.cursor/skills/senso-search
Command: npx skills add https://github.com/kvn8888/MultiModalAgentsHackathon --skill senso-search

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Ground AI outputs with verified content from a Senso knowledge base to ensure accuracy and trust in responses.

Core Features & Use Cases

  • Ground answers with content pulled from your Senso knowledge base, including source chunks and content IDs for traceability.
  • Supports three search variants—Full Search (AI answer + sources), Context Search (chunks only), and Content Search (document IDs and titles only).
  • Useful for internal Q&A, knowledge-grounded assistants, and compliance checks where factual backing is required.

Quick Start

Ask the AI to search your Senso knowledge base and return a JSON report with an answer and source chunks.

Frequently Asked Questions about senso-search

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I ground AI responses with verified content from a knowledge base?

To ground AI responses with verified content, you can search a Senso knowledge base to retrieve factual answers, source chunks, and content IDs. This ensures AI outputs are traceable and grounded in organization-specific data.

What search variants are available for retrieving knowledge base chunks?

Available knowledge base search variants include Full Search for AI answers with sources, Context Search for chunks only, and Content Search for document IDs and titles. Each variant returns JSON-formatted results for verification.

Do I need an API key to search my Senso knowledge base?

Yes, searching your Senso knowledge base requires the senso CLI and a valid SENSO_API_KEY. You must configure these prerequisites before executing search queries or retrieving grounded content.

Can I get JSON output with source chunks for compliance checks?

Yes, you can get JSON-formatted output containing source chunks and content IDs for compliance checks. This provides the traceability needed to verify factual backing in internal Q&A and compliance scenarios.

When should I use context search instead of full search for knowledge retrieval?

Use context search instead of full search when you only need raw text chunks without an AI-generated answer. Context search retrieves source chunks directly, whereas full search synthesizes an AI answer alongside the sources.

What is the best way to build a knowledge-grounded assistant for internal Q&A?

The best way to build a knowledge-grounded assistant for internal Q&A is using a Senso knowledge base to retrieve verified content. This approach provides factual backing, source chunks, and content IDs for accurate, traceable responses.