LaunchKit · 2026
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orchata

Knowledge management and RAG platform with tree-based document indexing.

2
549 downloads
by @ehudsn

Setup & Installation

openclaw skills install @ehudsn/orchata

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install orchata

What This Skill Does

Orchata is a RAG platform that organizes documents into spaces with tree-based indexing. It supports PDF, Word, Excel, PowerPoint, Markdown, and image files. AI assistants interact with knowledge bases through MCP tools for search, upload, and document management.

Tree-based document indexing lets you navigate large files by section and summary rather than retrieving unstructured chunks.

When to use it

  • Searching internal documentation with natural language queries
  • Uploading and indexing new PDFs for team knowledge bases
  • Navigating large documents by section without reading everything
  • Discovering which knowledge spaces contain relevant content
  • Checking processing status of recently uploaded documents

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: Find the authentication steps in our API docs

AGENT
  1. 1Call smart_query with query='API authentication steps' to identify relevant spaces
  2. 2Call query_spaces with the returned space IDs and query='authentication steps'
  3. 3Review returned results with full content and page ranges
  4. 4If content is insufficient, call get_document_tree to inspect document structure
  5. 5Call get_tree_node on the relevant section node to read full text
OUTPUT

Full text of the authentication section with page references and source document metadata

Requirements

Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.

Orchata account and API access