Tools and Workflows

Understanding RA-H's capabilities

Tools

RA-H agents have access to different tools depending on their role.

Search and Discovery

Node Search - Find nodes by title, content, or dimensions

Semantic Search - Find content by meaning, even without exact word matches

Web Search - Pull in external information when needed

Edge Queries - Explore relationships between nodes

Content Operations

Create Nodes - Add new knowledge items to your database

Update Nodes - Append insights to existing nodes (append-only to preserve history)

Create Edges - Connect related nodes with contextual relationships

Update Edges - Modify relationship metadata

Extraction

YouTube Extraction - Automatically extract and process video transcripts

Website Extraction - Pull content from web pages

Paper Extraction - Extract text from PDF documents

All extraction tools automatically create nodes in your database with appropriate metadata and links.

Workflows

Workflows are predefined multi-step processes that execute complex tasks autonomously.

Integrate Workflow

The integrate workflow performs deep analysis and connection discovery for your focused node.

Purpose: Find meaningful connections across your entire knowledge base

Process:

  1. Analyze the focused node to understand its core concepts
  2. Search your entire database for related content
  3. Identify 3-8 strong, meaningful connections
  4. Explain how each connection relates
  5. Update the focused node with integration analysis

How to use:

  • Focus on a node in the Focus panel
  • Ask RA-H: "run integrate workflow"
  • The workflow executes automatically
  • Results are appended to your focused node

What it finds:

  • Obvious connections (shared people, projects, techniques)
  • Thematic connections (shared concepts, approaches)
  • Contradictions or alternative perspectives
  • Dependencies or prerequisites
  • Related resources or references

Cost: Approximately $0.18 per execution

Future Workflows

Additional workflows are in development:

  • Deep analysis for research synthesis
  • Batch processing for multiple nodes
  • Content summarization and extraction
  • Custom workflow creation tools