README.md

metadata

title: Agentic Inkwell
emoji: 💻
colorFrom: blue
colorTo: gray
sdk: gradio
sdk_version: 5.33.0
app_file: app.py
pinned: false
short_description: Knowledge-Grounded Multi-Agent Creative Writing System
tags:
  - agent-demo-track
  - text-to-image
  - document-generation
  - image-creation
  - text-formatting
  - visual-content

Agentic Inkwell

Agentic Inkwell transforms simple business topics into eloquent reports through agentic system writing, where specialized AI agents gather around a digital inkwell to craft intelligence together:

• 🔍 Research Agent: Extracts market intelligence using knowledge graphs
• ✍️ Strategy Agent: Creates executive-level business content
• 📋 Formatter Agent: Structures professional markdown documents
• 🎨 Visual Agent: Generates business infographics and presentations

✨ Key Features

🎛️ Customizable Content Types

• Market Analysis Reports
• Competitive Intelligence Briefs
• Technology Trend Analysis
• Investment Research Reports
• Strategic Planning Documents

🎯 Multiple Writing Styles

• Executive Summary (C-level audience)
• Technical Brief (Developer/Engineer audience)
• Investor Pitch (VC/Stakeholder audience)
• Market Research (Analyst audience)
• Internal Memo (Team communication)

🎨 Visual Intelligence

• Professional Infographics
• Corporate Presentation Style
• Executive Dashboards
• Technical Diagrams
• Minimalist Charts

🔧 Advanced Capabilities

• Knowledge Graph Integration: Real-time entity and relationship extraction
• Multi-Modal Output: Text + Visual generation
• MCP Server Integration: Remote tool access via Model Context Protocol
• Formatting: Markdown with tables, headers, citations
• Download Ready: Export to .md files for immediate use

🏗️ Architecture

User Input → Research Agent → Strategy Agent → Formatter Agent → Visual Agent → Final Output
               ↓              ↓               ↓              ↓
          Knowledge Graph  Logic           Professional   Visuals MCP
          Builder MCP      & Strategy      Formatting     

🎬 Video Demo

🔗 YouTube Link: https://youtu.be/vmkO7DbmEX8

Watch how four AI agents collaborate to transform simple topics into professional reports with visual intelligence.

📊 System Components

Agent Specifications

Agent	Role	Tools	Output
🔍 Research	Market Intelligence	Knowledge Graph MCP	Entities, relationships, context
✍️ Strategy	Business Writing	LLM-based	Strategic content, insights
📋 Formatter	Document Structure	LLM-based	Professional markdown
🎨 Visual	Business Graphics	Text-to-Image MCP	Infographics, charts

MCP Servers Used

• Knowledge Graph Builder: Agents-MCP-Hackathon/KGB-mcp MCP Server URL: https://agents-mcp-hackathon-kgb-mcp.hf.space/gradio_api/mcp/sse

• Text-to-Image Generator: Agents-MCP-Hackathon/T2I MCP Server URL: https://agents-mcp-hackathon-t2i.hf.space/gradio_api/mcp/sse

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference