Kiro CLI Knowledge Base Search System

A comprehensive internal documentation search system for Kiro CLI developers, featuring semantic search, advanced filtering, and contextual discovery across all Kiro CLI setup patterns, tutorials, and best practices.

🚀 Features

• Semantic Search: AI-powered search using local Ollama embeddings
• Advanced Filtering: Filter by content type, tags, and source
• Contextual Sections: Quick access to Day 1 Essentials, MCP Setup, Workflows
• Client-Side Storage: Fast IndexedDB-based search with offline capability
• Responsive Design: Works on desktop and mobile devices
• Real-time Updates: Automatic knowledge base updates when content changes

📁 Repository Structure

├── knowledge-base/           # Knowledge base search system
│   ├── mcp-server/          # MCP server with Ollama embeddings
│   ├── export-pipeline/     # Content extraction and processing
│   ├── static-site/         # Web interface and search functionality
│   └── knowledge-bases/     # Organized content storage
├── video-content/           # Video transcripts and analysis
├── docs/                    # Setup documentation and guides
├── configs/                 # Configuration files
├── agents/                  # Custom agent profiles
├── hooks/                   # Automation hooks
├── steering/                # Development standards
├── workflows/               # SDLC workflows
├── tools/                   # Utility scripts
└── scripts/                 # Setup and maintenance scripts

🔧 Quick Start

Option 1: Complete Knowledge Base Setup

# Full setup with search system
./scripts/setup-knowledge-base.sh

Option 2: Basic Project Setup

# Basic Kiro CLI setup only
./scripts/setup.sh

Option 3: Manual Setup

# 1. Set up knowledge base search
cd knowledge-base/mcp-server
npm install && npm run build
ollama pull nomic-embed-text

# 2. Export content
cd ../export-pipeline
npm install && node export-knowledge.js

# 3. Start search interface
cd ../static-site
./start-server.sh

📊 Knowledge Base Stats

• 48 Content Chunks indexed with semantic embeddings
• Content Types: Setup (16), Video Tutorials (31), Workflows (1)
• Top Tags: MCP, Integration, Tutorials, Setup, AWS, Agents
• Search Capabilities: Keyword + semantic similarity matching

🎯 Use Cases

Day 1 Developer Setup

• Quick access to essential Kiro CLI configuration
• Step-by-step setup guides with cost optimization
• MCP server integration patterns

Advanced Development

• SDLC workflow automation
• Custom agent development
• Production deployment strategies

Troubleshooting

• Common issues and solutions
• Best practices and standards
• Video tutorial references

🔍 Search Features

• Contextual Search: Pre-configured searches for common needs
• Advanced Filters: Content type, tags, source filtering
• Relevance Scoring: AI-powered result ranking
• Incremental Updates: Automatic content synchronization

📚 Content Sources

Based on analysis of 10 professional Kiro CLI tutorial videos:

• AWS re:Invent 2025 presentations
• Community tutorials and best practices
• Real-world implementation examples
• Production deployment patterns

🤝 Attribution

Content Sources: Professional Kiro CLI tutorial videos
Speakers: Derek & Kieran (AWS), Girish (Cloud Evangelist), Jack Carrington (Blue Collar Coder)
Repository Maintainer: Bryan Chasko (@bryanchasko)
License: MIT License

🔗 Related Projects

• Video Transcription Agent - Technical implementation for video processing

📄 License

MIT License - See LICENSE file for details.