🚀 bl1nk-agent-builder

AI Agent Platform with RAG, Multi-Agent Orchestration & Enterprise-Grade Security

✨ What is bl1nk?

bl1nk is a next-generation AI agent platform that combines the power of multiple LLM providers with intelligent routing, RAG capabilities, and enterprise-grade security. Built with a modern edge-first architecture, bl1nk delivers low-latency responses while maintaining cost efficiency through smart provider selection.

🎯 Key Features

• 🧠 Multi-Agent Orchestration - Coordinate multiple AI agents with intelligent task distribution
• 🔄 Smart Provider Routing - Automatically route requests to the best-performing LLM provider
• 📚 RAG Integration - Built-in vector search with pgvector for contextual responses
• 🛡️ Enterprise Security - End-to-end encryption, audit logging, and compliance features
• ⚡ Edge-First Architecture - Cloudflare Workers + FastAPI + Serverless databases
• 📊 Real-time Monitoring - Comprehensive metrics and cost tracking
• 🔌 MCP Integration - Model Context Protocol support for extended capabilities

🏗️ Architecture Overview

graph TB
    A[🌐 Edge Layer] --> B[⚡ Core Layer]
    B --> C[💾 Data Layer]
    B --> D[🤖 AI Providers]
    
    A[🌐 Edge Layer] 
    A --> A1[Cloudflare Workers]
    A1 --> A2[🔐 Auth & Rate Limit]
    A1 --> A3[📡 Request Proxy]
    
    B[⚡ Core Layer]
    B --> B1[FastAPI Python]
    B1 --> B2[🧠 RAG Engine]
    B1 --> B3[🎯 Task Orchestrator]
    B1 --> B4[🔌 MCP Tools]
    
    C[💾 Data Layer]
    C --> C1[Neon Postgres + pgvector]
    C --> C2[Upstash Redis]
    
    D[🤖 AI Providers]
    D --> D1[OpenRouter]
    D --> D2[Cloudflare AI]
    D --> D3[AWS Bedrock]
    D --> D4[Anthropic]
    
    style A fill:#ff6b35
    style B fill:#f7931e
    style C fill:#4ecdc4
    style D fill:#45b7d1

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🚀 Quick Start (Under 5 Minutes!)

Prerequisites

• Python 3.11+ 🐍
• Node.js 18+ (with pnpm) 📦
• PostgreSQL 15+ (Neon recommended) 🐘
• Redis (Upstash serverless) ⚡
• Git 📁

1. One-Command Setup ⚡

# Clone and bootstrap in one go
git clone https://github.com/your-org/bl1nk-agent-builder.git
cd bl1nk-agent-builder
./scripts/bootstrap.sh development

2. Environment Setup 🔧

# Quick environment setup
cp config/env.example .env

# Generate API keys automatically
./scripts/generate_api_keys.sh

# Validate your setup
./scripts/validate_secrets.sh

🔑 Get Your API Keys:

• OpenRouter: api.openrouter.ai → Get free credits! 💰
• Cloudflare: dash.cloudflare.com → Workers AI
• Neon DB: neon.tech → Free tier available! 🆓
• Upstash Redis: upstash.com → Serverless Redis

3. Launch Services 🚀

# Start everything with one command
make dev

# Or manually:
# Terminal 1: FastAPI Core
cd apps/worker && uvicorn app.main:app --reload --host 0.0.0.0 --port 8000

# Terminal 2: Cloudflare Edge
cd apps/bridge && wrangler dev

# Terminal 3: Next.js UI (optional)
cd ui/nextjs && pnpm dev

4. Test Your Setup ✅

# Health check
curl http://localhost:8000/health

# Test AI integration
curl -X POST http://localhost:8000/api/v1/chat \
  -H "Content-Type: application/json" \
  -d '{"message": "Hello bl1nk!", "model": "anthropic/claude-3-sonnet"}'

# Test RAG functionality
curl -X POST http://localhost:8000/api/v1/rag/query \
  -H "Content-Type: application/json" \
  -d '{"query": "What is machine learning?"}'

🎮 Interactive Demo

Try bl1nk with our pre-configured examples:

# Run the demo suite
./scripts/demo.sh

# Test different AI providers
./scripts/test_providers.sh

# Generate sample data for RAG
./scripts/generate_sample_data.sh

📊 Project Health Dashboard

Real-time project metrics:

# View project statistics
./scripts/project_stats.sh

# Check dependencies status
./scripts/check_dependencies.sh

# Generate project report
./scripts/generate_report.sh

🔧 Advanced Configuration

Provider Routing Rules

Edit config/provider_routing.yaml:

routing_rules:
  - model_pattern: "gpt-4*"
    provider: "openrouter"
    priority: 1
    fallback: "claude-3-sonnet"
  
  - model_pattern: "claude-3*"
    provider: "anthropic"
    priority: 1
    fallback: "gpt-4-turbo"
  
  - cost_optimization: true
    max_cost_per_token: 0.0001

Database Schema

-- Enable pgvector for RAG
CREATE EXTENSION IF NOT EXISTS vector;

-- Create vector column for embeddings
ALTER TABLE documents 
ADD COLUMN embedding vector(1536);

-- Create index for similarity search
CREATE INDEX ON documents 
USING ivfflat (embedding vector_cosine_ops)
WITH (lists = 100);

📈 Monitoring & Observability

Built-in Metrics 📊

# View real-time metrics
curl http://localhost:8000/metrics

# Check provider health
curl http://localhost:8000/health/providers

# Monitor costs
curl http://localhost:8000/admin/costs

Cost Tracking 💰

Track spending across all providers:

# Daily cost report
./scripts/cost_report.sh --daily

# Monthly budget alerts
./scripts/budget_alerts.sh --monthly

# Provider cost comparison
./scripts/provider_costs.sh

🛠️ Development Workflow

Code Quality Tools

# Format and lint everything
make format
make lint

# Type checking
make type-check

# Security audit
make security-audit

Testing Strategy

# Run all tests
make test

# Test with coverage
make test-coverage

# Load testing
make load-test

# Integration tests
make integration-test

Git Workflow

# Feature development
git checkout -b feature/amazing-feature
make test && make format
git commit -m "feat: add amazing feature"
git push origin feature/amazing-feature

# Create PR and merge

🔐 Security & Compliance

Security Features 🛡️

• 🔒 End-to-End Encryption - All data encrypted at rest and in transit
• 🔑 JWT Authentication - Secure token-based authentication
• 📝 Audit Logging - Complete audit trail for compliance
• 🚦 Rate Limiting - Per-user and per-provider rate limits
• 🔐 Webhook Verification - Cryptographic signature verification

Compliance Standards

• GDPR Ready - Data privacy and right to deletion
• SOC 2 Compatible - Security controls and monitoring
• HIPAA Considerations - Healthcare data handling patterns
• Enterprise SSO - SAML/OIDC integration ready

🚢 Deployment Options

🚀 One-Click Deployments

Manual Deployment

# Production deployment
./scripts/deploy.sh production

# Staging environment
./scripts/deploy.sh staging

# Custom environment
./scripts/deploy.sh custom --env=myenv

Docker Deployment

# Build and run with Docker
docker build -t bl1nk:latest .
docker run -p 8000:8000 bl1nk:latest

# Or use docker-compose
docker-compose up -d

🌍 Environment Support

Environment	Purpose	URL	Status
🏠 Local	Development	localhost:8000	✅ Active
🧪 Staging	Testing	staging.bl1nk.dev	✅ Ready
🚀 Production	Live	app.bl1nk.ai	🔄 Coming Soon

📚 Documentation Hub

• 🏗️ Architecture Guide - Deep dive into system design
• 🔌 API Reference - Complete API documentation
• 🚀 Deployment Guide - Production deployment
• 🧪 Testing Guide - Testing strategies
• 🔧 Configuration - Advanced configuration
• 🛠️ Troubleshooting - Common issues and solutions

🤝 Community & Support

Getting Help 🆘

• 📧 Email: support@bl1nk.dev
• 💬 Discord: Join our community
• 🐛 Issues: GitHub Issues
• 📖 Wiki: Documentation Wiki

Contributing 🤝

We welcome contributions! Here's how:

1. 🍴 Fork the repository
2. 🌱 Create your feature branch: git checkout -b feature/amazing-feature
3. ✅ Test your changes: make test
4. 🎨 Format your code: make format
5. 📝 Commit your changes: git commit -m 'feat: add amazing feature'
6. 🚀 Push to the branch: git push origin feature/amazing-feature
7. 🔍 Open a Pull Request

Contribution Guidelines 📋

• Code Style: Follow PEP 8 for Python, ESLint for TypeScript
• Testing: Write tests for new features (80%+ coverage)
• Documentation: Update docs for new features
• Commits: Use conventional commits format

📊 Project Statistics

# View comprehensive project stats
./scripts/project_stats.sh

Current Status:

• 📁 64 Files in the repository
• 📝 16,988+ Lines of code
• 🧪 Comprehensive test suite
• 📚 Complete documentation
• 🔒 Enterprise security features
• 🚀 Production-ready deployment

🏆 Features Roadmap

✅ Completed (v1.0)

• Multi-provider LLM integration
• Edge-first architecture
• RAG capabilities with pgvector
• Real-time task orchestration
• Comprehensive security features
• Monitoring and observability
• Docker deployment support

🚧 In Progress (v1.1)

• Advanced caching strategies
• Multi-tenant support
• Advanced analytics dashboard
• Custom model fine-tuning pipeline

🔮 Planned (v1.2+)

• GraphQL API support
• Kubernetes deployment manifests
• Advanced ML model training
• Enterprise SSO integration
• Mobile SDK support

💡 Use Cases

🏢 Enterprise

• Customer Support Automation - Intelligent chatbots with RAG
• Content Generation - Automated documentation and marketing content
• Code Review - AI-powered code analysis and suggestions
• Data Analysis - Natural language queries on business data

🏭 Developer Tools

• API Documentation - Auto-generated from code comments
• Testing Automation - AI-generated test cases
• Code Generation - Template-based code creation
• Performance Optimization - AI-driven optimization suggestions

🔬 Research & Academia

• Literature Review - Automated paper summarization
• Data Mining - Pattern recognition in large datasets
• Collaborative Research - Multi-agent research coordination
• Grant Writing - AI-assisted proposal generation

📄 License & Credits

License 📜

This project is licensed under the MIT License - see the LICENSE file for details.

🙏 Acknowledgments

Powered by amazing technologies:

• 🤖 OpenRouter - LLM API aggregation with 100+ models
• 🌐 Cloudflare - Lightning-fast edge computing platform
• 🐘 Neon - Serverless PostgreSQL with zero-config scaling
• ⚡ Upstash - Serverless Redis with global distribution
• 🐍 FastAPI - The modern Python web framework
• 🔍 pgvector - Vector similarity search for PostgreSQL
• 📱 Next.js - The React framework for production

⭐ Show Your Support

If bl1nk helps you build amazing AI applications, please:

• ⭐ Star this repository
• 🐛 Report issues and bugs
• 💡 Suggest new features
• 🤝 Contribute to the project
• 📢 Share with your network

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Built with ❤️ by the bl1nk team

Website • Documentation • API Reference • Support

# bl1nk-agent-builder # bl1nk-agent-builder