Configuration-Driven Development
Build complex data processing pipelines using simple YAML configuration files. No coding required - just define your data sources, operations, and outputs. Deploy in minutes, not months.
AI Model Integration
Seamlessly integrate with Claude, OpenAI, and custom APIs to add intelligence to your workflows. Batch processing, parallel execution, and advanced templating included.
Multi-Source Connectivity
Connect to CSV, JSON, REST APIs, and text files with enterprise-grade authentication. OAuth flows, token management, and automatic retry handling.
Advanced Operations
6 operation types with 80+ functions: filtering, format conversion, summarization, relationships, aggregations, and templating. Expression engine included.
Enterprise Security
Production-ready security with multi-stage authentication, environment variable management, secure credential handling, and comprehensive error recovery.
Automated Documentation
Introspection system automatically analyzes your data sources, detects schemas, finds relationships, and generates professional documentation.
🤖 Works Seamlessly with Claude Code
The only AI data framework that writes configurations for you
1. Just Tell Claude What You Want
2. Claude Introspects Your Data
- ✅ Schema & data types
- ✅ Sample data & patterns
- ✅ Relationships between sources
- ✅ Optimal operations to use
3. Complete Config Generated
# Generated by Claude Code data_sources: customers: type: csv path: customers.csv processing: contextual_filtering: customers: - field: age condition: "age > 25 && status == 'active'" ai_interface: prompts: behavior_analysis: system: "You are a customer behavior analyst" user_template: "Analyze patterns in: {{customers}}" output: type: file path: customer_insights.json
🔍 Smart Data Introspection
Claude analyzes your data sources and understands structure, types, and relationships automatically
⚡ Instant Configuration
From idea to working pipeline in seconds. No manual YAML writing or data exploration needed
🧠 Intelligent Recommendations
Claude suggests optimal operations, filters, and AI prompts based on your data patterns
💡 Pro tip: Use Claude Code to build complex pipelines without learning YAML syntax
Get Started in 3 Steps
Install
pip install shedboxai
Configure
Create config.yaml
Run
shedboxai run config.yaml