sutrakit 0.1.0

A comprehensive AI-powered code analysis and automation CLI tool

Sutra Knowledge CLI

An intelligent codebase analysis and knowledge management tool that provides AI-powered insights, semantic search capabilities, and comprehensive project understanding through advanced parsing and embedding technologies.

Overview

Sutra Knowledge CLI is a powerful command-line application designed to help developers understand, analyze, and interact with codebases using artificial intelligence. It combines semantic search, graph-based analysis, and AI agents to provide deep insights into your projects.

Key Features

🔍 Intelligent Code Analysis

• Single Project Processing: Analyze individual codebases with detailed parsing and embedding generation
• Multi-Project Management: Process and manage multiple projects simultaneously
• Semantic Search: Find code patterns and implementations using natural language queries
• Graph-Based Understanding: Build knowledge graphs of your codebase for better comprehension

🤖 AI-Powered Assistance

• AI Agent Integration: Interactive AI agent for code understanding and assistance
• Context-Aware Responses: Get intelligent answers about your codebase
• Memory Management: Persistent conversation context and project knowledge

🌐 Web Integration

• Web Search: Search the web for relevant programming information
• Web Scraping: Extract and analyze web content for development insights
• Authentication: Secure access to external services and APIs

📊 Project Management

• Project Listing: View and manage all analyzed projects
• Database Statistics: Monitor analysis progress and storage metrics
• Data Management: Clear and maintain project databases

Available Commands

Command	Description
single	Process a single project for analysis
multi	Process multiple projects simultaneously
list	List all analyzed projects
clear	Clear database data and reset projects
stats	Display database statistics and metrics
agent	Start interactive AI agent session
parse	Parse and analyze code structures
search	Perform semantic search across codebases
auth	Manage authentication and API keys
web_search	Search web for programming resources
web_scrap	Scrape and analyze web content

Quick Start

1. Installation: See INSTALL.md for installing binary instead of using the source code. Use below steps if you want to run the source code directly.

2. Basic Usage:

   # Analyze a single project
   python main.py single /path/to/your/project
   
   # Start interactive AI agent
   python main.py agent
   
   # Search your codebase
   python main.py search "authentication logic"
   
   # List all projects
   python main.py list
   

3. Configuration: The tool uses JSON configuration files for project settings and supports various programming languages and frameworks.

Architecture

Sutra Knowledge CLI is built with a modular architecture:

• CLI Interface: User-friendly command-line interface with comprehensive argument parsing
• Parsing Engine: Advanced code parsing supporting multiple languages
• Embedding System: Semantic embedding generation for intelligent search
• Graph Processing: Knowledge graph construction and analysis
• AI Services: Integration with language models and AI agents
• Authentication: Secure API and service authentication
• Database Layer: Efficient storage and retrieval of project data

Use Cases

• Code Review: Understand large codebases quickly
• Documentation: Generate insights for better documentation
• Refactoring: Identify patterns and relationships for safe refactoring
• Learning: Explore unfamiliar codebases with AI assistance
• Knowledge Management: Build searchable knowledge bases of your projects

Requirements

• Python 3.8+
• Required dependencies (see requirements.txt)
• Optional: API keys for enhanced AI features

Getting Help

• Use python main.py --help for command-line help
• Use python main.py <command> --help for command-specific help
• Check the documentation in the docs/ directory (if available)

Contributing

This project welcomes contributions. Please ensure your code follows the established patterns and includes appropriate tests.

License

See LICENSE file for details.

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Sutra Knowledge CLI - Intelligent codebase understanding through AI-powered analysis