XandAI - Multi-Provider AI Terminal Assistant with Interactive Code Execution
Project description
XandAI CLI
Terminal assistant that combines AI chat with command execution. Supports Ollama and LM Studio.
Installation
pip install xandai-cli
xandai --auto-detect
Usage
# Terminal commands
xandai> ls -la
xandai> git status
# AI questions
xandai> How do I optimize this code?
# Natural conversation for any task
xandai> create a REST API with authentication
# Git AI commands (run outside REPL)
xandai commit # Generate commit message from staged changes
xandai pr # Summarize pull request
xandai diff # Explain diff in plain English
xandai blame --file main.py --line 42 # Explain why a line exists
Providers
- Ollama - Local models
- LM Studio - GUI-based model management
xandai --provider ollama
xandai --provider lm_studio --endpoint http://localhost:1234
New in Phase 2 🎉
XandAI Phase 2 adds enterprise-grade features for professional development workflows:
Agent Workflows - Multi-step task execution with planning and tracking Session Management - Persistent conversations with full history Context Management - Smart token management for any model Memory System - Long-term knowledge retention Web Integration - Enhanced web content fetching and extraction File Watching - Real-time project monitoring CLI Enhancement - OpenCode-style structured commands
See README_PHASE2.md for detailed documentation.
Commands
# Core Commands
/agent <instruction> # Multi-step LLM orchestrator for complex tasks
/set-agent-limit <n> # Set max LLM calls (default: 20, max: 100)
/review # AI-powered code review
/lsp # Language Server Protocol integration (code intelligence)
/web on # Enable web content integration
/host [addr] -p 4800 # Start web shell server (real-time web interface)
/help # Show all commands
/clear # Clear history
/status # System status
# Session Commands (Phase 2)
xandai session new # Create new session
xandai session list # List all sessions
xandai session load <id> # Load session
xandai session export <id> <file> # Export session
# Agent Commands (Phase 2)
xandai agent run <task> # Run multi-step task
xandai agent status # Check task status
xandai agent list # List all tasks
# Project Commands (Phase 2)
xandai project watch start # Start file watching
xandai project watch stop # Stop file watching
Web Shell
Access XandAI through a web browser with real-time interaction:
# Start web shell server
xandai> /host 0.0.0.0 -p 4800
# Open browser at http://localhost:4800
# Interact with XandAI through a modern web interface
# Terminal and web interface work simultaneously
Features:
- Real-time communication using WebSocket
- Modern terminal-like interface
- Execute all XandAI commands through browser
- Accessible from any device on your network
- Works alongside the terminal interface
Agent Mode
The /agent command is a powerful multi-step LLM orchestrator that chains multiple AI calls to handle complex tasks:
# Fix code with systematic analysis
/agent fix the bug in main.py where the loop never terminates
# Complex refactoring
/agent refactor this monolithic code into modular components
# Detailed explanations
/agent explain how the authentication system works
Pipeline stages:
- Intent Analysis - Classifies the task type
- Context Gathering - Identifies needed information
- Task Execution - Performs the main work
- Validation - Verifies output quality
- Refinement - Improves based on validation (if needed)
When to use /agent:
- Complex multi-step tasks
- Code requiring analysis and validation
- Tasks needing structured reasoning
- When quality matters more than speed
See example/agent_demo.md for detailed examples.
Note: The
/taskcommand has been deprecated. Use natural conversation instead for better results.
File Operations
XandAI can intelligently create and edit files with AI assistance:
Creating Files
Simply ask to create a file with a specific name:
xandai> create tokens.py with authentication functions
# AI generates complete code
# System detects filename automatically
This looks like a complete python file. Save it? (y/N): y
Filename: tokens.py
File 'tokens.py' created successfully!
Editing Files
Edit existing files by name:
xandai> edit index.py adding a health endpoint
# AI reads current file content
# Generates complete updated version
Edit file 'index.py'? (y/N): y
File 'index.py' updated successfully!
Smart Detection
The AI automatically:
- Reads files when editing (preserves existing code)
- Extracts filenames from your request
- Provides complete file content (never placeholders)
- Only prompts when you explicitly request file operations
Supported Formats
Works with any programming language:
xandai> create app.js with Express server
xandai> edit styles.css adding dark mode
xandai> create config.json with API settings
Code Execution
XandAI can detect and execute code in various languages:
xandai> create a math.py that will receive two args and sum them
# AI generates complete Python script with argument handling
This looks like a complete python file. Save it? (y/N): y
Filename: math.py
File 'math.py' created successfully!
xandai> python math.py 2 2
$ python math.py 2 2
2.0 + 2.0 = 4.0
Command completed successfully
Features:
- Automatic code detection for Python, JavaScript, Bash, and more
- Interactive execution mode for scripts requiring input
- Non-interactive capture mode for automation
- Smart prompts for user choice between modes
Code Review
AI-powered code review with Git integration. Analyzes your code changes and provides detailed feedback on security, quality, and best practices.
xandai> /review
# Automatically detects Git changes and provides comprehensive analysis
Git AI Commands
AI-powered Git operations that run outside the REPL:
# Generate commit message from staged changes
git add .
xandai commit
# Summarize a pull request
xandai pr --base main --head feature-branch
# Explain diff in plain English
xandai diff
xandai diff --file src/app.py
xandai diff --commit-hash abc123
# Explain why a line exists (git blame)
xandai blame --file src/main.py --line 42
These commands use AI to:
- Generate descriptive commit messages from your staged changes
- Summarize pull requests with changes, risks, and impact
- Explain diffs in plain English instead of technical patch format
- Explain the purpose and history of specific lines of code
Web Integration
Automatically fetches and analyzes web content when you paste links:
xandai> /web on
xandai> How does this work? https://docs.python.org/tutorial
# Content is automatically fetched and analyzed
LSP Integration
Language Server Protocol integration provides real-time code intelligence and syntax validation:
xandai> /lsp on # Enable LSP integration
xandai> /lsp # Show status and active servers
xandai> /lsp analyze main.py # Analyze file for errors
Supports 15+ languages including Python, JavaScript, TypeScript, Rust, Go, Java, C/C++. Install LSP servers:
# Python-based servers
pip install -r requirements-lsp.txt
# All servers (interactive)
./scripts/install_lsp_servers.sh # Linux/Mac
.\scripts\install_lsp_servers.ps1 # Windows
# Specific language
./scripts/install_lsp_servers.sh python
.\scripts\install_lsp_servers.ps1 javascript
Features:
- Automatic language detection
- Real-time diagnostics and error detection
- Type-aware code suggestions
- Project-specific conventions
- AI prompts enriched with LSP context
Development
git clone https://github.com/XandAI-project/Xandai-CLI.git
cd Xandai-CLI
pip install -e .
xandai
License
MIT
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