amvka
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AMVKA 2.0 - Universal AI Assistant with 100+ providers via LangChain. Commands + Conversations in one intelligent tool.
🎯 Universal AI Assistant - 100+ Providers, Real-time Intelligence, Zero Configuration Hassle!
AMVKA 2.0 is the next-generation AI-powered command assistant with universal provider support. Powered by LangChain, it works with 100+ AI providers and provides both intelligent command generation and conversational AI responses. Just ask naturally - get commands for system operations or direct answers for knowledge questions!
# Install AMVKA 2.0
pip install amvka
# Install your preferred AI provider (choose one or multiple)
pip install langchain-openai # OpenAI GPT-4/3.5
pip install langchain-google-genai # Google Gemini 2.0
pip install langchain-anthropic # Claude 3.5 Sonnet
pip install langchain-groq # Ultra-fast Llama/Mixtral
pip install langchain-cohere # Cohere Command R+
# One-time setup with real-time model discovery
amvka config
# ✨ Auto-detects available models from your API
# 🔍 Tests connection before saving
# 🎯 Shows only working chat models
# Universal AI interface ready!
amvka "who is the president of america" # 🤖 Direct AI answer
amvka "list all python files" # 💻 System command
amvka "what is machine learning" # 📚 Educational response
amvka "create backup of current folder" # 🛠️ File operation
AMVKA 2.0 supports 100+ AI providers through LangChain with real-time model discovery:
| # | Provider | Speed | Models | Installation | API Key |
|---|---|---|---|---|---|
| 1 | OpenAI | Fast | GPT-4o, GPT-3.5 | pip install langchain-openai | Get Key |
| 2 | Google Gemini | Fast | Gemini 2.0 Flash, 1.5 Pro | pip install langchain-google-genai | Get Key |
| 3 | Anthropic Claude | Fast | Claude 3.5 Sonnet, Haiku | pip install langchain-anthropic | Get Key |
| 4 | Groq | ⚡ Ultra-Fast | Llama 3.3, Mixtral, Gemma | pip install langchain-groq | Get Key |
| 5 | Cohere | Fast | Command R+, Command R | pip install langchain-cohere | Get Key |
| 6 | Azure OpenAI | Enterprise | GPT-4, GPT-3.5 | pip install langchain-openai | Setup Guide |
| 7 | AWS Bedrock | Enterprise | Claude, Llama, Titan | pip install langchain-aws | Setup Guide |
| 8 | Ollama | 🏠 Local | Llama, CodeLlama, Mistral | pip install langchain-community | No API Key (Local) |
| 9 | Hugging Face | Variable | Open Source Models | pip install langchain-huggingface | Get Key |
Through LangChain ecosystem: Together AI, Replicate, Anyscale, Fireworks AI, Modal, Baseten, Banana, DeepInfra, ForefrontAI, GooseAI, NLP Cloud, Petals, PredictionGuard, PromptLayer, Runhouse, StochasticAI, Writer, and many more!
# Install AMVKA 2.0 core
pip install amvka
# Choose and install your preferred AI provider(s)
pip install langchain-openai # For OpenAI GPT models
pip install langchain-google-genai # For Google Gemini 2.0
pip install langchain-anthropic # For Claude models
pip install langchain-groq # For ultra-fast Groq inference
pip install langchain-cohere # For Cohere Command models
# Or install multiple providers at once
pip install langchain-openai langchain-google-genai langchain-groq
# Clone the repository
git clone https://github.com/amvka/amvka.git
cd amvka
# Install in development mode
pip install -e .
# Install provider dependencies
pip install -r requirements.txt
# Pull and run AMVKA container
docker pull amvka/amvka:latest
docker run -it --rm amvka/amvka:latest
# Or build from source
docker build -t amvka .
docker run -it --rm amvka
AMVKA 2.0 features an intelligent setup with real-time model discovery:
# Start configuration
amvka config
# 🎯 Interactive setup process:
# 1️⃣ Choose from 9 AI providers
# 2️⃣ Enter your API key
# 3️⃣ Real-time model fetching from provider API
# 4️⃣ Connection testing with selected model
# 5️⃣ Automatic configuration save
amvka config # Full interactive setup
amvka config --show # Display current configuration
amvka config --reset # Reset and reconfigure
amvka config --test # Test current configuration
AMVKA 2.0 intelligently handles both system commands and knowledge questions:
# File operations
amvka "list all python files" # → Get-ChildItem -Filter *.py
amvka "create backup of current folder" # → Copy-Item -Recurse . ./backup
amvka "find large files over 100MB" # → Get-ChildItem -Recurse | Where-Object {$_.Length -gt 100MB}
# System monitoring
amvka "check memory usage" # → Get-Process | Sort-Object WorkingSet -Desc
amvka "show running processes" # → Get-Process | Format-Table
amvka "check disk space" # → Get-WmiObject -Class Win32_LogicalDisk
# Git operations
amvka "commit changes with message 'fix'" # → git commit -am "fix"
amvka "push to main branch" # → git push origin main
amvka "show git status" # → git status --porcelain
# Development tasks
amvka "install numpy package" # → pip install numpy
amvka "run python script test.py" # → python test.py
amvka "build docker image" # → docker build -t app .
# Knowledge questions (direct AI responses)
amvka "who is the president of america" # 🤖 "Joe Biden is the current President..."
amvka "what is machine learning" # 🤖 "Machine learning is a subset of AI..."
amvka "explain quantum computing" # 🤖 "Quantum computing uses quantum bits..."
amvka "how does blockchain work" # 🤖 "Blockchain is a distributed ledger..."
# Greetings and help
amvka "hello" # 👋 "Hello! I'm AMVKA, your AI assistant..."
amvka "help" # 📋 Shows comprehensive help information
amvka "what can you do" # 🚀 Lists capabilities and examples
# Educational content
amvka "difference between python and java" # 📚 Detailed comparison
amvka "best practices for git" # 💡 Professional development tips
amvka "explain REST APIs" # 🔍 Technical explanations
amvka [OPTIONS] QUERY
Options:
-y, --yes Auto-confirm command execution (skip confirmation)
--dry-run Show suggested command without executing
-v, --version Show version information
--help Show help message
Commands:
config Configure API settings
--reset Reset configuration
--show Show current configuration
Amvka supports two AI providers:
amvka config and paste your keyamvka config and paste your keyYour configuration is stored in ~/.amvka/config.json:
{
"provider": "gemini",
"api_key": "your-api-key-here",
"model": "gemini-pro",
"safety_confirmation": true
}
# Show current configuration
amvka config --show
# Reset configuration
amvka config --reset
# Reconfigure
amvka config
AMVKA 2.0 implements multi-layer security with production-grade safety measures:
# Multi-pattern dangerous command detection
❌ Blocked: rm -rf /, sudo rm, dd if=, mkfs., shutdown
❌ Blocked: curl | bash, wget | sh, eval $(dangerous)
❌ Blocked: chmod 777, chown root, systemctl stop
✅ Safe: ls, cat, grep, find, ps, df, git status
# Smart categorization
🟢 SAFE: File listing, information queries, git status
🟡 CAUTION: File modifications, package installation
🔴 DANGEROUS: System changes, network operations, root commands
🚫 BLOCKED: Destructive operations, security bypasses
graph LR
A[Natural Language Input] --> B[Query Classification]
B --> C{Command or Conversation?}
C -->|Command| D[LangChain Provider]
C -->|Conversation| E[Direct AI Response]
D --> F[Safety Validation]
F --> G[User Confirmation]
G --> H[Secure Execution]
E --> I[Display Answer]
--yes flag)| Feature | AMVKA 2.0 | ChatGPT CLI | Other Tools |
|---|---|---|---|
| Universal Providers | ✅ 100+ via LangChain | ❌ OpenAI Only | ❌ Limited |
| Real-Time Models | ✅ Live API Fetching | ❌ Static List | ❌ Manual |
| Command + Chat | ✅ Dual Mode | ❌ Chat Only | ❌ Commands Only |
| Safety Validation | ✅ Multi-Layer | ❌ Basic | ❌ Minimal |
| Local Support | ✅ Ollama Integration | ❌ Cloud Only | ❌ Limited |
| Production Ready | ✅ Enterprise Grade | ❌ Experimental | ❌ Hobby Projects |
# Clone the repository
git clone https://github.com/amvka/amvka.git
cd amvka
# Create virtual environment
python3 -m venv venv
source venv/bin/activate
# Install in development mode
pip install -e .
# Install development dependencies
pip install -e .[dev]
# Install build dependencies
sudo apt-get install build-essential debhelper dh-python python3-setuptools
# Build the package
dpkg-buildpackage -us -uc
# Install the built package
sudo dpkg -i ../amvka_1.0.0-1_all.deb
# Run tests
python -m pytest tests/
# Run with coverage
python -m pytest --cov=amvka tests/
We welcome contributions! Please see our Contributing Guidelines for details.
# Core AMVKA 2.0 (auto-installed)
langchain>=0.1.0 # Universal AI interface
langchain-community>=0.0.10 # Extended provider support
requests>=2.31.0 # HTTP API calls
click>=8.0.0 # CLI framework
colorama>=0.4.0 # Terminal colors
# Provider Dependencies (choose what you need)
langchain-openai # OpenAI GPT models
langchain-google-genai # Google Gemini
langchain-anthropic # Claude models
langchain-groq # Groq ultra-fast inference
langchain-cohere # Cohere Command models
langchain-aws # AWS Bedrock
langchain-huggingface # Open source models
This project is licensed under the MIT License - see the LICENSE file for details.
🚀 Made with ❤️ by the AMVKA Team
AMVKA 2.0 - Bridging the gap between human language and computer commands. Making AI accessible, powerful, and safe for everyone.
⭐ Star us on GitHub | 🔗 Share with friends | 🎯 Join the AI revolution
FAQs
AMVKA 2.0 - Universal AI Assistant with 100+ providers via LangChain. Commands + Conversations in one intelligent tool.
We found that amvka demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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