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chat, conversations, and configuration management","maintainers":[{"name":"theplenkov-npm","email":"petr.plenkov@gmail.com"}],"readme":"# AnyGPT CLI\n\n> **āš ļø WORK IN PROGRESS**: This package is under active development. APIs and commands may change significantly. Use at your own risk in production environments.\n\nA powerful command-line interface for interacting with AI providers through the AnyGPT Router. Supports both stateless chat and stateful conversation management.\n\n## šŸŽÆ **Overview**\n\nThe AnyGPT CLI provides:\n\n- **šŸ’¬ Stateless Chat** - Quick one-off interactions with AI models\n- **šŸ—£ļø Conversation Management** - Persistent, stateful conversations with full history\n- **šŸ”¬ Model Benchmarking** - Compare performance across providers with detailed metrics\n- **šŸ·ļø Tag-based Model Selection** - Use semantic tags for model discovery\n- **šŸ”§ Flexible Configuration** - Support for multiple providers and models\n- **šŸ“Š Context Management** - Smart conversation context handling\n- **šŸ”€ Advanced Features** - Fork, summarize, and condense conversations\n- **šŸ“¤ Custom Output Formats** - Export conversations in multiple formats\n- **āš” TypeScript-first** - Built with full type safety\n\n## šŸš€ **Quick Start**\n\n### **Installation**\n\n```bash\n# Install globally\nnpm install -g @anygpt/cli\n```\n\n### **Basic Usage**\n\n```bash\n# Quick chat (stateless)\nanygpt chat --model gpt-4o --token $OPENAI_API_KEY \"Hello, world!\"\n\n# Start a conversation (stateful)\nanygpt conversation start --model gpt-4o\nanygpt conversation message \"Hello, how are you?\"\nanygpt conversation message \"Tell me more about TypeScript\"\n```\n\n## šŸ“‹ **Commands**\n\n### **Benchmark Command**\n\nCompare model performance across providers with detailed metrics.\n\n```bash\nanygpt benchmark [options]\n```\n\n**Options:**\n\n- `--provider ` - Benchmark all models from this provider\n- `--model ` - Specific model to benchmark (requires --provider)\n- `--models ` - Comma-separated list of provider:model pairs\n- `--prompt ` - Prompt to use for benchmarking (default: \"What is 2+2? Answer in one sentence.\")\n- `--max-tokens ` - Maximum tokens to generate (default: 100)\n- `--iterations ` - Number of iterations per model for averaging (default: 1)\n- `--output ` - Directory to save response files and summary JSON\n- `--json` - Output results as JSON\n\n**Examples:**\n\n```bash\n# Benchmark all models from a provider\nanygpt benchmark --provider openai --prompt \"Hello\" --output ./results\n\n# Compare specific models\nanygpt benchmark --models \"openai:gpt-4o,openai:gpt-4o-mini,anthropic:claude-3-5-sonnet\" --prompt \"Explain AI\"\n\n# Multiple iterations for averaging\nanygpt benchmark --provider cody --iterations 3 --output ./results\n\n# Test with system role (automatically transformed for Cody)\nanygpt benchmark --models \"cody:opus,cody:sonnet\" \\\n --prompt \"you can only speak spanish. what is your name\" \\\n --output ./spanish-test\n```\n\n**Output:**\n\n- Console table with status, response time, size, and token usage\n- Individual response files (`.txt`) for each model/iteration\n- Summary JSON file with complete benchmark data for analysis\n\n**Example Output:**\n\n```\nšŸ“Š Benchmark Results:\nā”Œā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”\nā”‚ Provider:Model ā”‚ Status ā”‚ Time ā”‚ Size ā”‚ Tokens ā”‚\nā”œā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”¤\nā”‚ openai:gpt-4o-mini ā”‚ āœ… OK ā”‚ 214ms ā”‚ 9ch ā”‚ 14 ā”‚\nā”‚ openai:gpt-4o ā”‚ āœ… OK ā”‚ 433ms ā”‚ 13ch ā”‚ 15 ā”‚\nā”‚ anthropic:claude-3-5-sonnet ā”‚ āœ… OK ā”‚ 461ms ā”‚ 15ch ā”‚ 22 ā”‚\nā”‚ anthropic:claude-3-opus ā”‚ āœ… OK ā”‚ 1124ms ā”‚ 7ch ā”‚ 25 ā”‚\nā””ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”˜\n\nšŸ“ˆ Summary:\n Total: 4 models\n Successful: 4\n Failed: 0\n Fastest: 214ms\n Slowest: 1124ms\n Average: 558ms\n```\n\n**Use Cases:**\n\n- **Model Selection**: Find the fastest/most efficient model for your use case\n- **Quality Testing**: Compare response quality across models\n- **Cost Analysis**: Analyze token usage patterns for cost estimation\n- **Debugging**: Test which models support specific prompts (e.g., system roles)\n- **Performance Monitoring**: Track model performance over time\n- **CI/CD Integration**: Automated model testing in pipelines\n\n### **Chat Command (Stateless)**\n\nSend a single message without maintaining conversation state.\n\n```bash\nanygpt chat [options] \n```\n\n**Options:**\n\n- `--provider ` - Provider name from config\n- `--type ` - Provider type (openai, anthropic, google)\n- `--url ` - API endpoint URL\n- `--token ` - API token\n- `--model ` - Model name (required)\n\n**Examples:**\n\n```bash\n# Using OpenAI directly\nanygpt chat --type openai --model gpt-4o --token $OPENAI_API_KEY \"Explain quantum computing\"\n\n# Using custom endpoint\nanygpt chat --url https://api.company.com/v1 --model gpt-4o --token $TOKEN \"Hello\"\n```\n\n### **Conversation Commands (Stateful)**\n\n#### **Start a Conversation**\n\n```bash\nanygpt conversation start [options]\n```\n\n**Options:**\n\n- `--provider ` - Provider name from config\n- `--model ` - Model name\n- `--name ` - Conversation name\n\n**Examples:**\n\n```bash\nanygpt conversation start --model gpt-4o --name \"coding-session\"\nanygpt conversation start --provider openai --model gpt-3.5-turbo\n```\n\n#### **Send Messages**\n\n```bash\nanygpt conversation message [options]\n```\n\n**Options:**\n\n- `--conversation ` - Specific conversation ID\n\n**Examples:**\n\n```bash\nanygpt conversation message \"How do I implement a binary tree?\"\nanygpt conversation message \"Explain the time complexity\" --conversation conv-123\n```\n\n#### **List Conversations**\n\n```bash\nanygpt conversation list\n```\n\n#### **Continue a Conversation**\n\n```bash\nanygpt conversation continue \n```\n\n#### **Show Conversation History**\n\n```bash\nanygpt conversation show [options]\n```\n\n**Options:**\n\n- `--conversation ` - Conversation ID to show\n- `--limit ` - Limit number of messages\n- `--format ` - Output format: full, compact, or json\n\n**Examples:**\n\n```bash\nanygpt conversation show --limit 10\nanygpt conversation show --format json --conversation conv-123\n```\n\n#### **Fork a Conversation**\n\nCreate a new conversation with the same history.\n\n```bash\nanygpt conversation fork [options]\n```\n\n**Options:**\n\n- `--conversation ` - Conversation ID to fork\n- `--model ` - Model for new conversation\n- `--provider ` - Provider for new conversation\n- `--name ` - Name for new conversation\n\n#### **Summarize a Conversation**\n\nCreate a new conversation with AI-generated summary.\n\n```bash\nanygpt conversation summarize [options]\n```\n\n**Options:**\n\n- `--conversation ` - Conversation ID to summarize\n- `--keep-recent ` - Number of recent messages to keep (default: 3)\n- `--model ` - Model for new conversation\n- `--provider ` - Provider for new conversation\n- `--name ` - Name for new conversation\n- `--dry-run` - Show what would be summarized without creating\n\n#### **Condense a Conversation**\n\nReduce conversation context using AI summarization.\n\n```bash\nanygpt conversation condense [options]\n```\n\n**Options:**\n\n- `--conversation ` - Conversation ID to condense\n- `--keep-recent ` - Number of recent messages to keep (default: 3)\n- `--dry-run` - Show what would be condensed without applying\n\n#### **Context Analysis**\n\nShow detailed context statistics for a conversation.\n\n```bash\nanygpt conversation context [options]\n```\n\n**Options:**\n\n- `--conversation ` - Conversation ID to analyze\n\n#### **Delete a Conversation**\n\n```bash\nanygpt conversation delete \n```\n\n#### **End Current Conversation**\n\n```bash\nanygpt conversation end\n```\n\n## āš™ļø **Configuration**\n\n### **Configuration File**\n\nCreate a configuration file to define providers and default settings:\n\n```bash\nanygpt --config /path/to/config.toml\n```\n\n**Example config.toml:**\n\n```toml\n[providers.openai]\ntype = \"openai\"\napi_key = \"${OPENAI_API_KEY}\"\nbase_url = \"https://api.openai.com/v1\"\n\n[providers.company]\ntype = \"openai\"\napi_key = \"${COMPANY_API_KEY}\"\nbase_url = \"https://api.company.com/openai/v1\"\n\n[defaults]\nprovider = \"openai\"\nmodel = \"gpt-4o\"\n```\n\n### **Environment Variables**\n\n```bash\nexport OPENAI_API_KEY=sk-your-key\nexport ANYGPT_CONFIG_PATH=/path/to/config.toml\nexport ANYGPT_LOG_LEVEL=info\n```\n\n## šŸ—ļø **Architecture**\n\nThe CLI is built on top of the AnyGPT Router:\n\n```\nCLI Commands ā†’ @anygpt/cli ā†’ @anygpt/router ā†’ AI Provider APIs\n```\n\n- **Command Layer**: User interface and command parsing\n- **Router Integration**: Leverages the router for provider abstraction\n- **State Management**: Persistent conversation storage\n- **Configuration**: Flexible provider and model configuration\n\n## šŸ’” **Use Cases**\n\n### **Development Workflow**\n\n```bash\n# Start a coding session\nanygpt conversation start --name \"api-development\" --model gpt-4o\n\n# Ask for help\nanygpt conversation message \"How do I implement JWT authentication in Node.js?\"\n\n# Continue the conversation\nanygpt conversation message \"Show me the middleware code\"\n\n# Fork for a different approach\nanygpt conversation fork --name \"api-development-v2\"\n```\n\n### **Research and Learning**\n\n```bash\n# Quick questions\nanygpt chat --model gpt-4o \"What is the difference between REST and GraphQL?\"\n\n# Deep dive conversation\nanygpt conversation start --name \"learning-rust\"\nanygpt conversation message \"I'm new to Rust. Where should I start?\"\nanygpt conversation message \"Explain ownership and borrowing\"\n```\n\n### **Content Creation**\n\n```bash\n# Start a writing session\nanygpt conversation start --name \"blog-post\" --model gpt-4o\n\n# Brainstorm ideas\nanygpt conversation message \"Help me brainstorm ideas for a blog post about TypeScript\"\n\n# Develop content\nanygpt conversation message \"Write an outline for the TypeScript generics topic\"\n```\n\n## šŸ”§ **Development**\n\n### **Setup**\n\n```bash\nnpm install\nnpm run build\nnpm link # For local development\n```\n\n### **Project Structure**\n\n```\nsrc/\nā”œā”€ā”€ commands/ # Command implementations\nā”‚ ā”œā”€ā”€ chat.ts # Stateless chat command\nā”‚ ā””ā”€ā”€ conversation/ # Conversation management commands\nā”œā”€ā”€ lib/ # Shared utilities\nā”œā”€ā”€ types/ # Type definitions\nā””ā”€ā”€ index.ts # Main CLI entry point\n```\n\n## šŸ”® **Roadmap**\n\n- **Configuration UI**: Interactive configuration setup\n- **Plugin System**: Extensible command plugins\n- **Export/Import**: Conversation backup and restore\n- **Templates**: Pre-defined conversation templates\n- **Collaboration**: Shared conversations and workspaces\n- **Integration**: IDE plugins and extensions\n\n## šŸ“ **Examples**\n\n### **Coding Assistant**\n\n```bash\n# Start a coding session\nanygpt conversation start --name \"debugging\" --model gpt-4o\n\n# Get help with an error\nanygpt conversation message \"I'm getting 'Cannot read property of undefined'. Here's my code: [paste code]\"\n\n# Ask for improvements\nanygpt conversation message \"How can I make this code more efficient?\"\n```\n\n### **Learning Session**\n\n```bash\n# Start learning about a topic\nanygpt conversation start --name \"machine-learning\" --model gpt-4o\n\n# Ask questions\nanygpt conversation message \"Explain neural networks in simple terms\"\nanygpt conversation message \"What's the difference between supervised and unsupervised learning?\"\n\n# Summarize for later review\nanygpt conversation summarize --name \"ml-summary\"\n```\n\n## šŸ“š **Documentation**\n\nFor comprehensive documentation, see:\n\n- **[Complete CLI Guide](./docs/README.md)** - Detailed usage documentation\n- **[Chat Command](./docs/chat.md)** - Stateless AI interactions\n- **[Conversation Command](./docs/conversation.md)** - Stateful conversations with advanced features\n- **[Config Command](./docs/config.md)** - Configuration management\n\n## šŸ“„ **License**\n\nMIT - See [LICENSE](LICENSE) for details.\n\n---\n\n**Built with ā¤ļø for developers** | Part of the AnyGPT ecosystem\n\n## šŸ¤ **Contributing**\n\nContributions are welcome! Please feel free to submit a Pull Request.\n","readmeFilename":"README.md"}